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Update src/ui_components_original.py
Browse files- src/ui_components_original.py +135 -284
src/ui_components_original.py
CHANGED
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@@ -2,12 +2,10 @@ import gradio as gr
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import os
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import re
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import logging
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-
import tempfile
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import shutil
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import base64
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from datetime import datetime
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from PIL import Image
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import html
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from .patient_history import PatientHistoryManager, ReportGenerator
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@@ -45,7 +43,7 @@ class UIComponents:
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# Ensure uploads directory exists
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if not os.path.exists("uploads"):
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os.makedirs("uploads", exist_ok=True)
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-
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def image_to_base64(self, image_path):
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"""Convert image to base64 data URL for embedding in HTML"""
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if not image_path or not os.path.exists(image_path):
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@@ -70,7 +68,7 @@ class UIComponents:
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except Exception as e:
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logging.error(f"Error converting image to base64: {e}")
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return None
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-
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def markdown_to_html(self, markdown_text):
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"""Convert markdown text to proper HTML format with enhanced support"""
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if not markdown_text:
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@@ -104,7 +102,7 @@ class UIComponents:
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# Convert horizontal rules
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html_text = re.sub(r"^\s*[-*_]{3,}\s*$", r"<hr>", html_text, flags=re.MULTILINE)
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# Convert bullet points
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lines = html_text.split("\n")
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in_list = False
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result_lines = []
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@@ -129,7 +127,7 @@ class UIComponents:
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result_lines.append("</ul>")
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return "\n".join(result_lines)
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-
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def get_organizations_dropdown(self):
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"""Get list of organizations for dropdown"""
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try:
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@@ -138,10 +136,10 @@ class UIComponents:
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except Exception as e:
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logging.error(f"Error getting organizations: {e}")
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return ["Default Hospital - Location"]
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-
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def get_custom_css(self):
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return """
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/* ===================
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/* Global Styling */
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body, html {
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margin: 0 !important;
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@@ -168,23 +166,6 @@ body, html {
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overflow: hidden !important;
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}
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.medical-header::before {
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content: '' !important;
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position: absolute !important;
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top: 0 !important;
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left: 0 !important;
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right: 0 !important;
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bottom: 0 !important;
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background: url('data:image/svg+xml,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 100 100"><defs><pattern id="grid" width="10" height="10" patternUnits="userSpaceOnUse"><path d="M 10 0 L 0 0 0 10" fill="none" stroke="rgba(255,255,255,0.1)" stroke-width="0.5"/></pattern></defs><rect width="100" height="100" fill="url(%23grid)" /></svg>') !important;
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opacity: 0.1 !important;
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z-index: 1 !important;
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}
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-
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.medical-header > * {
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position: relative !important;
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z-index: 2 !important;
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}
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-
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.logo {
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width: 80px !important;
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height: 80px !important;
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@@ -229,17 +210,6 @@ body, html {
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overflow: hidden !important;
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}
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.gr-form::before {
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content: '' !important;
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position: absolute !important;
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top: 0 !important;
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left: 0 !important;
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right: 0 !important;
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height: 4px !important;
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background: linear-gradient(90deg, #e53e3e 0%, #f56565 50%, #e53e3e 100%) !important;
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z-index: 1 !important;
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}
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-
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/* Professional Input Fields */
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.gr-textbox, .gr-number {
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border-radius: 12px !important;
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@@ -252,10 +222,7 @@ body, html {
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padding: 16px 20px !important;
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}
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.gr-textbox:focus,
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.gr-number:focus,
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.gr-textbox input:focus,
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.gr-number input:focus {
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border-color: #E53E3E !important;
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box-shadow: 0 0 0 4px rgba(229, 62, 62, 0.1) !important;
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background: #FFFFFF !important;
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@@ -263,32 +230,8 @@ body, html {
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transform: translateY(-1px) !important;
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}
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.gr-textbox input,
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.gr-number input {
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background: transparent !important;
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border: none !important;
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outline: none !important;
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color: #1A202C !important;
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font-size: 1rem !important;
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width: 100% !important;
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padding: 0 !important;
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}
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-
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.gr-textbox label,
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.gr-number label,
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.gr-dropdown label,
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.gr-radio label,
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.gr-checkbox label {
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font-weight: 600 !important;
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color: #2D3748 !important;
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font-size: 1rem !important;
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margin-bottom: 8px !important;
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display: block !important;
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}
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/* Enhanced Button Styling */
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button.gr-button,
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button.gr-button-primary {
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background: linear-gradient(135deg, #E53E3E 0%, #C53030 100%) !important;
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color: #FFFFFF !important;
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border: none !important;
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@@ -306,42 +249,12 @@ button.gr-button-primary {
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cursor: pointer !important;
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}
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button.gr-button
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content: '' !important;
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position: absolute !important;
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top: 0 !important;
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left: -100% !important;
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width: 100% !important;
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height: 100% !important;
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background: linear-gradient(90deg, transparent, rgba(255,255,255,0.4), transparent) !important;
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transition: left 0.5s !important;
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}
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button.gr-button:hover::before {
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left: 100% !important;
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}
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button.gr-button:hover,
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button.gr-button-primary:hover {
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background: linear-gradient(135deg, #C53030 0%, #9C2A2A 100%) !important;
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box-shadow: 0 8px 32px rgba(229, 62, 62, 0.4) !important;
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transform: translateY(-3px) !important;
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}
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button.gr-button:active,
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button.gr-button-primary:active {
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transform: translateY(-1px) !important;
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box-shadow: 0 4px 16px rgba(229, 62, 62, 0.5) !important;
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}
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button.gr-button:disabled {
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background: #A0AEC0 !important;
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color: #718096 !important;
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cursor: not-allowed !important;
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box-shadow: none !important;
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transform: none !important;
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}
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-
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/* Professional Status Messages */
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.status-success {
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background: linear-gradient(135deg, #F0FFF4 0%, #E6FFFA 100%) !important;
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@@ -379,150 +292,6 @@ button.gr-button:disabled {
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backdrop-filter: blur(10px) !important;
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}
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/* Professional Card Layout */
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.medical-card {
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background: linear-gradient(145deg, #FFFFFF 0%, #F7FAFC 100%) !important;
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border-radius: 20px !important;
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padding: 32px !important;
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margin: 24px 0 !important;
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box-shadow: 0 16px 48px rgba(0, 0, 0, 0.08) !important;
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border: 1px solid rgba(229, 62, 62, 0.1) !important;
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backdrop-filter: blur(10px) !important;
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position: relative !important;
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overflow: hidden !important;
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}
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.medical-card::before {
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content: '' !important;
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position: absolute !important;
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top: 0 !important;
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left: 0 !important;
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right: 0 !important;
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height: 4px !important;
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background: linear-gradient(90deg, #E53E3E 0%, #F56565 50%, #E53E3E 100%) !important;
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}
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.medical-card-title {
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font-size: 1.75rem !important;
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font-weight: 700 !important;
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color: #1A202C !important;
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margin-bottom: 24px !important;
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padding-bottom: 16px !important;
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border-bottom: 2px solid #E53E3E !important;
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text-align: center !important;
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position: relative !important;
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}
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.medical-card-title::after {
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content: '' !important;
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position: absolute !important;
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bottom: -2px !important;
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left: 50% !important;
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transform: translateX(-50%) !important;
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width: 60px !important;
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height: 4px !important;
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background: linear-gradient(90deg, transparent, #E53E3E, transparent) !important;
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border-radius: 2px !important;
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}
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/* Professional Dropdown Styling */
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.gr-dropdown {
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border-radius: 12px !important;
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border: 2px solid #E2E8F0 !important;
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background: #FFFFFF !important;
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transition: all 0.3s cubic-bezier(0.4, 0, 0.2, 1) !important;
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box-shadow: 0 2px 8px rgba(0, 0, 0, 0.05) !important;
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}
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.gr-dropdown:focus,
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.gr-dropdown select:focus {
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border-color: #E53E3E !important;
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box-shadow: 0 0 0 4px rgba(229, 62, 62, 0.1) !important;
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outline: none !important;
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}
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.gr-dropdown select {
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background: transparent !important;
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border: none !important;
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color: #1A202C !important;
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font-size: 1rem !important;
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padding: 16px 20px !important;
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border-radius: 12px !important;
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}
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/* Radio button styling */
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.gr-radio input[type="radio"] {
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margin-right: 8px !important;
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transform: scale(1.2) !important;
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}
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.gr-radio label {
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display: flex !important;
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align-items: center !important;
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padding: 8px 0 !important;
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font-size: 1rem !important;
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line-height: 1.5 !important;
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cursor: pointer !important;
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color: #1A202C !important;
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}
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/* Tab styling */
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.gr-tab {
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color: #1A202C !important;
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font-weight: 500 !important;
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font-size: 1rem !important;
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padding: 12px 20px !important;
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background-color: #F7FAFC !important;
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}
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-
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.gr-tab.selected {
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color: #E53E3E !important;
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font-weight: 600 !important;
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border-bottom: 2px solid #E53E3E !important;
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background-color: #FFFFFF !important;
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}
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/* Image upload styling */
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.gr-image {
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border: 3px dashed #CBD5E0 !important;
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border-radius: 16px !important;
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background-color: #F7FAFC !important;
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transition: all 0.2s ease !important;
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}
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-
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.gr-image:hover {
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border-color: #E53E3E !important;
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background-color: #FFF5F5 !important;
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}
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-
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/* Analyze button special styling */
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#analyze-btn {
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background: linear-gradient(135deg, #1B5CF3 0%, #1E3A8A 100%) !important;
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color: #FFFFFF !important;
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border: none !important;
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border-radius: 8px !important;
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font-weight: 700 !important;
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padding: 14px 28px !important;
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font-size: 1.1rem !important;
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letter-spacing: 0.5px !important;
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text-align: center !important;
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transition: all 0.2s ease-in-out !important;
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}
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-
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#analyze-btn:hover {
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background: linear-gradient(135deg, #174ea6 0%, #123b82 100%) !important;
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box-shadow: 0 4px 14px rgba(27, 95, 193, 0.4) !important;
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transform: translateY(-2px) !important;
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}
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#analyze-btn:disabled {
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background: #A0AEC0 !important;
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color: #1A202C !important;
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cursor: not-allowed !important;
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box-shadow: none !important;
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transform: none !important;
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}
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-
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/* Image gallery styling for better visualization */
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.image-gallery {
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display: grid;
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font-size: 0.9em;
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}
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/* Responsive design */
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@media (max-width: 768px) {
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.medical-header {
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@@ -580,12 +369,6 @@ button.gr-button:disabled {
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margin: 8px 0 !important;
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}
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button.gr-button,
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button.gr-button-primary {
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padding: 14px 20px !important;
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font-size: 14px !important;
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}
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-
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.image-gallery {
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grid-template-columns: 1fr;
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}
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@@ -593,10 +376,10 @@ button.gr-button:disabled {
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"""
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def create_interface(self):
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"""Create the main Gradio interface with
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with gr.Blocks(css=self.get_custom_css(), title="SmartHeal - AI Wound Care Assistant") as app:
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# Header with SmartHeal logo
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logo_url = "https://scontent.fccu31-2.fna.fbcdn.net/v/t39.30808-6/275933824_102121829111657_3325198727201325354_n.jpg?_nc_cat=104&ccb=1-7&_nc_sid=6ee11a&_nc_ohc=45krrEUpcSUQ7kNvwGVdiMW&_nc_oc=AdkTdxEC_TkYGiyDkEtTJZ_DFZELW17XKFmWpswmFqGB7JSdvTyWtnrQyLS0USngEiY&_nc_zt=23&_nc_ht=scontent.fccu31-2.fna&_nc_gid=ufAA4Hj5gTRwON5POYzz0Q&oh=00_AfW1-jLEN5RGeggqOvGgEaK_gdg0EDgxf_VhKbZwFLUO0Q&oe=6897A98B"
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gr.HTML(f"""
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</div>
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""")
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# Professional disclaimer
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gr.HTML("""
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<div style="border: 2px solid #FF6B6B; background-color: #FFE5E5; padding: 15px; border-radius: 12px; margin: 10px 0;">
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<h3 style="color: #D63031; margin-top: 0;">β οΈ IMPORTANT DISCLAIMER</h3>
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@@ -619,9 +402,9 @@ button.gr-button:disabled {
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</div>
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""")
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# Main interface with conditional visibility
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with gr.Row():
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#
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with gr.Column(visible=True) as auth_panel:
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gr.HTML("""
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<div style="text-align: center; margin: 40px 0;">
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gr.HTML('<div class="medical-card-title">π©ββοΈ Practitioner Dashboard</div>')
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| 729 |
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| 730 |
user_info = gr.HTML("")
|
| 731 |
-
logout_btn_prac = gr.Button("πͺ Logout", variant="secondary"
|
| 732 |
|
| 733 |
# Main tabs for different functions
|
| 734 |
with gr.Tabs():
|
|
@@ -774,8 +557,7 @@ button.gr-button:disabled {
|
|
| 774 |
gr.HTML("<h3>πΈ Wound Image Upload</h3>")
|
| 775 |
wound_image = gr.Image(
|
| 776 |
label="Upload Wound Image",
|
| 777 |
-
type="filepath"
|
| 778 |
-
elem_classes=["image-upload"]
|
| 779 |
)
|
| 780 |
|
| 781 |
gr.HTML("<h3>π Medical History</h3>")
|
|
@@ -892,27 +674,53 @@ button.gr-button:disabled {
|
|
| 892 |
if not wound_image:
|
| 893 |
return "<div class='status-error'>β Please upload a wound image for analysis.</div>"
|
| 894 |
|
| 895 |
-
# Show loading state
|
| 896 |
loading_html = """
|
| 897 |
-
<div style="text-align:center; padding:
|
| 898 |
-
<div style="display:inline-block; border:4px solid
|
| 899 |
-
<
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|
| 900 |
<style>@keyframes spin {0% {transform:rotate(0deg)} 100% {transform:rotate(360deg)}}</style>
|
| 901 |
</div>
|
| 902 |
"""
|
| 903 |
|
| 904 |
-
# 1.
|
| 905 |
-
|
| 906 |
-
'user_id': self.current_user.get('id'),
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|
| 907 |
'age': patient_age,
|
| 908 |
'diabetic': 'Yes' if diabetic_status != 'Non-diabetic' else 'No',
|
| 909 |
'allergies': allergies,
|
| 910 |
'date_of_injury': 'Unknown', # Not collected in this form
|
| 911 |
'professional_care': 'Yes', # Assumed since using professional interface
|
| 912 |
-
'oozing_bleeding': '
|
| 913 |
'infection': 'Yes' if infection_signs != 'None' else 'No',
|
| 914 |
'moisture': moisture_level,
|
| 915 |
-
# Additional
|
| 916 |
'patient_name': patient_name,
|
| 917 |
'patient_gender': patient_gender,
|
| 918 |
'wound_location': wound_location,
|
|
@@ -923,44 +731,87 @@ button.gr-button:disabled {
|
|
| 923 |
'medications': medications,
|
| 924 |
'additional_notes': additional_notes
|
| 925 |
}
|
| 926 |
-
|
| 927 |
-
# 2. Save questionnaire in DB first
|
| 928 |
-
questionnaire_id = self.database_manager.save_questionnaire(questionnaire_data)
|
| 929 |
|
| 930 |
# 3. Run AI analysis using the AIProcessor class
|
| 931 |
try:
|
| 932 |
-
logging.info(f"Starting AI analysis for image: {wound_image}")
|
| 933 |
|
| 934 |
# Use the AIProcessor analyze_wound method
|
| 935 |
-
analysis_result = self.wound_analyzer.analyze_wound(wound_image,
|
| 936 |
|
| 937 |
if not analysis_result.get('success', False):
|
| 938 |
-
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| 940 |
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| 941 |
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|
| 942 |
|
| 943 |
# 5. Format comprehensive analysis results with all images
|
| 944 |
formatted_analysis = self._format_comprehensive_analysis_results(
|
| 945 |
-
analysis_result, wound_image,
|
| 946 |
)
|
| 947 |
|
| 948 |
return formatted_analysis
|
| 949 |
|
| 950 |
except Exception as analysis_error:
|
| 951 |
-
logging.error(f"AI analysis
|
| 952 |
return f"""
|
| 953 |
-
<div class='status-error' style='padding:
|
| 954 |
-
<h3>β Analysis Error</h3>
|
| 955 |
-
<p>There was an error
|
| 956 |
-
<
|
| 957 |
-
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|
| 958 |
</div>
|
| 959 |
"""
|
| 960 |
|
| 961 |
except Exception as e:
|
| 962 |
-
logging.error(f"Analysis handler error: {e}")
|
| 963 |
-
return f"
|
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|
| 964 |
|
| 965 |
def handle_logout():
|
| 966 |
self.current_user = {}
|
|
@@ -983,7 +834,7 @@ button.gr-button:disabled {
|
|
| 983 |
|
| 984 |
def load_patient_history():
|
| 985 |
try:
|
| 986 |
-
user_id = self.current_user.get('id')
|
| 987 |
if not user_id:
|
| 988 |
return "<div class='status-error'>β Please login first.</div>"
|
| 989 |
|
|
@@ -996,7 +847,7 @@ button.gr-button:disabled {
|
|
| 996 |
|
| 997 |
def search_specific_patient(patient_name):
|
| 998 |
try:
|
| 999 |
-
user_id = self.current_user.get('id')
|
| 1000 |
if not user_id:
|
| 1001 |
return "<div class='status-error'>β Please login first.</div>"
|
| 1002 |
|
|
@@ -1116,7 +967,7 @@ button.gr-button:disabled {
|
|
| 1116 |
risk_class = "low"
|
| 1117 |
if risk_level.lower() == "moderate":
|
| 1118 |
risk_class = "moderate"
|
| 1119 |
-
elif risk_level.lower()
|
| 1120 |
risk_class = "high"
|
| 1121 |
|
| 1122 |
# Format risk factors
|
|
|
|
| 2 |
import os
|
| 3 |
import re
|
| 4 |
import logging
|
|
|
|
|
|
|
| 5 |
import base64
|
| 6 |
from datetime import datetime
|
| 7 |
from PIL import Image
|
| 8 |
+
import html
|
| 9 |
|
| 10 |
from .patient_history import PatientHistoryManager, ReportGenerator
|
| 11 |
|
|
|
|
| 43 |
# Ensure uploads directory exists
|
| 44 |
if not os.path.exists("uploads"):
|
| 45 |
os.makedirs("uploads", exist_ok=True)
|
| 46 |
+
|
| 47 |
def image_to_base64(self, image_path):
|
| 48 |
"""Convert image to base64 data URL for embedding in HTML"""
|
| 49 |
if not image_path or not os.path.exists(image_path):
|
|
|
|
| 68 |
except Exception as e:
|
| 69 |
logging.error(f"Error converting image to base64: {e}")
|
| 70 |
return None
|
| 71 |
+
|
| 72 |
def markdown_to_html(self, markdown_text):
|
| 73 |
"""Convert markdown text to proper HTML format with enhanced support"""
|
| 74 |
if not markdown_text:
|
|
|
|
| 102 |
# Convert horizontal rules
|
| 103 |
html_text = re.sub(r"^\s*[-*_]{3,}\s*$", r"<hr>", html_text, flags=re.MULTILINE)
|
| 104 |
|
| 105 |
+
# Convert bullet points
|
| 106 |
lines = html_text.split("\n")
|
| 107 |
in_list = False
|
| 108 |
result_lines = []
|
|
|
|
| 127 |
result_lines.append("</ul>")
|
| 128 |
|
| 129 |
return "\n".join(result_lines)
|
| 130 |
+
|
| 131 |
def get_organizations_dropdown(self):
|
| 132 |
"""Get list of organizations for dropdown"""
|
| 133 |
try:
|
|
|
|
| 136 |
except Exception as e:
|
| 137 |
logging.error(f"Error getting organizations: {e}")
|
| 138 |
return ["Default Hospital - Location"]
|
| 139 |
+
|
| 140 |
def get_custom_css(self):
|
| 141 |
return """
|
| 142 |
+
/* =================== SMARTHEAL CSS =================== */
|
| 143 |
/* Global Styling */
|
| 144 |
body, html {
|
| 145 |
margin: 0 !important;
|
|
|
|
| 166 |
overflow: hidden !important;
|
| 167 |
}
|
| 168 |
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|
| 169 |
.logo {
|
| 170 |
width: 80px !important;
|
| 171 |
height: 80px !important;
|
|
|
|
| 210 |
overflow: hidden !important;
|
| 211 |
}
|
| 212 |
|
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|
| 213 |
/* Professional Input Fields */
|
| 214 |
.gr-textbox, .gr-number {
|
| 215 |
border-radius: 12px !important;
|
|
|
|
| 222 |
padding: 16px 20px !important;
|
| 223 |
}
|
| 224 |
|
| 225 |
+
.gr-textbox:focus, .gr-number:focus, .gr-textbox input:focus, .gr-number input:focus {
|
|
|
|
|
|
|
|
|
|
| 226 |
border-color: #E53E3E !important;
|
| 227 |
box-shadow: 0 0 0 4px rgba(229, 62, 62, 0.1) !important;
|
| 228 |
background: #FFFFFF !important;
|
|
|
|
| 230 |
transform: translateY(-1px) !important;
|
| 231 |
}
|
| 232 |
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|
|
| 233 |
/* Enhanced Button Styling */
|
| 234 |
+
button.gr-button, button.gr-button-primary {
|
|
|
|
| 235 |
background: linear-gradient(135deg, #E53E3E 0%, #C53030 100%) !important;
|
| 236 |
color: #FFFFFF !important;
|
| 237 |
border: none !important;
|
|
|
|
| 249 |
cursor: pointer !important;
|
| 250 |
}
|
| 251 |
|
| 252 |
+
button.gr-button:hover, button.gr-button-primary:hover {
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
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|
| 253 |
background: linear-gradient(135deg, #C53030 0%, #9C2A2A 100%) !important;
|
| 254 |
box-shadow: 0 8px 32px rgba(229, 62, 62, 0.4) !important;
|
| 255 |
transform: translateY(-3px) !important;
|
| 256 |
}
|
| 257 |
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
| 258 |
/* Professional Status Messages */
|
| 259 |
.status-success {
|
| 260 |
background: linear-gradient(135deg, #F0FFF4 0%, #E6FFFA 100%) !important;
|
|
|
|
| 292 |
backdrop-filter: blur(10px) !important;
|
| 293 |
}
|
| 294 |
|
|
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|
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|
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|
|
|
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|
|
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|
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|
|
|
|
|
| 295 |
/* Image gallery styling for better visualization */
|
| 296 |
.image-gallery {
|
| 297 |
display: grid;
|
|
|
|
| 327 |
font-size: 0.9em;
|
| 328 |
}
|
| 329 |
|
| 330 |
+
/* Analyze button special styling */
|
| 331 |
+
#analyze-btn {
|
| 332 |
+
background: linear-gradient(135deg, #1B5CF3 0%, #1E3A8A 100%) !important;
|
| 333 |
+
color: #FFFFFF !important;
|
| 334 |
+
border: none !important;
|
| 335 |
+
border-radius: 8px !important;
|
| 336 |
+
font-weight: 700 !important;
|
| 337 |
+
padding: 14px 28px !important;
|
| 338 |
+
font-size: 1.1rem !important;
|
| 339 |
+
letter-spacing: 0.5px !important;
|
| 340 |
+
text-align: center !important;
|
| 341 |
+
transition: all 0.2s ease-in-out !important;
|
| 342 |
+
}
|
| 343 |
+
|
| 344 |
+
#analyze-btn:hover {
|
| 345 |
+
background: linear-gradient(135deg, #174ea6 0%, #123b82 100%) !important;
|
| 346 |
+
box-shadow: 0 4px 14px rgba(27, 95, 193, 0.4) !important;
|
| 347 |
+
transform: translateY(-2px) !important;
|
| 348 |
+
}
|
| 349 |
+
|
| 350 |
/* Responsive design */
|
| 351 |
@media (max-width: 768px) {
|
| 352 |
.medical-header {
|
|
|
|
| 369 |
margin: 8px 0 !important;
|
| 370 |
}
|
| 371 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 372 |
.image-gallery {
|
| 373 |
grid-template-columns: 1fr;
|
| 374 |
}
|
|
|
|
| 376 |
"""
|
| 377 |
|
| 378 |
def create_interface(self):
|
| 379 |
+
"""Create the main Gradio interface with comprehensive analysis display"""
|
| 380 |
with gr.Blocks(css=self.get_custom_css(), title="SmartHeal - AI Wound Care Assistant") as app:
|
| 381 |
|
| 382 |
+
# Header with SmartHeal logo
|
| 383 |
logo_url = "https://scontent.fccu31-2.fna.fbcdn.net/v/t39.30808-6/275933824_102121829111657_3325198727201325354_n.jpg?_nc_cat=104&ccb=1-7&_nc_sid=6ee11a&_nc_ohc=45krrEUpcSUQ7kNvwGVdiMW&_nc_oc=AdkTdxEC_TkYGiyDkEtTJZ_DFZELW17XKFmWpswmFqGB7JSdvTyWtnrQyLS0USngEiY&_nc_zt=23&_nc_ht=scontent.fccu31-2.fna&_nc_gid=ufAA4Hj5gTRwON5POYzz0Q&oh=00_AfW1-jLEN5RGeggqOvGgEaK_gdg0EDgxf_VhKbZwFLUO0Q&oe=6897A98B"
|
| 384 |
|
| 385 |
gr.HTML(f"""
|
|
|
|
| 392 |
</div>
|
| 393 |
""")
|
| 394 |
|
| 395 |
+
# Professional disclaimer
|
| 396 |
gr.HTML("""
|
| 397 |
<div style="border: 2px solid #FF6B6B; background-color: #FFE5E5; padding: 15px; border-radius: 12px; margin: 10px 0;">
|
| 398 |
<h3 style="color: #D63031; margin-top: 0;">β οΈ IMPORTANT DISCLAIMER</h3>
|
|
|
|
| 402 |
</div>
|
| 403 |
""")
|
| 404 |
|
| 405 |
+
# Main interface with conditional visibility
|
| 406 |
with gr.Row():
|
| 407 |
+
# Authentication Panel (visible when not logged in)
|
| 408 |
with gr.Column(visible=True) as auth_panel:
|
| 409 |
gr.HTML("""
|
| 410 |
<div style="text-align: center; margin: 40px 0;">
|
|
|
|
| 511 |
gr.HTML('<div class="medical-card-title">π©ββοΈ Practitioner Dashboard</div>')
|
| 512 |
|
| 513 |
user_info = gr.HTML("")
|
| 514 |
+
logout_btn_prac = gr.Button("πͺ Logout", variant="secondary")
|
| 515 |
|
| 516 |
# Main tabs for different functions
|
| 517 |
with gr.Tabs():
|
|
|
|
| 557 |
gr.HTML("<h3>πΈ Wound Image Upload</h3>")
|
| 558 |
wound_image = gr.Image(
|
| 559 |
label="Upload Wound Image",
|
| 560 |
+
type="filepath"
|
|
|
|
| 561 |
)
|
| 562 |
|
| 563 |
gr.HTML("<h3>π Medical History</h3>")
|
|
|
|
| 674 |
if not wound_image:
|
| 675 |
return "<div class='status-error'>β Please upload a wound image for analysis.</div>"
|
| 676 |
|
| 677 |
+
# Show loading state first
|
| 678 |
loading_html = """
|
| 679 |
+
<div style="text-align:center; padding: 40px; background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); border-radius: 16px; color: white; margin: 20px 0;">
|
| 680 |
+
<div style="display:inline-block; border:4px solid rgba(255,255,255,0.3); border-radius:50%; border-top-color:white; width:50px; height:50px; animation:spin 1s linear infinite; margin-bottom: 20px;"></div>
|
| 681 |
+
<h3 style="margin: 0; font-size: 1.5rem;">π¬ SmartHeal AI Processing</h3>
|
| 682 |
+
<p style="margin: 10px 0 0 0; font-size: 1rem; opacity: 0.9;">Analyzing wound image with advanced computer vision...</p>
|
| 683 |
+
<div style="background: rgba(255,255,255,0.1); border-radius: 8px; padding: 10px; margin-top: 15px;">
|
| 684 |
+
<p style="margin: 0; font-size: 0.9rem;">β‘ Detection β π Segmentation β π€ AI Report</p>
|
| 685 |
+
</div>
|
| 686 |
<style>@keyframes spin {0% {transform:rotate(0deg)} 100% {transform:rotate(360deg)}}</style>
|
| 687 |
</div>
|
| 688 |
"""
|
| 689 |
|
| 690 |
+
# 1. Save questionnaire FIRST to get valid ID
|
| 691 |
+
questionnaire_data_for_db = {
|
| 692 |
+
'user_id': self.current_user.get('id', 1), # Default to 1 if no user logged in
|
| 693 |
+
'patient_name': patient_name,
|
| 694 |
+
'patient_age': patient_age,
|
| 695 |
+
'patient_gender': patient_gender,
|
| 696 |
+
'wound_location': wound_location,
|
| 697 |
+
'wound_duration': wound_duration,
|
| 698 |
+
'pain_level': pain_level,
|
| 699 |
+
'moisture_level': moisture_level,
|
| 700 |
+
'infection_signs': infection_signs,
|
| 701 |
+
'diabetic_status': diabetic_status,
|
| 702 |
+
'previous_treatment': previous_treatment,
|
| 703 |
+
'medical_history': medical_history,
|
| 704 |
+
'medications': medications,
|
| 705 |
+
'allergies': allergies,
|
| 706 |
+
'additional_notes': additional_notes
|
| 707 |
+
}
|
| 708 |
+
|
| 709 |
+
# Save questionnaire FIRST to get the ID
|
| 710 |
+
questionnaire_response_id = self.database_manager.save_questionnaire(questionnaire_data_for_db)
|
| 711 |
+
logging.info(f"β
Questionnaire saved with response ID: {questionnaire_response_id}")
|
| 712 |
+
|
| 713 |
+
# 2. Create AIProcessor questionnaire format
|
| 714 |
+
questionnaire_data_for_ai = {
|
| 715 |
'age': patient_age,
|
| 716 |
'diabetic': 'Yes' if diabetic_status != 'Non-diabetic' else 'No',
|
| 717 |
'allergies': allergies,
|
| 718 |
'date_of_injury': 'Unknown', # Not collected in this form
|
| 719 |
'professional_care': 'Yes', # Assumed since using professional interface
|
| 720 |
+
'oozing_bleeding': 'Minor Oozing' if infection_signs != 'None' else 'None',
|
| 721 |
'infection': 'Yes' if infection_signs != 'None' else 'No',
|
| 722 |
'moisture': moisture_level,
|
| 723 |
+
# Additional comprehensive fields
|
| 724 |
'patient_name': patient_name,
|
| 725 |
'patient_gender': patient_gender,
|
| 726 |
'wound_location': wound_location,
|
|
|
|
| 731 |
'medications': medications,
|
| 732 |
'additional_notes': additional_notes
|
| 733 |
}
|
|
|
|
|
|
|
|
|
|
| 734 |
|
| 735 |
# 3. Run AI analysis using the AIProcessor class
|
| 736 |
try:
|
| 737 |
+
logging.info(f"π¬ Starting AI analysis for image: {wound_image}")
|
| 738 |
|
| 739 |
# Use the AIProcessor analyze_wound method
|
| 740 |
+
analysis_result = self.wound_analyzer.analyze_wound(wound_image, questionnaire_data_for_ai)
|
| 741 |
|
| 742 |
if not analysis_result.get('success', False):
|
| 743 |
+
error_msg = analysis_result.get('error', 'Analysis failed for unknown reason')
|
| 744 |
+
logging.error(f"β AI Analysis failed: {error_msg}")
|
| 745 |
+
|
| 746 |
+
return f"""
|
| 747 |
+
<div class='status-error' style='padding: 30px; background: #fff5f5; border-left: 5px solid #e53e3e; margin: 20px 0; border-radius: 12px;'>
|
| 748 |
+
<h3 style="color: #c53030; margin-top: 0;">β AI Analysis Error</h3>
|
| 749 |
+
<p style="color: #742a2a; font-size: 1.1rem;"><strong>Error Details:</strong></p>
|
| 750 |
+
<div style='background: #fed7d7; padding: 15px; border-radius: 8px; margin: 10px 0;'>
|
| 751 |
+
<code style='color: #742a2a; font-size: 0.9rem;'>{error_msg}</code>
|
| 752 |
+
</div>
|
| 753 |
+
<p style="color: #742a2a;">Please try again with a different image or contact technical support.</p>
|
| 754 |
+
<div style="margin-top: 15px; padding: 15px; background: #fff; border-radius: 8px; border: 1px solid #feb2b2;">
|
| 755 |
+
<strong>Troubleshooting Tips:</strong>
|
| 756 |
+
<ul style="margin: 10px 0; color: #742a2a;">
|
| 757 |
+
<li>Ensure image is clear and well-lit</li>
|
| 758 |
+
<li>Wound should be clearly visible in the image</li>
|
| 759 |
+
<li>Try a different image format (PNG, JPG)</li>
|
| 760 |
+
<li>Check image file size (max 10MB recommended)</li>
|
| 761 |
+
</ul>
|
| 762 |
+
</div>
|
| 763 |
+
</div>
|
| 764 |
+
"""
|
| 765 |
|
| 766 |
+
logging.info("β
AI Analysis completed successfully")
|
| 767 |
+
|
| 768 |
+
# 4. Save analysis result with valid questionnaire_response_id
|
| 769 |
+
try:
|
| 770 |
+
if questionnaire_response_id:
|
| 771 |
+
self.database_manager.save_analysis_result(questionnaire_response_id, analysis_result)
|
| 772 |
+
logging.info("β
Analysis result saved to database")
|
| 773 |
+
except Exception as db_error:
|
| 774 |
+
logging.error(f"β Database save error: {db_error}")
|
| 775 |
+
# Continue with display even if DB save fails
|
| 776 |
|
| 777 |
# 5. Format comprehensive analysis results with all images
|
| 778 |
formatted_analysis = self._format_comprehensive_analysis_results(
|
| 779 |
+
analysis_result, wound_image, questionnaire_data_for_ai
|
| 780 |
)
|
| 781 |
|
| 782 |
return formatted_analysis
|
| 783 |
|
| 784 |
except Exception as analysis_error:
|
| 785 |
+
logging.error(f"β AI analysis exception: {analysis_error}", exc_info=True)
|
| 786 |
return f"""
|
| 787 |
+
<div class='status-error' style='padding: 30px; background: #fff5f5; border-left: 5px solid #e53e3e; margin: 20px 0; border-radius: 12px;'>
|
| 788 |
+
<h3 style="color: #c53030; margin-top: 0;">β Analysis Processing Error</h3>
|
| 789 |
+
<p style="color: #742a2a;">There was an unexpected error during wound analysis:</p>
|
| 790 |
+
<div style='background: #fed7d7; padding: 15px; border-radius: 8px; margin: 15px 0;'>
|
| 791 |
+
<code style='color: #742a2a; font-size: 0.9rem; word-break: break-word;'>{str(analysis_error)}</code>
|
| 792 |
+
</div>
|
| 793 |
+
<p style="color: #742a2a;"><strong>Next Steps:</strong></p>
|
| 794 |
+
<ul style="color: #742a2a; margin: 10px 0;">
|
| 795 |
+
<li>Refresh the page and try again</li>
|
| 796 |
+
<li>Check your internet connection</li>
|
| 797 |
+
<li>Try with a different wound image</li>
|
| 798 |
+
<li>Contact system administrator if the problem persists</li>
|
| 799 |
+
</ul>
|
| 800 |
</div>
|
| 801 |
"""
|
| 802 |
|
| 803 |
except Exception as e:
|
| 804 |
+
logging.error(f"β Analysis handler error: {e}", exc_info=True)
|
| 805 |
+
return f"""
|
| 806 |
+
<div class='status-error' style='padding: 30px; background: #fff5f5; border-left: 5px solid #e53e3e; margin: 20px 0; border-radius: 12px;'>
|
| 807 |
+
<h3 style="color: #c53030; margin-top: 0;">β System Error</h3>
|
| 808 |
+
<p style="color: #742a2a;">A system error occurred while processing your request:</p>
|
| 809 |
+
<div style='background: #fed7d7; padding: 15px; border-radius: 8px; margin: 15px 0;'>
|
| 810 |
+
<code style='color: #742a2a; font-size: 0.9rem;'>{str(e)}</code>
|
| 811 |
+
</div>
|
| 812 |
+
<p style="color: #742a2a;">Please contact technical support if this issue continues.</p>
|
| 813 |
+
</div>
|
| 814 |
+
"""
|
| 815 |
|
| 816 |
def handle_logout():
|
| 817 |
self.current_user = {}
|
|
|
|
| 834 |
|
| 835 |
def load_patient_history():
|
| 836 |
try:
|
| 837 |
+
user_id = self.current_user.get('id', 1)
|
| 838 |
if not user_id:
|
| 839 |
return "<div class='status-error'>β Please login first.</div>"
|
| 840 |
|
|
|
|
| 847 |
|
| 848 |
def search_specific_patient(patient_name):
|
| 849 |
try:
|
| 850 |
+
user_id = self.current_user.get('id', 1)
|
| 851 |
if not user_id:
|
| 852 |
return "<div class='status-error'>β Please login first.</div>"
|
| 853 |
|
|
|
|
| 967 |
risk_class = "low"
|
| 968 |
if risk_level.lower() == "moderate":
|
| 969 |
risk_class = "moderate"
|
| 970 |
+
elif risk_level.lower() in ["high", "very high"]:
|
| 971 |
risk_class = "high"
|
| 972 |
|
| 973 |
# Format risk factors
|