Update app.py
Browse files
app.py
CHANGED
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@@ -204,265 +204,265 @@ class DicomAnalyzer:
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print(f"Error analyzing ROI: {str(e)}")
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return self.display_image, f"Error analyzing ROI: {str(e)}"
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def update_display(self):
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height, width = self.original_display.shape[:2]
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new_height = int(height * self.zoom_factor)
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new_width = int(width * self.zoom_factor)
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| 214 |
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# Create zoomed image
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zoomed = cv2.resize(self.original_display, (new_width, new_height),
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interpolation=cv2.INTER_CUBIC)
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# Convert to BGR for drawing
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zoomed_bgr = cv2.cvtColor(zoomed, cv2.COLOR_RGB2BGR)
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-
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# Draw marks
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for x, y, diameter in self.marks:
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zoomed_x = int(x * self.zoom_factor)
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zoomed_y = int(y * self.zoom_factor)
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zoomed_diameter = int(diameter * self.zoom_factor)
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# Draw main circle in BGR color space
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cv2.circle(zoomed_bgr,
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(zoomed_x, zoomed_y),
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zoomed_diameter // 2,
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(0, 255, 255), # BGR: Yellow
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1,
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lineType=cv2.LINE_AA)
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# Draw dots on circle
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num_points = 8
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for i in range(num_points):
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angle = 2 * np.pi * i / num_points
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point_x = int(zoomed_x + (zoomed_diameter/2) * np.cos(angle))
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point_y = int(zoomed_y + (zoomed_diameter/2) * np.sin(angle))
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cv2.circle(zoomed_bgr,
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(point_x, point_y),
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1,
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(0, 255, 255), # BGR: Yellow
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-1,
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lineType=cv2.LINE_AA)
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# Convert back to RGB for display
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zoomed = cv2.cvtColor(zoomed_bgr, cv2.COLOR_BGR2RGB)
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# Calculate pan limits
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self.max_pan_x = max(0, new_width - width)
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self.max_pan_y = max(0, new_height - height)
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# Ensure pan values are within bounds
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self.pan_x = min(max(0, self.pan_x), self.max_pan_x)
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self.pan_y = min(max(0, self.pan_y), self.max_pan_y)
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# Extract visible portion
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visible = zoomed[
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int(self.pan_y):int(self.pan_y + height),
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int(self.pan_x):int(self.pan_x + width)
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]
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return visible
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except Exception as e:
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print(f"Error updating display: {str(e)}")
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return self.original_display
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def format_results(self):
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if not self.results:
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return "No measurements yet"
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df = pd.DataFrame(self.results)
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columns_order = ['Area (mm²)', 'Mean', 'StdDev', 'Min', 'Max', 'Point']
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df = df[columns_order]
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return df.to_string(index=False)
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def add_blank_row(self, image):
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self.results.append({
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'Area (mm²)': '',
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'Mean': '',
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'StdDev': '',
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'Min': '',
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'Max': '',
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'Point': ''
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})
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return image, self.format_results()
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def add_zero_row(self, image):
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self.results.append({
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'Area (mm²)': '0.000',
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'Mean': '0.000',
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'StdDev': '0.000',
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'Min': '0.000',
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'Max': '0.000',
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'Point': '(0, 0)'
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})
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return image, self.format_results()
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def undo_last(self, image):
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if self.results:
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self.results.pop()
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if self.marks:
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self.marks.pop()
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return self.update_display(), self.format_results()
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def save_results(self):
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try:
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if not self.results:
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return None, "No results to save"
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df = pd.DataFrame(self.results)
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columns_order = ['Area (mm²)', 'Mean', 'StdDev', 'Min', 'Max', 'Point']
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df = df[columns_order]
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temp_file = "analysis_results.xlsx"
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df.to_excel(temp_file, index=False)
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return temp_file, "Results saved successfully"
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except Exception as e:
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return None, f"Error saving results: {str(e)}"
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def create_interface():
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print("Creating interface...")
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analyzer = DicomAnalyzer()
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with gr.Blocks(css="#image_display { outline: none; }") as interface:
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gr.Markdown("# DICOM Image Analyzer")
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diameter_slider = gr.Slider(
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minimum=1,
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maximum=20,
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value=9,
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step=1,
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label="ROI Diameter (pixels)"
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)
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with gr.Row():
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zoom_in_btn = gr.Button("Zoom In (+)")
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zoom_out_btn = gr.Button("Zoom Out (-)")
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reset_btn = gr.Button("Reset View")
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with gr.Column():
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image_display = gr.Image(label="DICOM Image", interactive=True, elem_id="image_display")
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with gr.Row():
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blank_btn = gr.Button("Add Blank Row")
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zero_btn = gr.Button("Add Zero Row")
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undo_btn = gr.Button("Undo Last")
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save_btn = gr.Button("Save Results")
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results_display = gr.Textbox(label="Results", interactive=False)
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file_output = gr.File(label="Download Results")
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key_press = gr.Textbox(visible=False, elem_id="key_press")
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- Click points to measure
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- Use Zoom In/Out buttons or Reset View to adjust zoom level
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""")
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print(f"Diameter updated to: {x}")
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return f"Diameter set to {x} pixels"
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# Event handlers
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file_input.change(
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fn=analyzer.load_dicom,
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inputs=file_input,
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outputs=[image_display, results_display]
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)
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inputs=diameter_slider,
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outputs=gr.Textbox(label="Status")
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print(f"Error analyzing ROI: {str(e)}")
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return self.display_image, f"Error analyzing ROI: {str(e)}"
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def update_display(self):
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try:
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if self.original_display is None:
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return None
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height, width = self.original_display.shape[:2]
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new_height = int(height * self.zoom_factor)
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new_width = int(width * self.zoom_factor)
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# Create zoomed image
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zoomed = cv2.resize(self.original_display, (new_width, new_height),
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interpolation=cv2.INTER_CUBIC)
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# Convert to BGR for drawing
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zoomed_bgr = cv2.cvtColor(zoomed, cv2.COLOR_RGB2BGR)
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| 221 |
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| 222 |
+
# Draw marks
|
| 223 |
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for x, y, diameter in self.marks:
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| 224 |
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zoomed_x = int(x * self.zoom_factor)
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| 225 |
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zoomed_y = int(y * self.zoom_factor)
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| 226 |
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zoomed_diameter = int(diameter * self.zoom_factor)
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# Draw main circle in BGR color space
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| 229 |
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cv2.circle(zoomed_bgr,
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| 230 |
+
(zoomed_x, zoomed_y),
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| 231 |
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zoomed_diameter // 2,
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| 232 |
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(0, 255, 255), # BGR: Yellow
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| 233 |
+
1,
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| 234 |
+
lineType=cv2.LINE_AA)
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| 235 |
+
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| 236 |
+
# Draw dots on circle
|
| 237 |
+
num_points = 8
|
| 238 |
+
for i in range(num_points):
|
| 239 |
+
angle = 2 * np.pi * i / num_points
|
| 240 |
+
point_x = int(zoomed_x + (zoomed_diameter/2) * np.cos(angle))
|
| 241 |
+
point_y = int(zoomed_y + (zoomed_diameter/2) * np.sin(angle))
|
| 242 |
+
cv2.circle(zoomed_bgr,
|
| 243 |
+
(point_x, point_y),
|
| 244 |
+
1,
|
| 245 |
+
(0, 255, 255), # BGR: Yellow
|
| 246 |
+
-1,
|
| 247 |
+
lineType=cv2.LINE_AA)
|
| 248 |
|
| 249 |
+
# Convert back to RGB for display
|
| 250 |
+
zoomed = cv2.cvtColor(zoomed_bgr, cv2.COLOR_BGR2RGB)
|
|
|
|
|
|
|
|
|
|
| 251 |
|
| 252 |
+
# Calculate pan limits
|
| 253 |
+
self.max_pan_x = max(0, new_width - width)
|
| 254 |
+
self.max_pan_y = max(0, new_height - height)
|
| 255 |
+
|
| 256 |
+
# Ensure pan values are within bounds
|
| 257 |
+
self.pan_x = min(max(0, self.pan_x), self.max_pan_x)
|
| 258 |
+
self.pan_y = min(max(0, self.pan_y), self.max_pan_y)
|
| 259 |
+
|
| 260 |
+
# Extract visible portion
|
| 261 |
+
visible = zoomed[
|
| 262 |
+
int(self.pan_y):int(self.pan_y + height),
|
| 263 |
+
int(self.pan_x):int(self.pan_x + width)
|
| 264 |
+
]
|
| 265 |
|
| 266 |
+
return visible
|
| 267 |
+
except Exception as e:
|
| 268 |
+
print(f"Error updating display: {str(e)}")
|
| 269 |
+
return self.original_display
|
|
|
|
| 270 |
|
| 271 |
+
def format_results(self):
|
| 272 |
+
if not self.results:
|
| 273 |
+
return "No measurements yet"
|
| 274 |
+
df = pd.DataFrame(self.results)
|
| 275 |
+
columns_order = ['Area (mm²)', 'Mean', 'StdDev', 'Min', 'Max', 'Point']
|
| 276 |
+
df = df[columns_order]
|
| 277 |
+
return df.to_string(index=False)
|
| 278 |
|
| 279 |
+
def add_blank_row(self, image):
|
| 280 |
+
self.results.append({
|
| 281 |
+
'Area (mm²)': '',
|
| 282 |
+
'Mean': '',
|
| 283 |
+
'StdDev': '',
|
| 284 |
+
'Min': '',
|
| 285 |
+
'Max': '',
|
| 286 |
+
'Point': ''
|
| 287 |
+
})
|
| 288 |
+
return image, self.format_results()
|
| 289 |
|
| 290 |
+
def add_zero_row(self, image):
|
| 291 |
+
self.results.append({
|
| 292 |
+
'Area (mm²)': '0.000',
|
| 293 |
+
'Mean': '0.000',
|
| 294 |
+
'StdDev': '0.000',
|
| 295 |
+
'Min': '0.000',
|
| 296 |
+
'Max': '0.000',
|
| 297 |
+
'Point': '(0, 0)'
|
| 298 |
+
})
|
| 299 |
+
return image, self.format_results()
|
| 300 |
|
| 301 |
+
def undo_last(self, image):
|
| 302 |
+
if self.results:
|
| 303 |
+
self.results.pop()
|
| 304 |
+
if self.marks:
|
| 305 |
+
self.marks.pop()
|
| 306 |
+
return self.update_display(), self.format_results()
|
| 307 |
|
| 308 |
+
def save_results(self):
|
| 309 |
+
try:
|
| 310 |
+
if not self.results:
|
| 311 |
+
return None, "No results to save"
|
| 312 |
+
|
| 313 |
+
df = pd.DataFrame(self.results)
|
| 314 |
+
columns_order = ['Area (mm²)', 'Mean', 'StdDev', 'Min', 'Max', 'Point']
|
| 315 |
+
df = df[columns_order]
|
| 316 |
+
|
| 317 |
+
temp_file = "analysis_results.xlsx"
|
| 318 |
+
df.to_excel(temp_file, index=False)
|
| 319 |
+
|
| 320 |
+
return temp_file, "Results saved successfully"
|
| 321 |
+
except Exception as e:
|
| 322 |
+
return None, f"Error saving results: {str(e)}"
|
| 323 |
|
| 324 |
+
def create_interface():
|
| 325 |
+
print("Creating interface...")
|
| 326 |
+
analyzer = DicomAnalyzer()
|
| 327 |
+
|
| 328 |
+
with gr.Blocks(css="#image_display { outline: none; }") as interface:
|
| 329 |
+
gr.Markdown("# DICOM Image Analyzer")
|
| 330 |
+
|
| 331 |
+
with gr.Row():
|
| 332 |
+
with gr.Column():
|
| 333 |
+
file_input = gr.File(label="Upload DICOM file")
|
| 334 |
+
diameter_slider = gr.Slider(
|
| 335 |
+
minimum=1,
|
| 336 |
+
maximum=20,
|
| 337 |
+
value=9,
|
| 338 |
+
step=1,
|
| 339 |
+
label="ROI Diameter (pixels)"
|
| 340 |
+
)
|
| 341 |
+
|
| 342 |
+
with gr.Row():
|
| 343 |
+
zoom_in_btn = gr.Button("Zoom In (+)")
|
| 344 |
+
zoom_out_btn = gr.Button("Zoom Out (-)")
|
| 345 |
+
reset_btn = gr.Button("Reset View")
|
| 346 |
+
|
| 347 |
+
with gr.Column():
|
| 348 |
+
image_display = gr.Image(label="DICOM Image", interactive=True, elem_id="image_display")
|
| 349 |
+
|
| 350 |
+
with gr.Row():
|
| 351 |
+
blank_btn = gr.Button("Add Blank Row")
|
| 352 |
+
zero_btn = gr.Button("Add Zero Row")
|
| 353 |
+
undo_btn = gr.Button("Undo Last")
|
| 354 |
+
save_btn = gr.Button("Save Results")
|
| 355 |
+
|
| 356 |
+
results_display = gr.Textbox(label="Results", interactive=False)
|
| 357 |
+
file_output = gr.File(label="Download Results")
|
| 358 |
+
key_press = gr.Textbox(visible=False, elem_id="key_press")
|
| 359 |
+
|
| 360 |
+
gr.Markdown("""
|
| 361 |
+
### Controls:
|
| 362 |
+
- Use arrow keys to pan when zoomed in
|
| 363 |
+
- Click points to measure
|
| 364 |
+
- Use Zoom In/Out buttons or Reset View to adjust zoom level
|
| 365 |
+
""")
|
| 366 |
+
|
| 367 |
+
def update_diameter(x):
|
| 368 |
+
analyzer.circle_diameter = x
|
| 369 |
+
print(f"Diameter updated to: {x}")
|
| 370 |
+
return f"Diameter set to {x} pixels"
|
| 371 |
+
|
| 372 |
+
# Event handlers
|
| 373 |
+
file_input.change(
|
| 374 |
+
fn=analyzer.load_dicom,
|
| 375 |
+
inputs=file_input,
|
| 376 |
+
outputs=[image_display, results_display]
|
| 377 |
+
)
|
| 378 |
+
|
| 379 |
+
image_display.select(
|
| 380 |
+
fn=analyzer.analyze_roi,
|
| 381 |
+
outputs=[image_display, results_display]
|
| 382 |
+
)
|
| 383 |
+
|
| 384 |
+
diameter_slider.change(
|
| 385 |
+
fn=update_diameter,
|
| 386 |
+
inputs=diameter_slider,
|
| 387 |
+
outputs=gr.Textbox(label="Status")
|
| 388 |
+
)
|
| 389 |
+
|
| 390 |
+
zoom_in_btn.click(
|
| 391 |
+
fn=analyzer.zoom_in,
|
| 392 |
+
inputs=image_display,
|
| 393 |
+
outputs=image_display
|
| 394 |
+
)
|
| 395 |
+
|
| 396 |
+
zoom_out_btn.click(
|
| 397 |
+
fn=analyzer.zoom_out,
|
| 398 |
+
inputs=image_display,
|
| 399 |
+
outputs=image_display
|
| 400 |
+
)
|
| 401 |
+
|
| 402 |
+
reset_btn.click(
|
| 403 |
+
fn=analyzer.reset_view,
|
| 404 |
+
outputs=image_display
|
| 405 |
+
)
|
| 406 |
+
|
| 407 |
+
key_press.change(
|
| 408 |
+
fn=analyzer.handle_keyboard,
|
| 409 |
+
inputs=key_press,
|
| 410 |
+
outputs=image_display
|
| 411 |
+
)
|
| 412 |
+
|
| 413 |
+
blank_btn.click(
|
| 414 |
+
fn=analyzer.add_blank_row,
|
| 415 |
+
inputs=image_display,
|
| 416 |
+
outputs=[image_display, results_display]
|
| 417 |
+
)
|
| 418 |
+
|
| 419 |
+
zero_btn.click(
|
| 420 |
+
fn=analyzer.add_zero_row,
|
| 421 |
+
inputs=image_display,
|
| 422 |
+
outputs=[image_display, results_display]
|
| 423 |
+
)
|
| 424 |
+
|
| 425 |
+
undo_btn.click(
|
| 426 |
+
fn=analyzer.undo_last,
|
| 427 |
+
inputs=image_display,
|
| 428 |
+
outputs=[image_display, results_display]
|
| 429 |
+
)
|
| 430 |
+
|
| 431 |
+
save_btn.click(
|
| 432 |
+
fn=analyzer.save_results,
|
| 433 |
+
outputs=[file_output, results_display]
|
| 434 |
+
)
|
| 435 |
+
|
| 436 |
+
js = """
|
| 437 |
+
<script>
|
| 438 |
+
document.addEventListener('keydown', function(e) {
|
| 439 |
+
if (['ArrowUp', 'ArrowDown', 'ArrowLeft', 'ArrowRight'].includes(e.key)) {
|
| 440 |
+
e.preventDefault();
|
| 441 |
+
const keyPressElement = document.querySelector('#key_press textarea');
|
| 442 |
+
if (keyPressElement) {
|
| 443 |
+
keyPressElement.value = e.key;
|
| 444 |
+
keyPressElement.dispatchEvent(new Event('input'));
|
| 445 |
+
}
|
| 446 |
+
}
|
| 447 |
+
});
|
| 448 |
+
</script>
|
| 449 |
+
"""
|
| 450 |
+
gr.HTML(js)
|
| 451 |
+
|
| 452 |
+
print("Interface created successfully")
|
| 453 |
+
return interface
|
| 454 |
+
|
| 455 |
+
if __name__ == "__main__":
|
| 456 |
+
try:
|
| 457 |
+
print("Starting application...")
|
| 458 |
+
interface = create_interface()
|
| 459 |
+
print("Launching interface...")
|
| 460 |
+
interface.launch(
|
| 461 |
+
server_name="0.0.0.0",
|
| 462 |
+
server_port=7860,
|
| 463 |
+
share=True,
|
| 464 |
+
debug=True
|
| 465 |
+
)
|
| 466 |
+
except Exception as e:
|
| 467 |
+
print(f"Error launching application: {str(e)}")
|
| 468 |
+
raise e
|