Update app.py
Browse files
app.py
CHANGED
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@@ -48,28 +48,25 @@ def debug_decorator(func):
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class DicomAnalyzer:
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def __init__(self):
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self.results = []
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self.circle_diameter = 9.0
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self.zoom_factor = 1.0
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self.current_image = None
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self.dicom_data = None
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self.display_image = None
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self.marks = []
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self.original_image = None
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self.original_display = None
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# Pan position
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self.pan_x = 0
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self.pan_y = 0
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self.max_pan_x = 0
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self.max_pan_y = 0
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# Circle color in BGR
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self.CIRCLE_COLOR = (0, 255, 255) # BGR Yellow
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print("DicomAnalyzer initialized...")
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def reset_all(self, image):
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self.
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self.
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self.reset_view() # Reset view settings
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return self.update_display(), "All data has been reset"
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def load_dicom(self, file):
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@@ -83,22 +80,17 @@ class DicomAnalyzer:
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dicom_data = pydicom.dcmread(file)
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image = dicom_data.pixel_array.astype(np.float32)
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# Store original pixel values before any scaling
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self.original_image = image.copy()
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# Apply DICOM scaling for display
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rescale_slope = getattr(dicom_data, 'RescaleSlope', 1)
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rescale_intercept = getattr(dicom_data, 'RescaleIntercept', 0)
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image = (image * rescale_slope) + rescale_intercept
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self.current_image = image
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self.dicom_data = dicom_data
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self.display_image = self.normalize_image(image)
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self.original_display = self.display_image.copy()
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# Reset all data when loading new image
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self.reset_all(None)
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print("DICOM file loaded successfully")
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@@ -159,11 +151,6 @@ class DicomAnalyzer:
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elif key == 'ArrowDown':
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self.pan_y = min(self.max_pan_y, self.pan_y + pan_amount)
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print(f"Pan X: {self.pan_x} (was {original_pan_x})")
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print(f"Pan Y: {self.pan_y} (was {original_pan_y})")
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print(f"Max Pan X: {self.max_pan_x}")
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print(f"Max Pan Y: {self.max_pan_y}")
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return self.update_display()
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except Exception as e:
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print(f"Error handling keyboard input: {str(e)}")
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@@ -189,7 +176,6 @@ class DicomAnalyzer:
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height, width = self.original_image.shape[:2]
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Y, X = np.ogrid[:height, :width]
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radius = self.circle_diameter / 2.0
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r_squared = radius * radius
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@@ -206,7 +192,6 @@ class DicomAnalyzer:
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return self.display_image, "Error: No pixels selected"
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pixel_spacing = float(self.dicom_data.PixelSpacing[0])
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n_pixels = np.sum(mask)
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area = n_pixels * (pixel_spacing ** 2)
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@@ -239,7 +224,6 @@ class DicomAnalyzer:
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except Exception as e:
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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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@@ -295,161 +279,110 @@ class DicomAnalyzer:
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print(f"Error updating display: {str(e)}")
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return self.original_display
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def
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"""
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try:
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if not self.results:
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logger.warning("Attempted to save with no results")
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return None, "No results to save"
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#
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worksheet.column_dimensions[get_column_letter(idx + 1)].width = max_length
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logger.info(f"Results saved successfully to {output_file}")
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return output_file, f"Results saved successfully to {output_file}"
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std_col = col_group[2] # StdDev column
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row1, row2 = row_pair
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# Formula for first row: =Mean/StdDev
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formula1 = f"={base_col}{row1}/{std_col}{row1}"
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formula_col = get_column_letter(column_index_from_string(col_group[-1]) + 1)
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cell1 = ws[f"{formula_col}{row1}"] # Get cell reference first
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cell1.value = formula1
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cell1.font = red_font
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# Formula for second row: =(Mean1-Mean2)/StdDev2
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formula2 = f"=({base_col}{row1}-{base_col}{row2})/{std_col}{row2}"
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cell2 = ws[f"{formula_col}{row2}"] # Get cell reference first
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cell2.value = formula2
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cell2.font = red_font
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logger.debug(f"Added formulas for rows {row1},{row2} in column {formula_col}")
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except Exception as e:
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logger.error(f"Error adding formulas: {str(e)}")
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return None, "No results to save"
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# Create new workbook
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wb = openpyxl.Workbook()
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ws = wb.active
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# Create font styles
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red_font = openpyxl.styles.Font(color="FF0000") # Red color in RGB
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# Define column groups and row pairs
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column_groups = [
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('B', 'C', 'D', 'E', 'F'), # First group
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('H', 'I', 'J', 'K', 'L'), # Second group
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('N', 'O', 'P', 'Q', 'R'), # Third group
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('T', 'U', 'V', 'W', 'X'), # Fourth group
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('Z', 'AA', 'AB', 'AC', 'AD'), # Fifth group
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('AF', 'AG', 'AH', 'AI', 'AJ'), # Sixth group
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('AL', 'AM', 'AN', 'AO', 'AP'), # Seventh group
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('AR', 'AS', 'AT', 'AU', 'AV'), # Eighth group
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('AX', 'AY', 'AZ', 'BA', 'BB'), # Ninth group
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('BD', 'BE', 'BF', 'BG', 'BH'), # Tenth group
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('BJ', 'BK', 'BL', 'BM', 'BN'), # Eleventh group
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('BP', 'BQ', 'BR', 'BS', 'BT'), # Twelfth group
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('BV', 'BW', 'BX', 'BY', 'BZ') # Thirteenth group
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]
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row_pairs = [
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(2, 3), # 7mm
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(5, 6), # 6.5mm
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(8, 9), # 6mm
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(11, 12), # 5.5mm
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(14, 15), # 5mm
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(17, 18), # 4.5mm
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(20, 21), # 4mm
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(23, 24), # 3.5mm
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(26, 27), # 3mm
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(29, 30) # 2.5mm
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]
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# Add headers with red font
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phantom_sizes = ['(7mm)', '(6.5mm)', '(6mm)', '(5.5mm)', '(5mm)',
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'(4.5mm)', '(4mm)', '(3.5mm)', '(3mm)', '(2.5mm)']
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for i, size in enumerate(phantom_sizes):
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header_cell = ws.cell(row=row_pairs[i][0]-1, column=1, value=size)
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header_cell.font = red_font
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# Process results
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result_idx = 0
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current_col_group = 0
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current_row_pair = 0
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while result_idx < len(self.results):
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if current_row_pair >= len(row_pairs):
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break
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cols = column_groups[current_col_group]
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rows = row_pairs[current_row_pair]
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# Write data and add formulas
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if result_idx < len(self.results):
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result = self.results[result_idx]
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self._write_result_to_cells(ws, result, cols, rows[0])
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result_idx += 1
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if result_idx < len(self.results):
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result = self.results[result_idx]
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self._write_result_to_cells(ws, result, cols, rows[1])
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result_idx += 1
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def _write_result_to_cells(self, ws, result, cols, row):
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"""Helper method to write a single result to worksheet cells"""
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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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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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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 create_interface():
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print("Creating interface...")
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analyzer = DicomAnalyzer()
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class DicomAnalyzer:
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def __init__(self):
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self.results = []
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self.circle_diameter = 9.0
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self.zoom_factor = 1.0
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self.current_image = None
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self.dicom_data = None
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self.display_image = None
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self.marks = []
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self.original_image = None
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self.original_display = None
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self.pan_x = 0
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self.pan_y = 0
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self.max_pan_x = 0
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self.max_pan_y = 0
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self.CIRCLE_COLOR = (0, 255, 255) # BGR Yellow
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print("DicomAnalyzer initialized...")
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def reset_all(self, image):
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self.results = []
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self.marks = []
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self.reset_view()
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return self.update_display(), "All data has been reset"
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def load_dicom(self, file):
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dicom_data = pydicom.dcmread(file)
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image = dicom_data.pixel_array.astype(np.float32)
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self.original_image = image.copy()
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rescale_slope = getattr(dicom_data, 'RescaleSlope', 1)
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rescale_intercept = getattr(dicom_data, 'RescaleIntercept', 0)
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image = (image * rescale_slope) + rescale_intercept
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self.current_image = image
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self.dicom_data = dicom_data
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self.display_image = self.normalize_image(image)
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self.original_display = self.display_image.copy()
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self.reset_all(None)
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print("DICOM file loaded successfully")
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elif key == 'ArrowDown':
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self.pan_y = min(self.max_pan_y, self.pan_y + pan_amount)
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return self.update_display()
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except Exception as e:
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print(f"Error handling keyboard input: {str(e)}")
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height, width = self.original_image.shape[:2]
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Y, X = np.ogrid[:height, :width]
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radius = self.circle_diameter / 2.0
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r_squared = radius * radius
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return self.display_image, "Error: No pixels selected"
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pixel_spacing = float(self.dicom_data.PixelSpacing[0])
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n_pixels = np.sum(mask)
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area = n_pixels * (pixel_spacing ** 2)
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except Exception as e:
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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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print(f"Error updating display: {str(e)}")
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return self.original_display
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def add_formulas_to_template(self, ws, row_pair, col_group, red_font):
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"""Add formulas for each row pair and column group"""
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try:
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base_col = col_group[1] # Mean column
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std_col = col_group[2] # StdDev column
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row1, row2 = row_pair
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# Formula for first row: =Mean/StdDev
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formula1 = f"={base_col}{row1}/{std_col}{row1}"
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formula_col = get_column_letter(column_index_from_string(col_group[-1]) + 1)
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cell1 = ws[f"{formula_col}{row1}"]
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cell1.value = formula1
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cell1.font = red_font
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# Formula for second row: =(Mean1-Mean2)/StdDev2
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formula2 = f"=({base_col}{row1}-{base_col}{row2})/{std_col}{row2}"
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cell2 = ws[f"{formula_col}{row2}"]
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cell2.value = formula2
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cell2.font = red_font
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logger.debug(f"Added formulas for rows {row1},{row2} in column {formula_col}")
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except Exception as e:
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logger.error(f"Error adding formulas: {str(e)}")
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def save_formatted_results(self, output_path):
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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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wb = openpyxl.Workbook()
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ws = wb.active
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red_font = openpyxl.styles.Font(color="FF0000")
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column_groups = [
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('B', 'C', 'D', 'E', 'F'), # First group
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('H', 'I', 'J', 'K', 'L'), # Second group
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('N', 'O', 'P', 'Q', 'R'), # Third group
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('T', 'U', 'V', 'W', 'X'), # Fourth group
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('Z', 'AA', 'AB', 'AC', 'AD'), # Fifth group
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('AF', 'AG', 'AH', 'AI', 'AJ'), # Sixth group
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('AL', 'AM', 'AN', 'AO', 'AP'), # Seventh group
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('AR', 'AS', 'AT', 'AU', 'AV'), # Eighth group
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| 326 |
+
('AX', 'AY', 'AZ', 'BA', 'BB'), # Ninth group
|
| 327 |
+
('BD', 'BE', 'BF', 'BG', 'BH'), # Tenth group
|
| 328 |
+
('BJ', 'BK', 'BL', 'BM', 'BN'), # Eleventh group
|
| 329 |
+
('BP', 'BQ', 'BR', 'BS', 'BT'), # Twelfth group
|
| 330 |
+
('BV', 'BW', 'BX', 'BY', 'BZ') # Thirteenth group
|
| 331 |
+
]
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|
| 332 |
|
| 333 |
+
row_pairs = [
|
| 334 |
+
(2, 3), # 7mm
|
| 335 |
+
(5, 6), # 6.5mm
|
| 336 |
+
(8, 9), # 6mm
|
| 337 |
+
(11, 12), # 5.5mm
|
| 338 |
+
(14, 15), # 5mm
|
| 339 |
+
(17, 18), # 4.5mm
|
| 340 |
+
(20, 21), # 4mm
|
| 341 |
+
(23, 24), # 3.5mm
|
| 342 |
+
(26, 27), # 3mm
|
| 343 |
+
(29, 30) # 2.5mm
|
| 344 |
+
]
|
| 345 |
|
| 346 |
+
phantom_sizes = ['(7mm)', '(6.5mm)', '(6mm)', '(5.5mm)', '(5mm)',
|
| 347 |
+
'(4.5mm)', '(4mm)', '(3.5mm)', '(3mm)', '(2.5mm)']
|
| 348 |
+
for i, size in enumerate(phantom_sizes):
|
| 349 |
+
header_cell = ws.cell(row=row_pairs[i][0]-1, column=1, value=size)
|
| 350 |
+
header_cell.font = red_font
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|
| 351 |
|
| 352 |
+
result_idx = 0
|
| 353 |
+
current_col_group = 0
|
| 354 |
+
current_row_pair = 0
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|
| 355 |
|
| 356 |
+
while result_idx < len(self.results):
|
| 357 |
+
if current_row_pair >= len(row_pairs):
|
| 358 |
+
break
|
| 359 |
+
|
| 360 |
+
cols = column_groups[current_col_group]
|
| 361 |
+
rows = row_pairs[current_row_pair]
|
| 362 |
+
|
| 363 |
+
if result_idx < len(self.results):
|
| 364 |
+
result = self.results[result_idx]
|
| 365 |
+
self._write_result_to_cells(ws, result, cols, rows[0])
|
| 366 |
+
result_idx += 1
|
| 367 |
+
|
| 368 |
+
if result_idx < len(self.results):
|
| 369 |
+
result = self.results[result_idx]
|
| 370 |
+
self._write_result_to_cells(ws, result, cols, rows[1])
|
| 371 |
+
result_idx += 1
|
| 372 |
+
|
| 373 |
+
self.add_formulas_to_template(ws, rows, cols, red_font)
|
| 374 |
+
|
| 375 |
+
current_col_group += 1
|
| 376 |
+
if current_col_group >= len(column_groups):
|
| 377 |
+
current_col_group = 0
|
| 378 |
+
current_row_pair += 1
|
| 379 |
|
| 380 |
+
wb.save(output_path)
|
| 381 |
+
return output_path, f"Results saved successfully ({result_idx} measurements)"
|
| 382 |
|
| 383 |
+
except Exception as e:
|
| 384 |
+
logger.error(f"Error saving formatted results: {str(e)}")
|
| 385 |
+
return None, f"Error saving results: {str(e)}"
|
| 386 |
|
| 387 |
def _write_result_to_cells(self, ws, result, cols, row):
|
| 388 |
"""Helper method to write a single result to worksheet cells"""
|
|
|
|
| 401 |
return df.to_string(index=False)
|
| 402 |
|
| 403 |
def add_blank_row(self, image):
|
| 404 |
+
"""Add a blank row to the results"""
|
| 405 |
self.results.append({
|
| 406 |
'Area (mm²)': '',
|
| 407 |
'Mean': '',
|
|
|
|
| 413 |
return image, self.format_results()
|
| 414 |
|
| 415 |
def add_zero_row(self, image):
|
| 416 |
+
"""Add a row of zeros to the results"""
|
| 417 |
self.results.append({
|
| 418 |
'Area (mm²)': '0.000',
|
| 419 |
'Mean': '0.000',
|
|
|
|
| 425 |
return image, self.format_results()
|
| 426 |
|
| 427 |
def undo_last(self, image):
|
| 428 |
+
"""Remove the last measurement"""
|
| 429 |
if self.results:
|
| 430 |
self.results.pop()
|
| 431 |
if self.marks:
|
| 432 |
self.marks.pop()
|
| 433 |
return self.update_display(), self.format_results()
|
|
|
|
| 434 |
def create_interface():
|
| 435 |
print("Creating interface...")
|
| 436 |
analyzer = DicomAnalyzer()
|