diff --git a/docling/models/page_preprocessing_model.py b/docling/models/page_preprocessing_model.py
index 9dc291a9..58cfead0 100644
--- a/docling/models/page_preprocessing_model.py
+++ b/docling/models/page_preprocessing_model.py
@@ -63,7 +63,7 @@ class PagePreprocessingModel(BasePageModel):
         def draw_text_boxes(image, cells, show: bool = False):
             draw = ImageDraw.Draw(image)
             for c in cells:
-                x0, y0, x1, y1 = c.bbox.as_tuple()
+                x0, y0, x1, y1 = c.to_bounding_box().l, c.to_bounding_box().t, c.to_bounding_box().r, c.to_bounding_box().b
                 draw.rectangle([(x0, y0), (x1, y1)], outline="red")
             if show:
                 image.show()