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train_16242_a_1.nii.gz | null | The widths of the mediastinal main vascular structures are normal. It is understood that both thyroid lobes press on the trachea and cause luminal narrowing. No lytic-destructive lesions were detected in the bone structures within the sections. No mass or infiltrative lesion was detected in both lungs. Trachea and both main bronchi are open. No pleural or pericardial effusion was detected. No upper abdominal free fluid-collection or pathologically enlarged lymph nodes were detected in the sections. Millimetric nonspecific nodules were observed in both lungs. No pathological increase in wall thickness was detected in the herniated bowel segment. There are no pathologically enlarged lymph nodes in the mediastinum and hilar regions. There is a mixed type hiatal hernia at the lower end of the esophagus. There are sometimes linear atelectasis in both lungs. Mediastinal structures cannot be evaluated optimally because contrast material is not given. As far as can be observed: Heart contour and size are normal. The patient has a multinodular goiter, and both thyroid lobes extend into the retrosternal area. No occlusive pathology was detected in the trachea and both main bronchi. There are atheromatous plaques in the aorta and coronary arteries. There are minimal emphysematous changes in both lungs. |
train_16242_a_1.nii.gz | lung | Millimetric nonspecific nodules were observed in both lungs. There are minimal emphysematous changes in both lungs. No mass or infiltrative lesion was detected in both lungs. There are sometimes linear atelectasis in both lungs. |
train_16242_a_1.nii.gz | lung/lung | Millimetric nonspecific nodules were observed in both lungs. There are minimal emphysematous changes in both lungs. No mass or infiltrative lesion was detected in both lungs. There are sometimes linear atelectasis in both lungs. |
train_16242_a_1.nii.gz | trachea and bronchie | No occlusive pathology was detected in the trachea and both main bronchi. Trachea and both main bronchi are open. |
train_16242_a_1.nii.gz | trachea and bronchie/trachea | No occlusive pathology was detected in the trachea and both main bronchi. Trachea and both main bronchi are open. |
train_16242_a_1.nii.gz | trachea and bronchie/bronchie | No occlusive pathology was detected in the trachea and both main bronchi. Trachea and both main bronchi are open. |
train_16242_a_1.nii.gz | mediastinum | Mediastinal structures cannot be evaluated optimally because contrast material is not given. The widths of the mediastinal main vascular structures are normal. There are atheromatous plaques in the aorta and coronary arteries. There are no pathologically enlarged lymph nodes in the mediastinum and hilar regions. |
train_16242_a_1.nii.gz | mediastinum/aorta | There are atheromatous plaques in the aorta and coronary arteries. |
train_16242_a_1.nii.gz | mediastinum/mediastinal tissue | The widths of the mediastinal main vascular structures are normal. There are no pathologically enlarged lymph nodes in the mediastinum and hilar regions. Mediastinal structures cannot be evaluated optimally because contrast material is not given. |
train_16242_a_1.nii.gz | heart | As far as can be observed: Heart contour and size are normal. |
train_16242_a_1.nii.gz | heart/heart | As far as can be observed: Heart contour and size are normal. |
train_16242_a_1.nii.gz | esophagus | There is a mixed type hiatal hernia at the lower end of the esophagus. |
train_16242_a_1.nii.gz | esophagus/esophagus | There is a mixed type hiatal hernia at the lower end of the esophagus. |
train_16242_a_1.nii.gz | pleura | No pleural or pericardial effusion was detected. |
train_16242_a_1.nii.gz | pleura/pleura | No pleural or pericardial effusion was detected. |
train_16242_a_1.nii.gz | bone | No lytic-destructive lesions were detected in the bone structures within the sections. |
train_16242_a_1.nii.gz | bone/bone | No lytic-destructive lesions were detected in the bone structures within the sections. |
train_16242_a_1.nii.gz | thyroid | It is understood that both thyroid lobes press on the trachea and cause luminal narrowing. The patient has a multinodular goiter, and both thyroid lobes extend into the retrosternal area. |
train_16242_a_1.nii.gz | thyroid/thyroid | It is understood that both thyroid lobes press on the trachea and cause luminal narrowing. The patient has a multinodular goiter, and both thyroid lobes extend into the retrosternal area. |
train_16242_a_1.nii.gz | abdomen | No pathological increase in wall thickness was detected in the herniated bowel segment. There are atheromatous plaques in the aorta and coronary arteries. No upper abdominal free fluid-collection or pathologically enlarged lymph nodes were detected in the sections. |
train_16242_a_1.nii.gz | abdomen/abdomen | No pathological increase in wall thickness was detected in the herniated bowel segment. There are atheromatous plaques in the aorta and coronary arteries. No upper abdominal free fluid-collection or pathologically enlarged lymph nodes were detected in the sections. |
train_16242_a_1.nii.gz | abdomen/abdomen/abdominal tissue | No pathological increase in wall thickness was detected in the herniated bowel segment. No upper abdominal free fluid-collection or pathologically enlarged lymph nodes were detected in the sections. |
train_16242_a_1.nii.gz | abdomen/abdomen/aorta | There are atheromatous plaques in the aorta and coronary arteries. |
train_5378_a_1.nii.gz | null | Pericardial effusion-thickening was not observed. When examined in the lung parenchyma window; There is one calcified nodule in the lower lobe of the right lung. Bilateral adrenal glands were normal and no space-occupying lesion was detected. In the anterior mediastinum, there is a triangular shaped soft tissue density structure that does not give a clear contour (thymic remnant?). There are degenerative changes in the bones in the examination area. Thoracic aorta diameter is normal. No enlarged lymph nodes in prevascular, pre-paratracheal, subcarinal or bilateral hilar-axillary pathological dimensions were detected. There is one nodule smaller than 5 mm at the level of the posterobasal segment of the lower lobe of the right lung. There is a soft tissue density lesion of 4 mm in diameter, located in the lateral part at the level of the superior nipple of the left breast (intramamarian lymph node?). Trachea, both main bronchi are open. Mediastinal main vascular structures, heart contour, size are normal. Upper abdominal organs included in the sections are normal. No space-occupying lesion was detected in the liver that entered the cross-sectional area. Thoracic esophagus calibration was normal and no significant tumoral wall thickening was detected. |
train_5378_a_1.nii.gz | lung | There is one nodule smaller than 5 mm at the level of the posterobasal segment of the lower lobe of the right lung. When examined in the lung parenchyma window; There is one calcified nodule in the lower lobe of the right lung. |
train_5378_a_1.nii.gz | lung/lung | There is one nodule smaller than 5 mm at the level of the posterobasal segment of the lower lobe of the right lung. When examined in the lung parenchyma window; There is one calcified nodule in the lower lobe of the right lung. |
train_5378_a_1.nii.gz | lung/lung/right lung | There is one nodule smaller than 5 mm at the level of the posterobasal segment of the lower lobe of the right lung. When examined in the lung parenchyma window; There is one calcified nodule in the lower lobe of the right lung. |
train_5378_a_1.nii.gz | lung/lung/right lung/right lung lower lobe | There is one nodule smaller than 5 mm at the level of the posterobasal segment of the lower lobe of the right lung. When examined in the lung parenchyma window; There is one calcified nodule in the lower lobe of the right lung. |
train_5378_a_1.nii.gz | lung/lung/lung lower lobe | There is one nodule smaller than 5 mm at the level of the posterobasal segment of the lower lobe of the right lung. When examined in the lung parenchyma window; There is one calcified nodule in the lower lobe of the right lung. |
train_5378_a_1.nii.gz | lung/lung/lung lower lobe/right lung lower lobe | There is one nodule smaller than 5 mm at the level of the posterobasal segment of the lower lobe of the right lung. When examined in the lung parenchyma window; There is one calcified nodule in the lower lobe of the right lung. |
train_5378_a_1.nii.gz | trachea and bronchie | Trachea, both main bronchi are open. |
train_5378_a_1.nii.gz | trachea and bronchie/trachea | Trachea, both main bronchi are open. |
train_5378_a_1.nii.gz | trachea and bronchie/bronchie | Trachea, both main bronchi are open. |
train_5378_a_1.nii.gz | mediastinum | Thoracic aorta diameter is normal. No enlarged lymph nodes in prevascular, pre-paratracheal, subcarinal or bilateral hilar-axillary pathological dimensions were detected. In the anterior mediastinum, there is a triangular shaped soft tissue density structure that does not give a clear contour (thymic remnant?). Mediastinal main vascular structures, heart contour, size are normal. |
train_5378_a_1.nii.gz | mediastinum/aorta | Thoracic aorta diameter is normal. |
train_5378_a_1.nii.gz | mediastinum/mediastinal tissue | No enlarged lymph nodes in prevascular, pre-paratracheal, subcarinal or bilateral hilar-axillary pathological dimensions were detected. In the anterior mediastinum, there is a triangular shaped soft tissue density structure that does not give a clear contour (thymic remnant?). Mediastinal main vascular structures, heart contour, size are normal. |
train_5378_a_1.nii.gz | heart | Pericardial effusion-thickening was not observed. Mediastinal main vascular structures, heart contour, size are normal. |
train_5378_a_1.nii.gz | heart/heart | Pericardial effusion-thickening was not observed. Mediastinal main vascular structures, heart contour, size are normal. |
train_5378_a_1.nii.gz | heart/heart/heart tissue | Pericardial effusion-thickening was not observed. |
train_5378_a_1.nii.gz | esophagus | Thoracic esophagus calibration was normal and no significant tumoral wall thickening was detected. |
train_5378_a_1.nii.gz | esophagus/esophagus | Thoracic esophagus calibration was normal and no significant tumoral wall thickening was detected. |
train_5378_a_1.nii.gz | esophagus/esophagus/cervical esophagus | Thoracic esophagus calibration was normal and no significant tumoral wall thickening was detected. |
train_5378_a_1.nii.gz | bone | There are degenerative changes in the bones in the examination area. |
train_5378_a_1.nii.gz | bone/bone | There are degenerative changes in the bones in the examination area. |
train_5378_a_1.nii.gz | breast | There is a soft tissue density lesion of 4 mm in diameter, located in the lateral part at the level of the superior nipple of the left breast (intramamarian lymph node?). |
train_5378_a_1.nii.gz | breast/breast | There is a soft tissue density lesion of 4 mm in diameter, located in the lateral part at the level of the superior nipple of the left breast (intramamarian lymph node?). |
train_5378_a_1.nii.gz | breast/breast/left breast | There is a soft tissue density lesion of 4 mm in diameter, located in the lateral part at the level of the superior nipple of the left breast (intramamarian lymph node?). |
train_5378_a_1.nii.gz | abdomen | Bilateral adrenal glands were normal and no space-occupying lesion was detected. Thoracic aorta diameter is normal. Upper abdominal organs included in the sections are normal. No space-occupying lesion was detected in the liver that entered the cross-sectional area. |
train_5378_a_1.nii.gz | abdomen/abdomen | Bilateral adrenal glands were normal and no space-occupying lesion was detected. Thoracic aorta diameter is normal. Upper abdominal organs included in the sections are normal. No space-occupying lesion was detected in the liver that entered the cross-sectional area. |
train_5378_a_1.nii.gz | abdomen/abdomen/abdominal tissue | Upper abdominal organs included in the sections are normal. |
train_5378_a_1.nii.gz | abdomen/abdomen/adrenal gland | Bilateral adrenal glands were normal and no space-occupying lesion was detected. |
train_5378_a_1.nii.gz | abdomen/abdomen/aorta | Thoracic aorta diameter is normal. |
train_5378_a_1.nii.gz | abdomen/abdomen/liver | No space-occupying lesion was detected in the liver that entered the cross-sectional area. |
train_9693_a_1.nii.gz | null | No lytic-destructive lesion was detected in the bone structures in the study area. Significant emphysematous changes were observed in the upper lobes of the bilateral lungs. Thoracic aorta diameter is normal. No occlusive pathology was detected in the lumen. Upper abdominal organs included in the sections are normal. Subsegmental atelectasis areas were observed in the lower lobes of both lungs. Calcific atherosclerotic plaques were observed on the wall of the coronary artery. Bilateral adrenal glands were normal and no space-occupying lesion was detected. Vertebral corpus heights are preserved. Trachea, both main bronchi are open. Thoracic esophagus calibration was normal and no significant tumoral wall thickening was detected. There are lymph nodes measuring 10x7.4 mm in size in the upper-lower paratracheal, prevascular, and lower paratracheal areas. When examined in the lung parenchyma window; Density increases consistent with fibrosis causing parenchymal distortion including calcification in both lungs apical were observed. Mediastinal main vascular structures, heart contour, size are normal. Bronchiectasis changes were observed in the bilateral central part. Pericardial effusion-thickening was not observed. Pleural effusion-thickening was not detected. No nodular or infiltrative lesion was detected in both lung parenchyma. No space-occupying lesion was detected in the liver that entered the cross-sectional area. |
train_9693_a_1.nii.gz | lung | Subsegmental atelectasis areas were observed in the lower lobes of both lungs. Significant emphysematous changes were observed in the upper lobes of the bilateral lungs. No nodular or infiltrative lesion was detected in both lung parenchyma. When examined in the lung parenchyma window; Density increases consistent with fibrosis causing parenchymal distortion including calcification in both lungs apical were observed. |
train_9693_a_1.nii.gz | lung/lung | Subsegmental atelectasis areas were observed in the lower lobes of both lungs. Significant emphysematous changes were observed in the upper lobes of the bilateral lungs. No nodular or infiltrative lesion was detected in both lung parenchyma. When examined in the lung parenchyma window; Density increases consistent with fibrosis causing parenchymal distortion including calcification in both lungs apical were observed. |
train_9693_a_1.nii.gz | lung/lung/lung lower lobe | Subsegmental atelectasis areas were observed in the lower lobes of both lungs. |
train_9693_a_1.nii.gz | lung/lung/lung upper lobe | Significant emphysematous changes were observed in the upper lobes of the bilateral lungs. |
train_9693_a_1.nii.gz | trachea and bronchie | Bronchiectasis changes were observed in the bilateral central part. No occlusive pathology was detected in the lumen. Trachea, both main bronchi are open. |
train_9693_a_1.nii.gz | trachea and bronchie/trachea | Trachea, both main bronchi are open. |
train_9693_a_1.nii.gz | trachea and bronchie/bronchie | Bronchiectasis changes were observed in the bilateral central part. No occlusive pathology was detected in the lumen. Trachea, both main bronchi are open. |
train_9693_a_1.nii.gz | mediastinum | There are lymph nodes measuring 10x7.4 mm in size in the upper-lower paratracheal, prevascular, and lower paratracheal areas. Thoracic aorta diameter is normal. Mediastinal main vascular structures, heart contour, size are normal. |
train_9693_a_1.nii.gz | mediastinum/aorta | Thoracic aorta diameter is normal. |
train_9693_a_1.nii.gz | mediastinum/mediastinal tissue | There are lymph nodes measuring 10x7.4 mm in size in the upper-lower paratracheal, prevascular, and lower paratracheal areas. Mediastinal main vascular structures, heart contour, size are normal. |
train_9693_a_1.nii.gz | heart | Pericardial effusion-thickening was not observed. Calcific atherosclerotic plaques were observed on the wall of the coronary artery. Mediastinal main vascular structures, heart contour, size are normal. |
train_9693_a_1.nii.gz | heart/heart | Pericardial effusion-thickening was not observed. Calcific atherosclerotic plaques were observed on the wall of the coronary artery. Mediastinal main vascular structures, heart contour, size are normal. |
train_9693_a_1.nii.gz | heart/heart/heart tissue | Pericardial effusion-thickening was not observed. Calcific atherosclerotic plaques were observed on the wall of the coronary artery. |
train_9693_a_1.nii.gz | esophagus | Thoracic esophagus calibration was normal and no significant tumoral wall thickening was detected. |
train_9693_a_1.nii.gz | esophagus/esophagus | Thoracic esophagus calibration was normal and no significant tumoral wall thickening was detected. |
train_9693_a_1.nii.gz | esophagus/esophagus/cervical esophagus | Thoracic esophagus calibration was normal and no significant tumoral wall thickening was detected. |
train_9693_a_1.nii.gz | pleura | Pleural effusion-thickening was not detected. |
train_9693_a_1.nii.gz | pleura/pleura | Pleural effusion-thickening was not detected. |
train_9693_a_1.nii.gz | bone | No lytic-destructive lesion was detected in the bone structures in the study area. Vertebral corpus heights are preserved. |
train_9693_a_1.nii.gz | bone/bone | No lytic-destructive lesion was detected in the bone structures in the study area. Vertebral corpus heights are preserved. |
train_9693_a_1.nii.gz | bone/bone/vertebrae | Vertebral corpus heights are preserved. |
train_9693_a_1.nii.gz | abdomen | Bilateral adrenal glands were normal and no space-occupying lesion was detected. Thoracic aorta diameter is normal. Upper abdominal organs included in the sections are normal. No space-occupying lesion was detected in the liver that entered the cross-sectional area. |
train_9693_a_1.nii.gz | abdomen/abdomen | Bilateral adrenal glands were normal and no space-occupying lesion was detected. Thoracic aorta diameter is normal. Upper abdominal organs included in the sections are normal. No space-occupying lesion was detected in the liver that entered the cross-sectional area. |
train_9693_a_1.nii.gz | abdomen/abdomen/abdominal tissue | Upper abdominal organs included in the sections are normal. |
train_9693_a_1.nii.gz | abdomen/abdomen/adrenal gland | Bilateral adrenal glands were normal and no space-occupying lesion was detected. |
train_9693_a_1.nii.gz | abdomen/abdomen/aorta | Thoracic aorta diameter is normal. |
train_9693_a_1.nii.gz | abdomen/abdomen/liver | No space-occupying lesion was detected in the liver that entered the cross-sectional area. |
train_15109_b_1.nii.gz | null | Pericardial minimal effusion is observed and measured as 6 mm at its deepest point. No pathological increase in wall thickness was detected in the thoracic esophagus. The port chamber is observed under the skin on the left anterior chest wall, and it extends from the left internal jugular vein to the level of the superior right atrium junction of the vena cava. Hyperdense stone is observed in the gallbladder lumen in the abdominal sections within the image. In the lower pole and middle zone of the right kidney, there are heterogeneous hyperdense appearances that cause expansion in the parenchyma. No lytic or destructive lesions were observed in the bone structures in the examination area, and the height of the vertebral corpus was preserved. Lymphadenopathies measuring approximately 23 mm in size are observed in the mediastinum, bilateral supraclavicular, bilateral axillary region, and in the right upper paratracheal level, as far as the short diameter of the larger one forming conglomeration in the mediastinum can be observed. The examination cannot be characterized due to the lack of contrast, and it was evaluated primarily in favor of lymphoma involvement in the case with primary lymphoma. When examined in the lung parenchyma window; Active infiltration or mass lesion is not observed in both lungs, and there are areas of increase in density evaluated as secondary to compressive atelectasis. Minimal free fluid is observed in the perihepatic and perisplenic areas. Calibration of vascular structures and heart contour size are natural. In addition, lymphadenopathies are observed in the celiac trunk, SMA, paraaortic, interaortokaval and paracaval areas in the upper abdomen sections within the image. Trachea, both main bronchi are open and no obstructive pathology is observed. Mediastinal main vascular structures were not evaluated optimally because the cardiac examination was without IV contrast. |
train_15109_b_1.nii.gz | lung | When examined in the lung parenchyma window; Active infiltration or mass lesion is not observed in both lungs, and there are areas of increase in density evaluated as secondary to compressive atelectasis. |
train_15109_b_1.nii.gz | lung/lung | When examined in the lung parenchyma window; Active infiltration or mass lesion is not observed in both lungs, and there are areas of increase in density evaluated as secondary to compressive atelectasis. |
train_15109_b_1.nii.gz | trachea and bronchie | Trachea, both main bronchi are open and no obstructive pathology is observed. |
train_15109_b_1.nii.gz | trachea and bronchie/trachea | Trachea, both main bronchi are open and no obstructive pathology is observed. |
train_15109_b_1.nii.gz | trachea and bronchie/bronchie | Trachea, both main bronchi are open and no obstructive pathology is observed. |
train_15109_b_1.nii.gz | mediastinum | Lymphadenopathies measuring approximately 23 mm in size are observed in the mediastinum, bilateral supraclavicular, bilateral axillary region, and in the right upper paratracheal level, as far as the short diameter of the larger one forming conglomeration in the mediastinum can be observed. The port chamber is observed under the skin on the left anterior chest wall, and it extends from the left internal jugular vein to the level of the superior right atrium junction of the vena cava. In addition, lymphadenopathies are observed in the celiac trunk, SMA, paraaortic, interaortokaval and paracaval areas in the upper abdomen sections within the image. Mediastinal main vascular structures were not evaluated optimally because the cardiac examination was without IV contrast. |
train_15109_b_1.nii.gz | mediastinum/superior vena cava | The port chamber is observed under the skin on the left anterior chest wall, and it extends from the left internal jugular vein to the level of the superior right atrium junction of the vena cava. |
train_15109_b_1.nii.gz | mediastinum/aorta | In addition, lymphadenopathies are observed in the celiac trunk, SMA, paraaortic, interaortokaval and paracaval areas in the upper abdomen sections within the image. |
train_15109_b_1.nii.gz | mediastinum/mediastinal tissue | Lymphadenopathies measuring approximately 23 mm in size are observed in the mediastinum, bilateral supraclavicular, bilateral axillary region, and in the right upper paratracheal level, as far as the short diameter of the larger one forming conglomeration in the mediastinum can be observed. Mediastinal main vascular structures were not evaluated optimally because the cardiac examination was without IV contrast. |
train_15109_b_1.nii.gz | heart | Calibration of vascular structures and heart contour size are natural. Pericardial minimal effusion is observed and measured as 6 mm at its deepest point. Mediastinal main vascular structures were not evaluated optimally because the cardiac examination was without IV contrast. |
train_15109_b_1.nii.gz | heart/heart | Calibration of vascular structures and heart contour size are natural. Pericardial minimal effusion is observed and measured as 6 mm at its deepest point. Mediastinal main vascular structures were not evaluated optimally because the cardiac examination was without IV contrast. |
train_15109_b_1.nii.gz | heart/heart/heart tissue | Calibration of vascular structures and heart contour size are natural. Pericardial minimal effusion is observed and measured as 6 mm at its deepest point. Mediastinal main vascular structures were not evaluated optimally because the cardiac examination was without IV contrast. |
train_15109_b_1.nii.gz | esophagus | No pathological increase in wall thickness was detected in the thoracic esophagus. |
train_15109_b_1.nii.gz | esophagus/esophagus | No pathological increase in wall thickness was detected in the thoracic esophagus. |
train_15109_b_1.nii.gz | bone | No lytic or destructive lesions were observed in the bone structures in the examination area, and the height of the vertebral corpus was preserved. |
train_15109_b_1.nii.gz | bone/bone | No lytic or destructive lesions were observed in the bone structures in the examination area, and the height of the vertebral corpus was preserved. |
train_15109_b_1.nii.gz | bone/bone/vertebrae | No lytic or destructive lesions were observed in the bone structures in the examination area, and the height of the vertebral corpus was preserved. |
train_15109_b_1.nii.gz | abdomen | Hyperdense stone is observed in the gallbladder lumen in the abdominal sections within the image. In the lower pole and middle zone of the right kidney, there are heterogeneous hyperdense appearances that cause expansion in the parenchyma. The examination cannot be characterized due to the lack of contrast, and it was evaluated primarily in favor of lymphoma involvement in the case with primary lymphoma. Minimal free fluid is observed in the perihepatic and perisplenic areas. In addition, lymphadenopathies are observed in the celiac trunk, SMA, paraaortic, interaortokaval and paracaval areas in the upper abdomen sections within the image. |
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RadGenome Chest CT: A Grounded Vision-Language Dataset for Chest CT Analysis
Developing generalist foundation model has recently attracted tremendous attention among researchers in the field of AI for Medicine (AI4Medicine). A pivotal insight in developing these models is their reliance on dataset scaling, which emphasizes the requirements on developing open-source medical image datasets that incorporate diverse supervision signals across various imaging modalities.
We introduce RadGenome-Chest CT, a comprehensive, large-scale, region-guided 3D chest CT interpretation dataset based on CT-RATE. Specifically, we leverage the latest powerful universal segmentation and large language models, to extend the original datasets (over 25,692 non-contrast 3D chest CT volume and reports from 20,000 patients) from the following aspects: (i) organ-level segmentation masks covering 197 categories, which provide intermediate reasoning visual clues for interpretation; (ii) 665 K multi-granularity grounded reports, where each sentence of the report is linked to the corresponding anatomical region of CT volume in the form of a segmentation mask; (iii) 1.3 M grounded VQA pairs, where questions and answers are all linked with reference segmentation masks, enabling models to associate visual evidence with textual explanations. All grounded reports and VQA pairs in the validation set have gone through manual verification to ensure dataset quality.
We believe that RadGenome-Chest CT can significantly advance the development of multimodal medical foundation models, by training to generate texts based on given segmentation regions, which is unattainable with previous relevant datasets. We will release all segmentation masks, grounded reports, and VQA pairs to facilitate further research and development in this field.
Citing Us
If you use RadGenome Chest CT, we would appreciate your references to CT-CLIP and our paper.
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