SemiHVision: Enhancing Medical Multimodal Models with a Semi-Human Annotated Dataset and Fine-Tuned Instruction Generation
Paper
• 2410.14948 • Published
Dataset Preview
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 1 new columns ({'image_id'})
This happened while the json dataset builder was generating data using
hf://datasets/akemiH/SemiHVision/PMC_Instruct.json (at revision 071935bcb3d4c8d68909dd2609211b7488178c11)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1869, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 580, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2292, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
image_id: string
conversations: list<item: struct<from: string, value: string>>
child 0, item: struct<from: string, value: string>
child 0, from: string
child 1, value: string
image: string
-- schema metadata --
pandas: '{"index_columns": [], "column_indexes": [], "columns": [{"name":' + 450
to
{'conversations': [{'from': Value(dtype='string', id=None), 'value': Value(dtype='string', id=None)}], 'image': Value(dtype='string', id=None)}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1387, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in stream_convert_to_parquet
builder._prepare_split(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1740, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 1 new columns ({'image_id'})
This happened while the json dataset builder was generating data using
hf://datasets/akemiH/SemiHVision/PMC_Instruct.json (at revision 071935bcb3d4c8d68909dd2609211b7488178c11)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
conversations list | image string |
|---|---|
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Abdominal contrast-enhanced computed tomography (CT) scan demonstrates multiple findings:\n\n1. The liver appears enlarged with heterogeneous enhancement patterns indic... | DeepLesion/Key_slices/002988_03_01_313.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial section of an abdominal CT scan reveals the following findings:\n\n- The liver appears normal in size with homogenous attenuation and no focal lesions detected.\n... | DeepLesion/Key_slices/003040_04_02_378.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The axial CT scan image of the abdomen shows an observed abnormality in the left lobe of the liver. A hypodense lesion is present, as indicated by the green box. This l... | DeepLesion/Key_slices/003503_03_02_367.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial contrast-enhanced computed tomography (CT) scan of the abdomen shows:\n\n1. Normal appearance of the kidneys with no evidence of hydronephrosis, masses, or stones... | DeepLesion/Key_slices/000382_01_01_069.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial contrast-enhanced computed tomography (CT) scan of the abdomen reveals a heterogeneous, hyperdense lesion located within the right renal parenchyma. The lesion de... | DeepLesion/Key_slices/001082_02_01_027.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided CT scan of the abdomen demonstrates the presence of a cross-sectional abdominal view showing the liver, aorta, vertebral column, and surrounding structures... | DeepLesion/Key_slices/000059_02_01_044.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided computed tomography (CT) scan image depicts an axial slice of the upper thorax. The following observations are noted:\n\n- The mediastinum appears within n... | DeepLesion/Key_slices/003317_02_01_028.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided CT scan image presents a transverse section of the thoracic region. The scan reveals the following observations:\n\n1. **Lung Fields**: The lung parenchyma... | DeepLesion/Key_slices/001039_04_01_100.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial computed tomography (CT) scan of the chest reveals a soft tissue density lesion within the anterior mediastinum. The lesion exhibits heterogeneous enhancement and... | DeepLesion/Key_slices/001634_02_02_090.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Abdominal computed tomography (CT) scan reveals a well-circumscribed, hypodense lesion within the liver parenchyma, suggestive of a hepatic cyst or potentially a hepati... | DeepLesion/Key_slices/004110_02_01_077.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial CT scan of the chest reveals the following findings:\n\n1. The bilateral lung fields demonstrate the presence of a large, centrally located soft tissue mass occup... | DeepLesion/Key_slices/002090_04_02_104.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Abdominal contrast-enhanced computed tomography (CT) scan reveals the presence of a well-circumscribed, slightly hyperdense lesion located in the left kidney, indicativ... | DeepLesion/Key_slices/001300_03_02_064.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided CT scan images reveal the following findings:\n\n- Identification of a nodule or mass in the right lung, located peripherally in the anterior segment of th... | DeepLesion/Key_slices/000308_01_01_145.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided computed tomography (CT) scan of the thorax reveals the following observations:\n\n1. The lungs show the presence of multiple bilateral pulmonary nodules, ... | DeepLesion/Key_slices/003637_01_01_157.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided thoracic CT scan image reveals the following observations:\n\n- **Pulmonary Findings:** There are multiple small, rounded opacities scattered throughout th... | DeepLesion/Key_slices/000500_04_02_161.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided axial CT scan without contrast reveals the following findings:\n\n1. Pulmonary Parenchyma: There is no evidence of focal lung parenchymal opacities, masses... | DeepLesion/Key_slices/002877_01_02_066.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided axial CT scan demonstrates the presence of a large, centrally located, well-defined lesion with heterogeneous attenuation values within the liver. There is... | DeepLesion/Key_slices/000114_02_01_234.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial CT scan of the pelvis reveals a mass lesion located centrally within the pelvic cavity. The lesion appears to be well-defined with a heterogeneous attenuation pat... | DeepLesion/Key_slices/000269_01_01_103.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided thoracic CT scan demonstrates multiple areas of ground-glass opacities and consolidations in the right lung, indicating possible infection or inflammation.... | DeepLesion/Key_slices/003024_02_02_145.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial CT imaging of the abdomen reveals a heterogeneous mass located in the retroperitoneal space, adjacent to the superior mesenteric artery. The mass demonstrates mix... | DeepLesion/Key_slices/002445_01_02_377.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial non-contrast computed tomography (CT) scan of the abdomen demonstrates a cross-sectional view at the level of the lower abdominal and pelvic regions. There is a n... | DeepLesion/Key_slices/000063_05_01_045.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided axial CT scan image of the abdomen demonstrates the following observations:\n\n1. **Liver**: The liver parenchyma appears to possess a homogeneous attenuat... | DeepLesion/Key_slices/000392_02_01_079.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial computed tomography (CT) scan of the abdomen and pelvis displays the following observations:\n\n1. There is a well-circumscribed, hyperdense area within the left ... | DeepLesion/Key_slices/001394_02_01_333.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial view of an abdominal computed tomography (CT) scan reveals the presence of an ovoid, hypodense lesion located in the mid-abdomen with approximate dimensions demar... | DeepLesion/Key_slices/003263_01_01_061.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided axial CT scan of the chest demonstrates the following findings:\n\n1. **Parenchymal Nodules**: There are multiple small nodules visible in both lung fields... | DeepLesion/Key_slices/002137_01_01_213.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided CT scan image is a cross-sectional view of the thorax. The image reveals the presence of a significant radiodense mass within the left upper quadrant of th... | DeepLesion/Key_slices/000758_02_01_024.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided computed tomography (CT) scan of the abdomen reveals a transversal slice showcasing various abdominal structures. Notable observations from the scan includ... | DeepLesion/Key_slices/001294_01_02_261.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided computed tomography (CT) scan of the chest shows a transverse section through the thorax at a level just below the carina. The scan illustrates the followi... | DeepLesion/Key_slices/003470_01_01_003.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial computed tomography (CT) scan of the chest demonstrates a well-circumscribed, round, hyperdense lesion within the anterior mediastinum. The lesion exhibits homoge... | DeepLesion/Key_slices/004435_01_01_144.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial computed tomography (CT) scan of the abdomen demonstrates the following significant findings:\n\n- A circumscribed, hyperattenuating lesion is noted in the left s... | DeepLesion/Key_slices/002116_01_01_116.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial computed tomography (CT) scan of the chest demonstrates the presence of a solitary pulmonary nodule (SPN) in the right upper lobe near the intrapulmonary region. ... | DeepLesion/Key_slices/000678_01_01_015.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial CT scan of the chest shows evidence of bilateral pulmonary nodules. The nodules are variably-sized and distributed in both lungs, predominantly in the peripheral ... | DeepLesion/Key_slices/002630_03_01_138.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial computed tomography (CT) scan of the abdomen demonstrates the following findings:\n\n- There is the presence of a large, well-circumscribed, hypodense lesion in t... | DeepLesion/Key_slices/003717_01_01_055.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial computed tomography (CT) scan of the abdomen demonstrates the following findings:\n\n- The liver and spleen appear normal in size and attenuation, with no evidenc... | DeepLesion/Key_slices/000523_06_01_063.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial slice of a chest computed tomography (CT) scan reveals the lung parenchyma with multiple scattered nodular opacities. These opacities are more prominent in the lo... | DeepLesion/Key_slices/003258_03_03_230.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided CT scan image depicts an axial view of the abdomen. Notable findings include:\n\n- Hepatomegaly: The liver appears enlarged.\n- Heterogeneous liver parench... | DeepLesion/Key_slices/001884_01_02_297.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial chest CT scan without contrast reveals the following findings:\n\n1. There is a well-circumscribed, round lesion in the right lower lobe of the lung, identified a... | DeepLesion/Key_slices/002047_03_02_170.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial computed tomography (CT) scan of the thorax reveals a contrast-enhanced mass located in the right upper mediastinum. The mass demonstrates signs of heterogeneity ... | DeepLesion/Key_slices/003207_01_01_025.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial contrast-enhanced computed tomography (CT) scan of the chest reveals the presence of a well-defined, hyperdense lesion located adjacent to the vertebral body, sug... | DeepLesion/Key_slices/000826_02_01_025.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The axial CT scan of the chest reveals the following findings:\n\n1. **Pulmonary Structures**: There is evidence of mosaic attenuation in the pulmonary parenchyma, indi... | DeepLesion/Key_slices/003209_01_02_179.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Abdominal contrast-enhanced computed tomography (CT) scan reveals several notable features:\n\n1. Presence of enlarged mesenteric lymph nodes suggestive of lymphadenopa... | DeepLesion/Key_slices/003653_01_01_350.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Abdominal contrast-enhanced computed tomography (CT) scan reveals the following observations:\n\n1. Presence of a hypodense lesion in the liver, suggestive of possible ... | DeepLesion/Key_slices/004028_01_04_266.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial CT images of the abdomen and pelvis demonstrate the following findings:\n\n1. Presence of multiple lesions in the liver, suggestive of hepatic cysts or possibly m... | DeepLesion/Key_slices/004061_01_01_080.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided computed tomography (CT) scan image of the abdomen shows an axial slice through the upper abdomen. The liver appears to be properly enhanced without any si... | DeepLesion/Key_slices/001759_02_01_045.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial computed tomography (CT) scan of the abdomen reveals several significant findings. There is an evident mass located in the liver, characterized by a hypodense les... | DeepLesion/Key_slices/003619_01_02_016.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Abdominal contrast-enhanced computed tomography (CT) scan reveals a kidney lesion characterized by a hypodense mass in the left kidney measuring approximately 3 x 2.5 c... | DeepLesion/Key_slices/000652_02_01_094.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial computed tomography (CT) scan of the thorax demonstrates multiple findings of clinical significance. There is a presence of a bilateral pleural effusion, more pro... | DeepLesion/Key_slices/003145_02_02_206.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial slice of an abdominal CT scan reveals multiple significant findings. Observed is the presence of a heterogeneously enhancing mass in the liver parenchyma within t... | DeepLesion/Key_slices/002881_01_01_065.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided axial CT scan of the chest reveals several notable findings:\n\n1. **Bilateral Pulmonary Findings:**\n - Presence of multiple ground-glass opacities and ... | DeepLesion/Key_slices/000143_10_02_163.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided CT scan image is a transverse section through the thoracoabdominal region. The following observations are noted:\n\n1. **Lung Fields**: There is evidence o... | DeepLesion/Key_slices/001252_03_03_247.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "**CT Abdomen** \n\n**Findings:**\n\n1. **Liver:** The liver appears to be within normal limits in size and contour. There is no evidence of focal hepatic lesions or irr... | DeepLesion/Key_slices/002364_02_02_313.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided chest computed tomography (CT) scan image reveals the following findings:\n\n- Multiple nodular opacities within the lung parenchyma bilaterally, particula... | DeepLesion/Key_slices/000397_02_01_180.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided computed tomography (CT) scan of the thorax reveals the following findings:\n\nThere is a well-defined nodule located in the right lung, adjacent to the me... | DeepLesion/Key_slices/001517_02_02_079.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Abdominal CT scan shows the presence of a well-defined mass located in the pelvic region along the left side. The mass appears to be heterogenous in density, with areas... | DeepLesion/Key_slices/000523_06_01_105.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided axial CT scan image of the abdomen demonstrates the presence of a hypodense lesion in the right lobe of the liver. The lesion appears well-demarcated and h... | DeepLesion/Key_slices/002681_02_01_055.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided CT scan images show transverse sections of the thorax. \n\nFindings on the scan reveal multiple patchy areas of ground-glass opacity within the pulmonary p... | DeepLesion/Key_slices/003347_03_02_118.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial non-contrast computed tomography (CT) scan of the chest reveals the following findings:\n\n1. Lung Parenchyma: There is evidence of multiple, small, scattered, ro... | DeepLesion/Key_slices/000230_04_01_242.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial contrast-enhanced computed tomography (CT) scan of the abdomen shows multiple findings of clinical significance. The bowel appears to have variable densities like... | DeepLesion/Key_slices/000939_02_01_078.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided computed tomography (CT) scan of the abdomen reveals the following observations:\n\n1. **Abdominal Structures**: The CT scan slice captures various abdomin... | DeepLesion/Key_slices/003784_01_01_436.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided abdominal CT scan reveals the following findings:\n\n1. There are two well-defined regions of interest (ROIs) located in the abdominal cavity, marked with ... | DeepLesion/Key_slices/001935_02_01_030.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial CT scan of the chest reveals a soft tissue mass in the left hemithorax, adjacent to the mediastinum. The mass appears to cause a mild mass effect on the adjacent ... | DeepLesion/Key_slices/004235_01_01_048.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial chest CT scan reveals the following observations:\n\n1. Pulmonary Parenchyma: No evidence of focal consolidations, ground-glass opacities, or cavitary lesions. Th... | DeepLesion/Key_slices/001186_01_02_157.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided CT scan image of the thorax demonstrates the following observations:\n\n1. **Pulmonary Parenchyma**: There are no evident focal parenchymal consolidations ... | DeepLesion/Key_slices/002376_03_01_045.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided CT scan image reveals the following findings:\n\n- The liver appears enlarged, suggestive of hepatomegaly. There is a distinctive inhomogeneous, mottled pa... | DeepLesion/Key_slices/002583_02_01_054.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial chest CT scan demonstrates the presence of a well-defined, hypodense lesion located in the posterior segment of the right upper lobe. The lesion exhibits irregula... | DeepLesion/Key_slices/003477_01_02_227.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial CT image of the thorax demonstrates a well-circumscribed, hyperdense lesion within the right lung field, as highlighted by the green box. An area of increased att... | DeepLesion/Key_slices/001365_04_01_053.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Transverse CT scan of the abdomen and pelvis reveals the following features:\n\n1. Presence of multiple hypodense lesions, varying in size and with unclear demarcation,... | DeepLesion/Key_slices/000521_02_01_373.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The axial view of the chest computed tomography (CT) scan reveals several noteworthy findings. There is evidence of multiple pulmonary nodules in both lung fields, with... | DeepLesion/Key_slices/002519_01_01_103.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial CT scan of the abdomen reveals a soft tissue density mass within the right renal parenchyma. The mass appears well-circumscribed and demonstrates heterogeneous en... | DeepLesion/Key_slices/000420_03_01_058.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial CT scan of the chest reveals an anterior mediastinal mass which demonstrates heterogenous enhancement. The lesion is enclosed within a green bounding box in the i... | DeepLesion/Key_slices/000299_03_01_045.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided non-contrast-enhanced computed tomography (CT) scan of the chest demonstrates multifocal consolidations with a predominantly peripheral distribution in bot... | DeepLesion/Key_slices/001143_08_03_158.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial computed tomography (CT) scan of the abdomen reveals the presence of a hypodense lesion located anterior to the liver, suggestive of a subcapsular hepatic hematom... | DeepLesion/Key_slices/003787_01_01_265.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial computed tomography (CT) scan of the thorax reveals the presence of a well-defined, centrally located hyperdense lesion in the right lung field, suggestive of a p... | DeepLesion/Key_slices/001975_01_01_139.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial computed tomography (CT) scan of the abdomen at the level of the renal hila. The liver appears within normal limits in terms of size, shape, and attenuation. Both... | DeepLesion/Key_slices/000584_02_01_119.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial computed tomography (CT) scan of the chest reveals the following findings:\n\n- The mediastinum appears normal in size without evidence of mediastinal mass or lym... | DeepLesion/Key_slices/003271_01_01_124.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial contrast-enhanced computed tomography (CT) scan of the abdomen reveals a heterogeneous mass in the mid-abdomen, anterior to the aorta, measuring approximately 3.8... | DeepLesion/Key_slices/000472_05_01_073.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial computed tomography (CT) scan at the level of the neck demonstrates the following:\n\n- Enlarged and heterogeneous thyroid gland more prominent on the right side,... | DeepLesion/Key_slices/002662_01_01_008.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial contrast-enhanced computed tomography (CT) scan of the abdomen and pelvis demonstrates multiple significant findings. There is evidence of multiple lymph nodes in... | DeepLesion/Key_slices/001540_07_01_328.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided CT scan reveals the following observations:\nThe scan demonstrates a mass located within the middle mediastinum. The mass appears to be well-circumscribed,... | DeepLesion/Key_slices/000916_01_01_034.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The axial CT scan of the chest shows a lesion in the right upper lobe of the lung measuring approximately 3.2 cm in the greatest diameter. The lesion exhibits a solid t... | DeepLesion/Key_slices/001579_09_02_211.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial computed tomography (CT) scan of the abdomen performed with intravenous contrast demonstrates a complex, heterogeneous mass in the central abdomen, with involveme... | DeepLesion/Key_slices/003848_01_01_523.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial computed tomography (CT) scan of the chest demonstrates the following findings:\n\n1. There is a notable area of hyperintensity within the central mediastinum, su... | DeepLesion/Key_slices/004095_01_02_064.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided CT scan images depict an axial view of the abdomen. Observations include a moderate-level diffuse hepatomegaly with no apparent focal hepatic lesions. The ... | DeepLesion/Key_slices/003884_03_01_059.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The axial CT scan of the chest reveals the following observations:\n\nThere is evidence of bilateral pulmonary nodules scattered throughout both lung fields. Some nodul... | DeepLesion/Key_slices/001367_06_03_149.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial computed tomography (CT) scan of the thorax reveals the following observations:\n\n1. Mediastinal Structures: Normal contour and dimensions of the heart and great... | DeepLesion/Key_slices/000453_03_01_035.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided abdominal CT scan image demonstrates a significant abnormality within the liver. There is a prominent hypodense lesion in the right hepatic lobe, exhibitin... | DeepLesion/Key_slices/002358_01_01_069.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial contrast-enhanced computed tomography (CT) scan of the chest reveals a heterogeneous mass within the mediastinal region, adjacent to the hilum of the left lung. T... | DeepLesion/Key_slices/000905_03_01_034.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The axial CT scan of the abdomen, with contrast enhancement, reveals several findings of note:\n\n1. **Renal Lesion:** Within the left kidney, there is a hypodense lesi... | DeepLesion/Key_slices/001983_04_01_052.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided computed tomography (CT) scan of the abdomen reveals the following findings:\n\n1. **Free Fluid Collection**: Notable presence of free fluid in the periton... | DeepLesion/Key_slices/002822_02_01_465.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial computed tomography (CT) scan of the chest demonstrates the presence of an anterior mediastinal mass with heterogenous density, localized between the ascending ao... | DeepLesion/Key_slices/001143_08_02_124.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided chest computed tomography (CT) image reveals an axial cross-section through the thoracic cavity. The following observations are noted:\n\n1. **Cardiac silh... | DeepLesion/Key_slices/002608_02_01_219.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The axial CT scan of the abdomen reveals the following findings:\n\n1. **Liver**: Normal size with homogeneous parenchymal enhancement. No focal lesions or abnormalitie... | DeepLesion/Key_slices/001494_02_01_051.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial view of the abdominal CT scan without contrast demonstrates the following findings:\n\n1. **Gastrointestinal Tract**:\n - No evidence of bowel obstruction or ab... | DeepLesion/Key_slices/000587_03_01_199.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided CT scan reveals the presence of a space-occupying lesion in the right lower lobe of the lung, indicated by the highlighted area in the image. The lesion ap... | DeepLesion/Key_slices/002521_08_01_097.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "Axial computed tomography (CT) scan of the thorax demonstrates bilateral lung fields. There is a notable presence of multiple small, rounded, hyperdense nodular opaciti... | DeepLesion/Key_slices/002380_03_01_269.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided CT scan image, which appears to be an axial slice through the abdomen, demonstrates the following findings:\n\n- The liver appears to have normal size and ... | DeepLesion/Key_slices/002314_01_01_057.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The provided CT scan images reveal the presence of a hyperdense object within the pelvic region. The object is delineated and situated near the midline. The surrounding... | DeepLesion/Key_slices/002276_06_02_546.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "CT scan of the thorax reveals a solitary, well-defined, hyperdense nodule located in the central region of the lung. The nodule appears to be approximately 1 cm in diam... | DeepLesion/Key_slices/000252_10_01_033.png |
[
{
"from": "human",
"value": "Please generate the image findings of the following image:\n<image>"
},
{
"from": "gpt",
"value": "The axial CT scan image of the chest shows abnormalities concerning the pulmonary structures and surrounding tissues. Notably, there is a cavitary lesion located in the... | DeepLesion/Key_slices/003164_01_02_102.png |
End of preview.
YAML Metadata Warning: empty or missing yaml metadata in repo card (https://huggingface.co/docs/hub/datasets-cards)
Paper Link: https://arxiv.org/abs/2410.14948
| Dataset | Caption Available | Link | License |
|---|---|---|---|
| Deeplesion | Yes | Link | CC BY 4.0 |
| PadChest | Yes | Link | PADCHEST Dataset Research Use Agreement |
| Eurorad | Yes | Link | Creative Commons Attribution 4.0 International License |
| MIMIC-CXR-JPG | No | Link | PhysioNet Credentialed Health Data License 1.5.0 |
| LLD | Yes | Link | LLD-MMRI Agreement |
| MAMA-MIA | Yes | Link | CC BY-NC-SA 4.0 |
| PMC-VQA | Yes | Link | CC BY-SA |
| PMC-Instruct | Yes | - | OpenRAIL |
| Quilt | Yes | Link | - |
| Radiopaedia | No | Link | Radiopaedia Agreement |
| JAMA Clinical Challenge | No | Link | JAMA's Angreement |
| LLaVA-Med | Yes | Link | CC BY NC 4.0 |
Disclaimer
The dataset provided (referred to as "This Dataset") is constructed using multiple publicly available datasets and is intended solely for academic and technical research by researchers and developers. Any individual or organization (hereinafter referred to as "User") accessing or using this dataset must comply with the following disclaimer:
Dataset Source:
This Dataset is built from several publicly available datasets. The sources and licenses of these datasets are clearly stated in the accompanying documentation. Users are required to adhere to the relevant licenses, terms of use, and restrictions specified by the original dataset providers. For cases published on the EuroRad website prior to July 6, 2015, these do not fall under the Creative Commons Attribution 4.0 International License. Therefore, Users must obtain direct permission from the author who submitted the case for any use. To avoid complications, we recommend not using cases published before this date, unless you can secure explicit permission from each case submitter for every intended use.
Data Accuracy:
Reasonable efforts have been made to ensure the accuracy, integrity, and completeness of This Dataset. However, the User assumes all risks associated with using the dataset. The providers of This Dataset accept no responsibility for any errors, inaccuracies, or omissions that may arise.
Limitation of Liability:
Under no circumstances shall the providers or contributors of This Dataset be liable for any damages or consequences arising from the use or misuse of This Dataset by the User.
Usage Restrictions:
Users of This Dataset must comply with all applicable laws, regulations, and ethical standards. The dataset must not be used for illegal purposes, privacy violations, defamation, discrimination, or other unethical activities.
Intellectual Property:
The intellectual property rights of the original image data in This Dataset belong to the respective rights holders of the source datasets. Users must not engage in activities that violate these intellectual property rights.
Ethical Use:
As a non-profit organization, we promote a collaborative and ethical open-source environment. Should any content within This Dataset infringe upon legitimate rights, please contact us, and we will make every effort to resolve the issue.
By downloading, accessing, or using This Dataset, the User acknowledges that they have read, understood, and agreed to comply with this disclaimer. If the User does not accept any part of this disclaimer, they should refrain from using This Dataset.
Reference
@article{wang2024semihvision,
title={SemiHVision: Enhancing Medical Multimodal Models with a Semi-Human Annotated Dataset and Fine-Tuned Instruction Generation},
author={Wang, Junda and Ting, Yujan and Chen, Eric Z and Tran, Hieu and Yu, Hong and Huang, Weijing and Chen, Terrence},
journal={arXiv preprint arXiv:2410.14948},
year={2024}
}
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