Dataset Viewer
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|---|---|---|---|---|---|---|
is anything irregular in this image?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_1769
|
|
how can you tell if it�s the common bile duct vs the cystic duct?
|
Analyze this medical image and provide a diagnostic answer.
|
trace the gallbladder emptying?
|
VQA-RAD
|
X-ray
|
vqa_759
|
|
what is the location of the brain mass?
|
Analyze this medical image and provide a diagnostic answer.
|
posterior fossa
|
VQA-RAD
|
X-ray
|
vqa_416
|
|
is there any presence of tracheal deviation?
|
Analyze this medical image and provide a diagnostic answer.
|
no
|
VQA-RAD
|
X-ray
|
vqa_597
|
|
what is the lesion in this image?
|
Analyze this medical image and provide a diagnostic answer.
|
ring-enhancing lesion
|
VQA-RAD
|
X-ray
|
vqa_840
|
|
would you expect pleural plaques on other pleural surfaces vs just the hemithoraces?
|
Analyze this medical image and provide a diagnostic answer.
|
not sure
|
VQA-RAD
|
X-ray
|
vqa_748
|
|
Describe the medical findings in this image in detail.
|
Abdominal CT. After enhancement, abdominal CT shows a small low-density lesion in the seventh segment of the liver (black arrow)
|
ROCO
|
CT
|
roco_38
|
||
which lobe of the cerebrum is visible?
|
Analyze this medical image and provide a diagnostic answer.
|
temporal lobe
|
VQA-RAD
|
X-ray
|
vqa_1684
|
|
Describe the medical findings in this image in detail.
|
Abdominopelvic ultrasound scan showed ectopic kidneys at the hemi-pelvis, fused in their upper poles, normal size and texture of the kidneys with normal corticomedullary differentiation, no stones or obstructive changes
|
ROCO
|
CT
|
roco_21
|
||
what kind of brain bleed is this?
|
Analyze this medical image and provide a diagnostic answer.
|
subarachnoid
|
VQA-RAD
|
X-ray
|
vqa_1422
|
|
Describe the medical findings in this image in detail.
|
Acquired renal cysts in end-stage renal failure: 16-year-old girl with Alport syndrome and peritoneal dialysis from the age of 2 years
|
ROCO
|
Unknown
|
roco_1
|
||
which cranial nerves are possibly affected by this lesion?
|
Analyze this medical image and provide a diagnostic answer.
|
oculomotor nerve (cn iii) and trigeminal nerves (cn v)
|
VQA-RAD
|
X-ray
|
vqa_1544
|
|
are there more than 5 enlarged (>1 cm) lymph nodes around the stomach
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_69
|
|
where is the lesion located?
|
Analyze this medical image and provide a diagnostic answer.
|
right lobe
|
VQA-RAD
|
X-ray
|
vqa_1052
|
|
brain structure shown in this image?
|
Analyze this medical image and provide a diagnostic answer.
|
cerebellum
|
VQA-RAD
|
X-ray
|
vqa_1519
|
|
what else do you need in order to localize lesions on a cxr?
|
Analyze this medical image and provide a diagnostic answer.
|
lateral film as well as pa
|
VQA-RAD
|
X-ray
|
vqa_1687
|
|
Describe the medical findings in this image in detail.
|
Bone scintigraphy. Increased uptake in bilateral distal tibia, calcaneum, and midfoot bones corresponding to prior MRI findings, are in keeping with infective/inflammatory changes. No suspicious focus of increased radiotracer uptake is seen in the rest of the skeletal system to suggest disease involvement.
|
ROCO
|
CT
|
roco_67
|
||
is the 4th ventricle present in this image?
|
Analyze this medical image and provide a diagnostic answer.
|
no
|
VQA-RAD
|
X-ray
|
vqa_1228
|
|
is gray or white matter highlighted in this image?
|
Analyze this medical image and provide a diagnostic answer.
|
gray matter
|
VQA-RAD
|
X-ray
|
vqa_763
|
|
which lobes of the lung contain a higher density of masses?
|
Analyze this medical image and provide a diagnostic answer.
|
upper lobes
|
VQA-RAD
|
X-ray
|
vqa_1597
|
|
what is the pathology seen above?
|
Analyze this medical image and provide a diagnostic answer.
|
bilateral pleural effusion
|
VQA-RAD
|
X-ray
|
vqa_790
|
|
in what plane is the image above captured?
|
Analyze this medical image and provide a diagnostic answer.
|
axial
|
VQA-RAD
|
X-ray
|
vqa_1582
|
|
is the mass in the liver regular or irregular in contour?
|
Analyze this medical image and provide a diagnostic answer.
|
irregular
|
VQA-RAD
|
X-ray
|
vqa_865
|
|
what is the observed sign of pulmonary consolidation on the right side?
|
Analyze this medical image and provide a diagnostic answer.
|
blunting of the costophrenic angle, loss of the right hemidiaphragm and right heart border
|
VQA-RAD
|
X-ray
|
vqa_833
|
|
is there no evidence of any hypo- or hyperattenuations located in the liver?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_1494
|
|
what muscle surrounds the vertebrae?
|
Analyze this medical image and provide a diagnostic answer.
|
psoas major muscle
|
VQA-RAD
|
X-ray
|
vqa_463
|
|
how would you describe the mass on the left kidney?
|
Analyze this medical image and provide a diagnostic answer.
|
well-circumscribed
|
VQA-RAD
|
X-ray
|
vqa_850
|
|
is the patient's vertebral body indicative of normal aging?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_1183
|
|
is the trachea midline?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_371
|
|
is there stool in the colon?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_1749
|
|
where are the infarcts located?
|
Analyze this medical image and provide a diagnostic answer.
|
right cerebellum
|
VQA-RAD
|
X-ray
|
vqa_1481
|
|
is there contrast given?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_926
|
|
where is the largest air collection in this image?
|
Analyze this medical image and provide a diagnostic answer.
|
right lung base
|
VQA-RAD
|
X-ray
|
vqa_1045
|
|
where is the abscess located?
|
Analyze this medical image and provide a diagnostic answer.
|
descending colon
|
VQA-RAD
|
X-ray
|
vqa_130
|
|
is the duodenum edematous?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_1043
|
|
is the brain atrophied or shrunk?
|
Analyze this medical image and provide a diagnostic answer.
|
no
|
VQA-RAD
|
X-ray
|
vqa_1143
|
|
is the midbrain identified in this section?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_58
|
|
is this a contrast enhanced image?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_485
|
|
is there a pneumothorax present?
|
Analyze this medical image and provide a diagnostic answer.
|
no
|
VQA-RAD
|
X-ray
|
vqa_319
|
|
is mass effect obvious?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_690
|
|
are feces located in the colon?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_1738
|
|
is the cortex atrophied?
|
Analyze this medical image and provide a diagnostic answer.
|
no
|
VQA-RAD
|
X-ray
|
vqa_1624
|
|
is the liver parenchyma homogenous and normal?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_1505
|
|
what lobe is the infarct in?
|
Analyze this medical image and provide a diagnostic answer.
|
right parietal
|
VQA-RAD
|
X-ray
|
vqa_817
|
|
does this image show heart failure?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_1241
|
|
is there bilateral hilar enlargement?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_206
|
|
is the vertebro-basilar arterial network viewed in this section?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_1394
|
|
is this mri taken with flair protocol?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_404
|
|
do bones appear lighter on this image's modality?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_979
|
|
is it contrast these hyperintensities in the intestines?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_1124
|
|
where is the aneurysm located?
|
Analyze this medical image and provide a diagnostic answer.
|
in the thorasic aorta
|
VQA-RAD
|
X-ray
|
vqa_1026
|
|
is there dependent layering in the occipital horns of the lateral ventricles?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_1463
|
|
is the pancreatic mass enhancing?
|
Analyze this medical image and provide a diagnostic answer.
|
no
|
VQA-RAD
|
X-ray
|
vqa_1696
|
|
is this image normal?
|
Analyze this medical image and provide a diagnostic answer.
|
no
|
VQA-RAD
|
X-ray
|
vqa_1489
|
|
what is enhanced by contrast in the lesion?
|
Analyze this medical image and provide a diagnostic answer.
|
calcifications
|
VQA-RAD
|
X-ray
|
vqa_539
|
|
is there any costophrenic angle blunting present?
|
Analyze this medical image and provide a diagnostic answer.
|
no
|
VQA-RAD
|
X-ray
|
vqa_498
|
|
is there an ng tube present?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_294
|
|
what is your differential diagnoses?
|
Analyze this medical image and provide a diagnostic answer.
|
metastases, infection/abcess, glioblastoma
|
VQA-RAD
|
X-ray
|
vqa_659
|
|
is a skull fracture present?
|
Analyze this medical image and provide a diagnostic answer.
|
no
|
VQA-RAD
|
X-ray
|
vqa_1633
|
|
what form of contrast did the patient receive?
|
Analyze this medical image and provide a diagnostic answer.
|
oral and iv
|
VQA-RAD
|
X-ray
|
vqa_444
|
|
the image has an abnormality located where?
|
Analyze this medical image and provide a diagnostic answer.
|
retrocardiac
|
VQA-RAD
|
X-ray
|
vqa_562
|
|
is this a contrast enhanced image?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_1389
|
|
what is the best mri weighting for ring enhancing lesions?
|
Analyze this medical image and provide a diagnostic answer.
|
t2
|
VQA-RAD
|
X-ray
|
vqa_1492
|
|
is the cardiac silhouette enlarged?
|
Analyze this medical image and provide a diagnostic answer.
|
no
|
VQA-RAD
|
X-ray
|
vqa_1711
|
|
are there multiple septations within the cyst?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_133
|
|
is there ascites present?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_805
|
|
do you see a cavitary lesion in this chest xray?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_1341
|
|
is this an mri?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_1436
|
|
is there a lung mass?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_1252
|
|
Describe the medical findings in this image in detail.
|
X-ray left hip with Tantalum rod. Tantalum rod in vivo highlighted by an arrow.
|
ROCO
|
X-ray
|
roco_77
|
||
besides the mass in the temporal horn, are there other enhancements in the image?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_1792
|
|
what structure in the left basal ganglia is spared?
|
Analyze this medical image and provide a diagnostic answer.
|
left thalamus
|
VQA-RAD
|
X-ray
|
vqa_566
|
|
Describe the medical findings in this image in detail.
|
Hypotelorism.
|
ROCO
|
Unknown
|
roco_17
|
||
is the celiac trunk able to be visualized in this patient?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_280
|
|
is the chest xray underexposed?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_1332
|
|
is there symmetry of the patient's ribs on both sides?
|
Analyze this medical image and provide a diagnostic answer.
|
no
|
VQA-RAD
|
X-ray
|
vqa_1531
|
|
in what plane is this mri taken?
|
Analyze this medical image and provide a diagnostic answer.
|
axial
|
VQA-RAD
|
X-ray
|
vqa_1376
|
|
what finding is associated with liver?
|
Analyze this medical image and provide a diagnostic answer.
|
ascites
|
VQA-RAD
|
X-ray
|
vqa_87
|
|
is the location of the pulmonary nodules diffuse or lateralized to one side?
|
Analyze this medical image and provide a diagnostic answer.
|
diffuse
|
VQA-RAD
|
X-ray
|
vqa_1617
|
|
is air present in the bowel?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_85
|
|
in what plane is this image taken?
|
Analyze this medical image and provide a diagnostic answer.
|
axial
|
VQA-RAD
|
X-ray
|
vqa_891
|
|
Describe the medical findings in this image in detail.
|
Computed tomography of the head on Day 22 shows dilated left lateral ventricle with parenchymal hemorrhage in the right frontal lobe (black arrows) and intraventricular hemorrhage (white arrow) despite ventriculostomy tubes.
|
ROCO
|
CT
|
roco_8
|
||
in which vessel is calcification present?
|
Analyze this medical image and provide a diagnostic answer.
|
aorta
|
VQA-RAD
|
X-ray
|
vqa_508
|
|
does this represent infectious process?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_783
|
|
how do you identify small bowel?
|
Analyze this medical image and provide a diagnostic answer.
|
plicae circulares
|
VQA-RAD
|
X-ray
|
vqa_771
|
|
what abnormality is seen in this image?
|
Analyze this medical image and provide a diagnostic answer.
|
bilateral pleural effusion
|
VQA-RAD
|
X-ray
|
vqa_792
|
|
did the problem originate in the brain?
|
Analyze this medical image and provide a diagnostic answer.
|
no
|
VQA-RAD
|
X-ray
|
vqa_1218
|
|
are the pulmonary nodules diffuse in the chest or lateralized to one side?
|
Analyze this medical image and provide a diagnostic answer.
|
diffuse
|
VQA-RAD
|
X-ray
|
vqa_1615
|
|
Describe the medical findings in this image in detail.
|
Abdominal computed tomography shows an enterolith (white arrow) measuring 3 cm in the proximal afferent loop.
|
ROCO
|
CT
|
roco_50
|
||
is this lesion loculated
|
Analyze this medical image and provide a diagnostic answer.
|
no
|
VQA-RAD
|
X-ray
|
vqa_1278
|
|
what is the location of the mass
|
Analyze this medical image and provide a diagnostic answer.
|
anterior to the transverse colon
|
VQA-RAD
|
X-ray
|
vqa_1248
|
|
Describe the medical findings in this image in detail.
|
Enhanced magnetic resonance imaging of spinal cord delineated multiple enhancement nodules in spinal cord, cauda equina, and cristae membrane (arrow).
|
ROCO
|
MRI
|
roco_12
|
||
is there blunting of the left costophrenic angle?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_36
|
|
is a pleural effusion present?
|
Analyze this medical image and provide a diagnostic answer.
|
no
|
VQA-RAD
|
X-ray
|
vqa_1739
|
|
are there lungs free of consolidation?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_842
|
|
what organ system is pictured?
|
Analyze this medical image and provide a diagnostic answer.
|
the brain
|
VQA-RAD
|
X-ray
|
vqa_446
|
|
is a pneumothorax present near the right lung field?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_1627
|
|
what is the location of the mass?
|
Analyze this medical image and provide a diagnostic answer.
|
left rectus abdominus
|
VQA-RAD
|
X-ray
|
vqa_38
|
|
what is at the base of the right lung?
|
Analyze this medical image and provide a diagnostic answer.
|
nodules
|
VQA-RAD
|
X-ray
|
vqa_122
|
|
is the celiac trunk visualized?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_247
|
End of preview. Expand
in Data Studio
YAML Metadata
Warning:
The task_ids "medical-image-analysis" is not in the official list: acceptability-classification, entity-linking-classification, fact-checking, intent-classification, language-identification, multi-class-classification, multi-label-classification, multi-input-text-classification, natural-language-inference, semantic-similarity-classification, sentiment-classification, topic-classification, semantic-similarity-scoring, sentiment-scoring, sentiment-analysis, hate-speech-detection, text-scoring, named-entity-recognition, part-of-speech, parsing, lemmatization, word-sense-disambiguation, coreference-resolution, extractive-qa, open-domain-qa, closed-domain-qa, news-articles-summarization, news-articles-headline-generation, dialogue-modeling, dialogue-generation, conversational, language-modeling, text-simplification, explanation-generation, abstractive-qa, open-domain-abstractive-qa, closed-domain-qa, open-book-qa, closed-book-qa, text2text-generation, slot-filling, masked-language-modeling, keyword-spotting, speaker-identification, audio-intent-classification, audio-emotion-recognition, audio-language-identification, multi-label-image-classification, multi-class-image-classification, face-detection, vehicle-detection, instance-segmentation, semantic-segmentation, panoptic-segmentation, image-captioning, image-inpainting, image-colorization, super-resolution, grasping, task-planning, tabular-multi-class-classification, tabular-multi-label-classification, tabular-single-column-regression, rdf-to-text, multiple-choice-qa, multiple-choice-coreference-resolution, document-retrieval, utterance-retrieval, entity-linking-retrieval, fact-checking-retrieval, univariate-time-series-forecasting, multivariate-time-series-forecasting, visual-question-answering, document-question-answering, pose-estimation
YAML Metadata
Warning:
The task_ids "radiology-report-generation" is not in the official list: acceptability-classification, entity-linking-classification, fact-checking, intent-classification, language-identification, multi-class-classification, multi-label-classification, multi-input-text-classification, natural-language-inference, semantic-similarity-classification, sentiment-classification, topic-classification, semantic-similarity-scoring, sentiment-scoring, sentiment-analysis, hate-speech-detection, text-scoring, named-entity-recognition, part-of-speech, parsing, lemmatization, word-sense-disambiguation, coreference-resolution, extractive-qa, open-domain-qa, closed-domain-qa, news-articles-summarization, news-articles-headline-generation, dialogue-modeling, dialogue-generation, conversational, language-modeling, text-simplification, explanation-generation, abstractive-qa, open-domain-abstractive-qa, closed-domain-qa, open-book-qa, closed-book-qa, text2text-generation, slot-filling, masked-language-modeling, keyword-spotting, speaker-identification, audio-intent-classification, audio-emotion-recognition, audio-language-identification, multi-label-image-classification, multi-class-image-classification, face-detection, vehicle-detection, instance-segmentation, semantic-segmentation, panoptic-segmentation, image-captioning, image-inpainting, image-colorization, super-resolution, grasping, task-planning, tabular-multi-class-classification, tabular-multi-label-classification, tabular-single-column-regression, rdf-to-text, multiple-choice-qa, multiple-choice-coreference-resolution, document-retrieval, utterance-retrieval, entity-linking-retrieval, fact-checking-retrieval, univariate-time-series-forecasting, multivariate-time-series-forecasting, visual-question-answering, document-question-answering, pose-estimation
Combined Medical Imaging Dataset
Dataset Description
Combined medical imaging dataset with 1893 samples in Alpaca instruction format.
Dataset Statistics
- Total Samples: 1893
- Training Samples: 1514
- Validation Samples: 379
Modality Distribution
- X-ray: 1806 samples
- CT: 48 samples
- Unknown: 32 samples
- MRI: 5 samples
- Ultrasound: 2 samples
Source Distribution
- VQA-RAD: 1793 samples
- ROCO: 100 samples
Sources
- ROCO (Radiology Objects in Context): Medical images with detailed captions
- VQA-RAD: Visual question answering for radiology with expert annotations
Intended Use
- Fine-tuning vision-language models on medical imaging tasks
- Research in medical AI and healthcare applications
- Educational purposes in medical imaging analysis
Format
Each sample follows the Alpaca instruction format:
{
"instruction": "Medical task description",
"input": "Additional context",
"output": "Medical analysis or answer",
"image": "PIL.Image",
"dataset_source": "ROCO or VQA-RAD",
"modality": "Imaging modality"
}
Ethical Considerations
- For research purposes only
- Not for clinical decision making
- Comply with medical ethics guidelines
Citation
Please cite the original datasets:
- ROCO: https://huggingface.co/datasets/eltorio/ROCOv2-radiology
- VQA-RAD: https://huggingface.co/datasets/flaviagiammarino/vqa-rad
License
Apache 2.0
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