Dataset Viewer
instruction
stringlengths 15
115
| input
stringclasses 2
values | output
stringlengths 1
889
| image
imagewidth (px) 119
3.8k
| dataset_source
stringclasses 2
values | modality
stringclasses 5
values | sample_id
stringlengths 5
9
|
|---|---|---|---|---|---|---|
Describe the medical findings in this image in detail.
|
A radiograph at 1 year after implant removal showing nonunion of the right trochanter of the femur.
|
ROCO
|
X-ray
|
roco_3638
|
||
Describe the medical findings in this image in detail.
|
Postoperative simple X-ray after occiput- C1- C2 arthrodesis and C3-4-5-6 bilateral lateral mass screw and C7 pedicle screw fixation with halo vest.
|
ROCO
|
X-ray
|
roco_775
|
||
Describe the medical findings in this image in detail.
|
Fig. 3 Non-enhanced computed tomography scan 1 year after surgery was showing significant shrinking of intercostal patch aneurysm without hematoma.
|
ROCO
|
CT
|
roco_3353
|
||
Describe the medical findings in this image in detail.
|
Magnetic resonance image showing thecal sac measuring 80 mm2 at L5-S1 level.
|
ROCO
|
MRI
|
roco_3895
|
||
which direction is the azygoesophageal recess deviated?
|
Analyze this medical image and provide a diagnostic answer.
|
right
|
VQA-RAD
|
X-ray
|
vqa_1607
|
|
is there a pleural effusion?
|
Analyze this medical image and provide a diagnostic answer.
|
no
|
VQA-RAD
|
X-ray
|
vqa_1189
|
|
Describe the medical findings in this image in detail.
|
Bedside ultrasound of the case patient using linear probe, transverse view. The hyperechoic area labeled with a single arrow represents the maxilla. There is an area of cellulitis within the subcutaneous tissue above the maxilla which is distinguished by the hypoechoic streaks of fluid interrupting the normal tissue organization. The edge of the globe of the eye is labeled with double arrows.
|
ROCO
|
Ultrasound
|
roco_3719
|
||
Describe the medical findings in this image in detail.
|
After complications during surgery an acute angiogram showed some contrast medium extravasation from the distal part of the C3 segment of the right ICA (arrow). Hemostasis was already achieved temporarily by surgical packing
|
ROCO
|
Unknown
|
roco_2768
|
||
Describe the medical findings in this image in detail.
|
MRI: Heterogeneous mass of the left parotid lodge
|
ROCO
|
MRI
|
roco_1055
|
||
Describe the medical findings in this image in detail.
|
cerebro-spinal MRI, a locally aggressive lesion of the clivus invading the right cavernous sinus (axial cut of brain)
|
ROCO
|
MRI
|
roco_2211
|
||
Describe the medical findings in this image in detail.
|
Positron emission tomography–computed tomography (PET/CT) of the chest. Hypermetabolic soft tissue (arrows) along the right lateral and anterior aspect of the ascending aortic endograft with a maximum standardized uptake value of 9.4, suspicious for aortic endograft infection
|
ROCO
|
CT
|
roco_223
|
||
Describe the medical findings in this image in detail.
|
Bicipital aponeurosis (BA) transverse view more proximal compared to Fig. 3. The BA (white arrowheads) is seen as double contour bridging the brachial artery (colored mainly blue) and the median nerve (yellow arrowhead). Note that the BA appears slightly arched; the biceps tendon (blue arrowhead) is partially seen. BR brachialis muscle (color figure online)
|
ROCO
|
Unknown
|
roco_1884
|
||
Describe the medical findings in this image in detail.
|
Computed tomography chest scan showing multiple thick-walled cavities.
|
ROCO
|
CT
|
roco_409
|
||
Describe the medical findings in this image in detail.
|
Thyroglossal duct cyst in a 5-year-old female (case number 1). Axial contrast-enhanced CT scans show a homogeneous and low-density lesion in the anterior midline of the neck.
|
ROCO
|
CT
|
roco_4594
|
||
which lung are the nodules located in?
|
Analyze this medical image and provide a diagnostic answer.
|
bilateral
|
VQA-RAD
|
X-ray
|
vqa_177
|
|
does the appendix appear normal?
|
Analyze this medical image and provide a diagnostic answer.
|
no
|
VQA-RAD
|
X-ray
|
vqa_1397
|
|
Describe the medical findings in this image in detail.
|
C, CECT of the thorax shows pleural effusion (blue arrow), pericardial effusion (red arrow), left intercostal muscle involvement and subcutaneous nodules (green arrows).
|
ROCO
|
CT
|
roco_1927
|
||
Describe the medical findings in this image in detail.
|
Coronary artery aneurysm in a MIS-C patient (Case 7). Echocardiographic short axis view of the left coronary artery system showing the mildly dilated main left coronary artery and the giant aneurysm in the left anterior descending coronary artery with the respective measurements (Video in the supplemental file). LMCA: Left Main Coronary Artery; Cx: circumflex; LAD: Left Anterior Descending
|
ROCO
|
CT
|
roco_1122
|
||
Describe the medical findings in this image in detail.
|
Cervical plain radiographs showed abnormal tubular structures in posterior C5 and abnormal articulations of C3–C5.
|
ROCO
|
X-ray
|
roco_1103
|
||
what organ system is primarily present in this image?
|
Analyze this medical image and provide a diagnostic answer.
|
gastrointestinal
|
VQA-RAD
|
X-ray
|
vqa_1033
|
|
Describe the medical findings in this image in detail.
|
Echocardiography image of patient.
|
ROCO
|
Unknown
|
roco_1439
|
||
are gallstones present?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_524
|
|
Describe the medical findings in this image in detail.
|
Positron emission tomography shows a very large hypermetabolic hepatic mass.
|
ROCO
|
Unknown
|
roco_362
|
||
what are the findings in the sigmoid colon?
|
Analyze this medical image and provide a diagnostic answer.
|
diverticuli
|
VQA-RAD
|
X-ray
|
vqa_456
|
|
what brain territory is the hemorrhage located?
|
Analyze this medical image and provide a diagnostic answer.
|
right sylvian fissure
|
VQA-RAD
|
X-ray
|
vqa_423
|
|
what is the organ system visualized?
|
Analyze this medical image and provide a diagnostic answer.
|
gastrointestinal
|
VQA-RAD
|
X-ray
|
vqa_1020
|
|
Describe the medical findings in this image in detail.
|
No new haemorrhage. There is marked increase in hydrocephalus involving both lateral ventricles (arrow) and the third ventricle.
|
ROCO
|
Unknown
|
roco_2246
|
||
is there any blunting of the costophrenic angle(s)?
|
Analyze this medical image and provide a diagnostic answer.
|
no
|
VQA-RAD
|
X-ray
|
vqa_586
|
|
is there adequate inspiration?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_289
|
|
is bowel distension present?
|
Analyze this medical image and provide a diagnostic answer.
|
no
|
VQA-RAD
|
X-ray
|
vqa_858
|
|
Describe the medical findings in this image in detail.
|
CT abdomen and pelvis demonstrating the thickened segment of ileum (yellow arrow) resulting in the transition point located in the right lower quadrant, with dilation of proximal loops of small bowel (red arrow).
|
ROCO
|
CT
|
roco_1096
|
||
Describe the medical findings in this image in detail.
|
Post-op MRI Brain, T1W axial section showing a well-defined lobulated non-enhancing cystic lesion in right parietal lobe communicating with right lateral ventricle with dilated occipital horn.
|
ROCO
|
CT
|
roco_234
|
||
Describe the medical findings in this image in detail.
|
Postoperative T1 Weighted sagittal MRI shows total removal of the lesion
|
ROCO
|
MRI
|
roco_3012
|
||
Describe the medical findings in this image in detail.
|
CT showing a calcified plaque at the origin of the celiac axis (Case 1).
|
ROCO
|
CT
|
roco_1312
|
||
Describe the medical findings in this image in detail.
|
Figure 6. Follow up sonography at three months showing pseudotumor appearance
|
ROCO
|
Unknown
|
roco_4569
|
||
is there contrast in this image
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_103
|
|
Describe the medical findings in this image in detail.
|
X-ray 05-2013.
|
ROCO
|
X-ray
|
roco_1633
|
||
Describe the medical findings in this image in detail.
|
CT coronal section demonstrating caecum medially displacing the liver and causing an upward pressure on the right hemidiaphragm.
|
ROCO
|
CT
|
roco_1707
|
||
Describe the medical findings in this image in detail.
|
The CT scan done at the time of presentation. The image shows herniated abdominal viscera with oral contrast in the left hemithorax (black arrow)CT: computed tomography
|
ROCO
|
CT
|
roco_117
|
||
Describe the medical findings in this image in detail.
|
Posteroanterior radiograph showing moderate size right sided pleural effusion (arrow)
|
ROCO
|
X-ray
|
roco_4076
|
||
Describe the medical findings in this image in detail.
|
CT imaging of gastric GT.
|
ROCO
|
CT
|
roco_2713
|
||
Describe the medical findings in this image in detail.
|
CT abdomen with and without contrast showing fluid-filled gut lumens with wall edema.
|
ROCO
|
CT
|
roco_4918
|
||
Describe the medical findings in this image in detail.
|
Computed Tomography. Computed tomography (CT) scan of the chest with contrast demonstrates an Intramural Hematoma (IMH) of the ascending thoracic aorta that extended from the aortic root to the proximal aortic arch. In addition, there were patchy peripheral ground-glass (G) opacities un the bilateral upper and lower lobes that have been associated with COVID-2019 infection
|
ROCO
|
CT
|
roco_497
|
||
what is the condition of the patient
|
Analyze this medical image and provide a diagnostic answer.
|
blind loop syndrome
|
VQA-RAD
|
X-ray
|
vqa_5
|
|
Describe the medical findings in this image in detail.
|
Extensive intravascular filling defects of bilateral pulmonary arteries (red arrows).
|
ROCO
|
CT
|
roco_4572
|
||
Describe the medical findings in this image in detail.
|
Abdominal computed tomography scan shows heterogeneous wall thickening of the remnant stomach.
|
ROCO
|
CT
|
roco_995
|
||
Describe the medical findings in this image in detail.
|
Magnetic resonance imaging image of the liver showing the dilated common bile duct with a filling defect within it indicating the tumor extending.
|
ROCO
|
CT
|
roco_4300
|
||
Describe the medical findings in this image in detail.
|
Ultrasound neck in sagittal plane at the level of suprasternal region shows the intrathoracic thymus (white arrows) is continuous with a portion of thymus that dynamically seen slides into suprasternal region upon Valsalva maneuver. A separated ectopic thymus (white star) noted more cranially in the cervical region
|
ROCO
|
CT
|
roco_3635
|
||
Describe the medical findings in this image in detail.
|
Parasternal long axis view showing apical ballooning due to hypokinesis of the apex, apical interventricular septum, and apical lateral wall. LA: left atrium; LV: left ventricle
|
ROCO
|
Unknown
|
roco_1021
|
||
Describe the medical findings in this image in detail.
|
Femoral and acetabular osteolysis treated with a locked intramedullary reconstruction nail and acetabuloplasty.
|
ROCO
|
CT
|
roco_907
|
||
what is on the differential?
|
Analyze this medical image and provide a diagnostic answer.
|
chronic sinusitis vs. hemorrhage
|
VQA-RAD
|
X-ray
|
vqa_296
|
|
Describe the medical findings in this image in detail.
|
Computed tomography image showing porto-mesenteric venous stenosis and metallic stent for biliary obstruction.
|
ROCO
|
CT
|
roco_392
|
||
what is the section level of this image?
|
Analyze this medical image and provide a diagnostic answer.
|
mid abdomen
|
VQA-RAD
|
X-ray
|
vqa_397
|
|
Describe the medical findings in this image in detail.
|
Pretreatment panoramic radiograph
|
ROCO
|
X-ray
|
roco_940
|
||
Describe the medical findings in this image in detail.
|
Enhanced CT at 5 weeks after starting treatment with axitinib.Notes: Tumor degeneration is observed (black triangle). The lumen of the second part of the duodenum (arrowheads) is wider, due to tumor shrinkage compared with the pretreatment state. Three arrows show the head of the pancreas, and the asterisk shows inferior vena cava.Abbreviation: CT, computed tomography.
|
ROCO
|
CT
|
roco_186
|
||
are the sulci blunted?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_1271
|
|
Describe the medical findings in this image in detail.
|
Antero-posterior X-Ray view of the left hip showing anterior displacement of the femoral head and intertrochanteric fracture
|
ROCO
|
X-ray
|
roco_769
|
||
Describe the medical findings in this image in detail.
|
Cardiac MR four chamber view showing biatrial and biventricular subendocardial delayed enhancement in keeping with a diagnosis of cardiac amyloidosis.
|
ROCO
|
Unknown
|
roco_3182
|
||
Describe the medical findings in this image in detail.
|
Panoramic radiography demonstrating ill-defined radiolucent areas located bilaterally in the molar edentulous regions (white arrows).
|
ROCO
|
X-ray
|
roco_2954
|
||
Describe the medical findings in this image in detail.
|
Magnetic resonance image of rectal cancer after neoadjuvant radiotherapy. The arrow indicates the reduced tumors. Some enlarged lymph nodes have disappeared.
|
ROCO
|
CT
|
roco_1816
|
||
Describe the medical findings in this image in detail.
|
30-year-old woman with M. pneumoniae pneumonia. CT shows bronchial wall thickening (arrows). Lobular areas of consolidation and ground-glass attenuation are also seen.
|
ROCO
|
CT
|
roco_332
|
||
Describe the medical findings in this image in detail.
|
T2-weighted axial MRI image with contrast demonstrating an enlarged prostate with inhomogenous signal
|
ROCO
|
MRI
|
roco_2180
|
||
Describe the medical findings in this image in detail.
|
Panoramic X-ray view. A polycystic radiolucent area with an irregular margin can be seen in the molar region of the mandible on the left side.
|
ROCO
|
X-ray
|
roco_871
|
||
Describe the medical findings in this image in detail.
|
Chest radiograph showing extensive interstitial infiltration compared to previous chest radiograph.
|
ROCO
|
X-ray
|
roco_4634
|
||
Describe the medical findings in this image in detail.
|
Basilar artery length (part two)
|
ROCO
|
Unknown
|
roco_1063
|
||
Describe the medical findings in this image in detail.
|
Coronary angiogram in the right anterior oblique (RAO) caudal projection showing left anterior descending artery continuing as posterior descending artery with non-dominant left circumflex artery.
|
ROCO
|
CT
|
roco_1269
|
||
Describe the medical findings in this image in detail.
|
Short axis view of the right [upper] and left ventricle in a patient with PAH. It can be seen important septal shift [arrows] at the beginning of diastole that added to the right ventricle enlargement contributes to an important increase in the eccentricity index (quantifying the spherical shape of the right ventricle). RV: right ventricle. LV: left ventricle. IVS: interventricular septum.
|
ROCO
|
Unknown
|
roco_1730
|
||
Describe the medical findings in this image in detail.
|
Coronal view MRI brain showing cystic mass with thickened peripheral enhancement (red arrow).
|
ROCO
|
MRI
|
roco_543
|
||
Describe the medical findings in this image in detail.
|
Chest X-ray showing an endotracheal tube, an orogastric tube, a left-sided subclavian central venous catheter, a left-sided chest tube, and multiple superficial leads. There is additional shadow (arrow heads) that could not be accounted for.
|
ROCO
|
X-ray
|
roco_2370
|
||
Describe the medical findings in this image in detail.
|
Figure 1: Contrast study showing right sided stomach and duodenal obstruction.
|
ROCO
|
CT
|
roco_178
|
||
Describe the medical findings in this image in detail.
|
CT angiogram of the left leg, transverse section, shows popliteal pseudoaneurysm (asterisk) adjacent to the popliteal artery (arrow).
|
ROCO
|
CT
|
roco_429
|
||
Describe the medical findings in this image in detail.
|
A chest computed tomography (CT) scan revealed newly noted diffuse and multifocal patchy ground glass opacity and consolidation in both lungs (right side predominant).
|
ROCO
|
CT
|
roco_1149
|
||
Describe the medical findings in this image in detail.
|
Right parasternal short axis beneath the mitral valve: automatic placement of region of interest segments.
|
ROCO
|
Unknown
|
roco_1989
|
||
Describe the medical findings in this image in detail.
|
Gallbladder ultrasound showing a large gallstone (3.1 cm) filling the lumen of the gallbladder
|
ROCO
|
Ultrasound
|
roco_2291
|
||
Describe the medical findings in this image in detail.
|
B, CECT of the upper thorax showing subcutaneous nodule in the posterior chest wall (blue arrow).
|
ROCO
|
CT
|
roco_1926
|
||
what imaging modality was used
|
Analyze this medical image and provide a diagnostic answer.
|
ct
|
VQA-RAD
|
X-ray
|
vqa_68
|
|
Describe the medical findings in this image in detail.
|
Computed tomography of abdomen and pelvis axial view showing portal vein thrombosis.
|
ROCO
|
CT
|
roco_1789
|
||
is the pancreas edematous?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_303
|
|
Describe the medical findings in this image in detail.
|
Postoperative CT showing lung herniation.
|
ROCO
|
CT
|
roco_2098
|
||
Describe the medical findings in this image in detail.
|
Axial magnetic resonance imaging showing outlines of anatomical variations in the bowel and sigmoid.
|
ROCO
|
MRI
|
roco_4864
|
||
was contrast used with this image?
|
Analyze this medical image and provide a diagnostic answer.
|
yes
|
VQA-RAD
|
X-ray
|
vqa_1419
|
|
Describe the medical findings in this image in detail.
|
Ultrasound examination shows a well-circumscribed, echo-heterogeneous, subcutaneous nodular lesion, with a max diameter isφ0.5 cm.
|
ROCO
|
Ultrasound
|
roco_3167
|
||
Describe the medical findings in this image in detail.
|
Noncontrast CT section of the abdomen, showing subcutaneous oedema.
|
ROCO
|
CT
|
roco_4450
|
||
Describe the medical findings in this image in detail.
|
X-ray bilateral sacroiliac view showing left-sided sacroiliitis with fetus in-situ. The arrow shows left-sided sacroiliac joints (affected side) contrasted with normal right-sided sacroiliac joint.
|
ROCO
|
X-ray
|
roco_4598
|
||
what part of the cns is this image showing?
|
Analyze this medical image and provide a diagnostic answer.
|
brain
|
VQA-RAD
|
X-ray
|
vqa_500
|
|
what pathology is seen int his image?
|
Analyze this medical image and provide a diagnostic answer.
|
right sided pleural effusion
|
VQA-RAD
|
X-ray
|
vqa_526
|
|
Describe the medical findings in this image in detail.
|
MRI of pelvis at the level of the bladder and rectum. Arrow: colovesicular fistula.
|
ROCO
|
CT
|
roco_4166
|
||
are brain structures shifted across the midline?
|
Analyze this medical image and provide a diagnostic answer.
|
no
|
VQA-RAD
|
X-ray
|
vqa_1094
|
|
Describe the medical findings in this image in detail.
|
Chest X-ray image shows severe scoliosis.
|
ROCO
|
X-ray
|
roco_537
|
||
Describe the medical findings in this image in detail.
|
Angiography following embolization with metallic minicoils: occlusion of arterial branches and closure of the AV fistula without extravasation of contrast medium.
|
ROCO
|
Unknown
|
roco_514
|
||
Describe the medical findings in this image in detail.
|
Tranverse fat-suppressed proton density weighted image of the left knee illustrates the hypoplastic lateral femoral condyle (*), hypoplastic medial patellar facet and secondary trochlear dysplasia.
|
ROCO
|
Unknown
|
roco_4404
|
||
Describe the medical findings in this image in detail.
|
(PA view) Thoracic radiograph of the cyst in the right mediastinum measuring 11.29 and 9.3 cm on x-ray.
|
ROCO
|
X-ray
|
roco_2759
|
||
Describe the medical findings in this image in detail.
|
TEE 3D reconstruction with color Doppler showing a bioprosthetic mitral valve with paravalvular leak on the short axis.
|
ROCO
|
CT
|
roco_172
|
||
Describe the medical findings in this image in detail.
|
Embolization of the caudal pole of the left kidney. Perfusion of blood vessels in the cranial pole of the left kidney is visualized using contrast angiography.
|
ROCO
|
Unknown
|
roco_604
|
||
Describe the medical findings in this image in detail.
|
Computed tomography demonstrating enhancing mass protruding from the head of the pancreas. White arrow points to Castleman's disease in pancreas.
|
ROCO
|
CT
|
roco_3193
|
||
Describe the medical findings in this image in detail.
|
Double contrast barium enema showing a bilobed giant sigmoid diverticulum
|
ROCO
|
Unknown
|
roco_777
|
||
what is the mri modality depicted in this image?
|
Analyze this medical image and provide a diagnostic answer.
|
flair
|
VQA-RAD
|
X-ray
|
vqa_477
|
|
Describe the medical findings in this image in detail.
|
Post contrast MRI demonstrates a well-defined homogeneously enhancing extra-axial dural-based mass in the left CP angle suspicious for an en plaque meningioma.
|
ROCO
|
MRI
|
roco_3542
|
||
Describe the medical findings in this image in detail.
|
Bedside ultrasound of case patient using linear probe, sagittal view. A distinct abscess (single arrow) is apparent in the subcutaneous tissue overlying the maxilla (double arrows). The single arrow points to the abscess, which is distinguished as a well-circumscribed area of hypoechoic fluid.
|
ROCO
|
CT
|
roco_3720
|
||
Describe the medical findings in this image in detail.
|
Examples of MSW and MSL measurements on the CT image.
|
ROCO
|
CT
|
roco_3765
|
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 6793 samples in Alpaca instruction format.
Dataset Statistics
- Total Samples: 6793
- Training Samples: 5434
- Validation Samples: 1359
Modality Distribution
- X-ray: 2691 samples
- CT: 2257 samples
- Unknown: 1329 samples
- MRI: 369 samples
- Ultrasound: 147 samples
Source Distribution
- ROCO: 5000 samples
- VQA-RAD: 1793 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
- Downloads last month
- 197