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Datasets:
OpenMed
/
synthvision-seeds

Tasks:
Visual Question Answering
Modalities:
Text
Formats:
parquet
Size:
100K - 1M
Tags:
medical
synthvision
openmed
Libraries:
Datasets
Dask
Polars
License:
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id
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seed_qa
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metadata
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pathvqa_train_0
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_0.png
pathology
[]
null
[{"question": "where are liver stem cells (oval cells) located?", "answer": "in the canals of hering", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_2
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_2.png
pathology
[]
null
[{"question": "what do the areas of white chalky deposits represent?", "answer": "foci of fat necrosis", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_3
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_3.png
pathology
[]
null
[{"question": "is embolus derived from a lower-extremity deep venous thrombus lodged in a pulmonary artery branch?", "answer": "yes", "answer_type": "closed"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_4
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_4.png
pathology
[]
null
[{"question": "how is hyperplasia without atypia characterized?", "answer": "by nests of closely packed glands", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_5
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_5.png
pathology
[]
null
[{"question": "is normal palmar creases present?", "answer": "no", "answer_type": "closed"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_10
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_10.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "excellent photo typical adenocarcinoma extending through muscularis to serosa", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_23
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_23.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "typical infiltrating adenocarcinoma", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_36
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_36.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "typical histology for colon adenocarcinoma", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_37
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_37.png
pathology
[]
null
[{"question": "what is seen as glandular crowding and cellular atypia?", "answer": "hyperplasia without atypia", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_50
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_50.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "typical excellent pinworm", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_67
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_67.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "trophozoite source", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_81
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_81.png
pathology
[]
null
[{"question": "what shows bundles of normal-looking smooth muscle cells?", "answer": "microscopic appearance of leiomyoma", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_85
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_85.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "inclusion bodies", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_102
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_102.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "source of granulomatous colitis", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_117
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_117.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "source of granulomatous colitis", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_126
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_126.png
pathology
[]
null
[{"question": "what is opened to show multiple submucosal, myometrial, and subserosal gray-white tumors, each with a characteristic whorled appearance on cut section?", "answer": "the uterus", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_130
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_130.png
pathology
[]
null
[{"question": "what is present?", "answer": "gastrointestinal", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_137
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_137.png
pathology
[]
null
[{"question": "what are totally obscured by a hemorrhagic inflammatory mass?", "answer": "the tube and ovary to the left of the uterus", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_144
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_144.png
pathology
[]
null
[{"question": "what is present?", "answer": "gastrointestinal", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_158
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_158.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "med pas hematoxylin section of mucosa excellent example source", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_176
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_176.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "x-ray barium study gastric polyp", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_189
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_189.png
pathology
[]
null
[{"question": "what is present?", "answer": "face", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_198
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_198.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "lateral view close-up typical", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_206
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_206.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "frontal view close-up", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_213
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_213.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "fixed tissue saggital section stenotic foramen magnum", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_225
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_225.png
pathology
[]
null
[{"question": "what is replaced by a large fibrotic scar?", "answer": "remote kidney infarct", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_226
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_226.png
pathology
[]
null
[{"question": "is borderline serous cystadenoma opened to show a large, bulky tumor mass?", "answer": "no", "answer_type": "closed"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_228
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_228.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "top of calvaria typical lesions source", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_235
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_235.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "close-up view of foramen magnum", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_237
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_237.png
pathology
[]
null
[{"question": "what consists of numerous swollen villi?", "answer": "complete hydatidiform mole", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_241
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_241.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "severe body burns 24 hours anasarca", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_250
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_250.png
pathology
[]
null
[{"question": "what large head see protocol for details?", "answer": "absence of palpebral fissure cleft palate", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_262
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_262.png
pathology
[]
null
[{"question": "what is present?", "answer": "face", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_268
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_268.png
pathology
[]
null
[{"question": "what is present?", "answer": "bone", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_275
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_275.png
pathology
[]
null
[{"question": "does this image show good close-up?", "answer": "yes", "answer_type": "closed"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_281
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_281.png
pathology
[]
null
[{"question": "what are evident in this microscopic image?", "answer": "distended hydropic villi and proliferation of the chorionic epithelium", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_283
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_283.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "fixed tissue dissected eyes", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_290
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_290.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "opened skull showing base with two foramina magna", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_299
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_299.png
pathology
[]
null
[{"question": "why does this image show jaundice?", "answer": "due to terminal alcoholic cirrhosis with shock and typical facial appearance of edema due to generalized capillary permeability increase or shock", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_302
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_302.png
pathology
[]
null
[{"question": "does this image show grotesque?", "answer": "yes", "answer_type": "closed"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_303
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_303.png
pathology
[]
null
[{"question": "what has an expansile growth pattern with pushing circumscribed borders?", "answer": "this benign tumor", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_307
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_307.png
pathology
[]
null
[{"question": "what is present?", "answer": "anencephaly", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_310
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_310.png
pathology
[]
null
[{"question": "what is present?", "answer": "lymphangiomatosis", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_313
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_313.png
pathology
[]
null
[{"question": "does this image show close-up bilateral fractures?", "answer": "yes", "answer_type": "closed"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_318
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_318.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "opened skull looking into foramina magna single fused calvarium twins with separate brainstems", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_323
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_323.png
pathology
[]
null
[{"question": "what is present?", "answer": "face", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_330
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_330.png
pathology
[]
null
[{"question": "what are anterior face whole body showing diastasis recti and kidneys with bilateral pelvic-ureteral strictures?", "answer": "lateral view of head ear lobe crease web neck other photos in file", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_341
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_341.png
pathology
[]
null
[{"question": "what removed?", "answer": "opened base of skull with brain", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_348
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_348.png
pathology
[]
null
[{"question": "what distorts the glandular tissue, forming cleftlike spaces, and bulges into surrounding stroma?", "answer": "proliferating stromal cells", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_361
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_361.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "left side lesion", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_373
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_373.png
pathology
[]
null
[{"question": "what is present?", "answer": "cephalohematoma", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_377
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_377.png
pathology
[]
null
[{"question": "where does this image show skull cap with obvious metastatic lesion seen on?", "answer": "inner table prostate primary", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_390
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_390.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "close-up of obvious lesion primary in prostate", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_392
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_392.png
pathology
[]
null
[{"question": "what is shown that is a common feature of nonproliferative breast disease?", "answer": "an apocrine cyst", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_398
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_398.png
pathology
[]
null
[{"question": "what is present?", "answer": "face", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_407
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_407.png
pathology
[]
null
[{"question": "what is present?", "answer": "face", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_416
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_416.png
pathology
[]
null
[{"question": "what is present?", "answer": "face", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_424
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_424.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "view of low set ears", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_432
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_432.png
pathology
[]
null
[{"question": "what retracted to show massive fractures?", "answer": "view of head with scalp", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_436
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_436.png
pathology
[]
null
[{"question": "what leads to er-positive cancers?", "answer": "the most common pathway", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_446
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_446.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "close-up view of meaty appearing metastatic lesion in temporal and posterior fossa", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_460
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_460.png
pathology
[]
null
[{"question": "what left side showing patency right side was not patent?", "answer": "hemisection of nose", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_480
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_480.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "view of middle ear areas with obvious hemorrhage in under-lying tissue", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_494
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_494.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "skull cap with obvious metastatic lesions primary in pancreas", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_507
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_507.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "several rather large lesions", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_519
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_519.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "close-up view of base of skull with several well shown fractures", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_534
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_534.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "close-up view of lesions slide which is brain from case", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_546
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_546.png
pathology
[]
null
[{"question": "what is slide?", "answer": "fractures brain which and close-up view of these fractures", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_566
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_566.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "head tilted with mouth", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_584
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_584.png
pathology
[]
null
[{"question": "what is present?", "answer": "bone", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_590
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_590.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "multiple fractures very well", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_599
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_599.png
pathology
[]
null
[{"question": "what is present?", "answer": "face", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_606
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_606.png
pathology
[]
null
[{"question": "when does this image show photos of lady?", "answer": "before disease and after excellent", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_617
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_617.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "close-up natural color dr garcia tumors b67", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_626
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_626.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "black and white dr garcia tumors b68", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_634
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_634.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "dr garcia tumors b6", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_643
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_643.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "dr garcia tumors b5", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_655
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_655.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "multiple fractures", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_667
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_667.png
pathology
[]
null
[{"question": "what grew to outside?", "answer": "tumor", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_669
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_669.png
pathology
[]
null
[{"question": "are the areas of white chalky deposits illustrated schematically?", "answer": "no", "answer_type": "closed"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_686
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_686.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "sagittal section of atlas vertebra and occipital bone foramen magnum stenosis case 31", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_698
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_698.png
pathology
[]
null
[{"question": "why does this image show stenosis of foramen magnum?", "answer": "due to subluxation atlas vertebra case 31", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_703
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_703.png
pathology
[]
null
[{"question": "what is associated with dcis?", "answer": "mammographic detection of calcifications", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_711
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_711.png
pathology
[]
null
[{"question": "what is present?", "answer": "potters facies", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_716
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_716.png
pathology
[]
null
[{"question": "does this image show bilateral?", "answer": "yes", "answer_type": "closed"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_727
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_727.png
pathology
[]
null
[{"question": "what is present?", "answer": "face", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_735
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_735.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "extensive lesions", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_747
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_747.png
pathology
[]
null
[{"question": "what appear as dense masses with spicular margins resulting from invasion of adjacent radiolucent breast tissue in mammograms b?", "answer": "invasive breast carcinomas", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_748
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_748.png
pathology
[]
null
[{"question": "what is present?", "answer": "face", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_755
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_755.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "x-ray skull cap multiple lytic lesions prostate adenocarcinoma", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_758
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_758.png
pathology
[]
null
[{"question": "what are composed of noncohesive tumor cells that invade as linear cords of cells and induce little stromal response?", "answer": "lobular carcinomas", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_770
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_770.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "x-ray showing large sella turcica", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_780
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_780.png
pathology
[]
null
[{"question": "what is characterized by an inflammatory infiltrate rich in eosinophils, neutrophils, and t cells?", "answer": "the late-phase reaction", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_783
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_783.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "electron micrograph", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_799
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_799.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "neutrophils and basophil", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_803
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_803.png
pathology
[]
null
[{"question": "what often appear as relatively subtle, irregular masses in mammograms?", "answer": "lobular carcinomas", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_816
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_816.png
pathology
[]
null
[{"question": "does this image show spleen, normal?", "answer": "yes", "answer_type": "closed"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_822
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_822.png
pathology
[]
null
[{"question": "does this image show spleen, normal?", "answer": "yes", "answer_type": "closed"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_830
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_830.png
pathology
[]
null
[{"question": "does this image show spleen, normal?", "answer": "yes", "answer_type": "closed"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
pathvqa_train_838
pathvqa
C
/home/maziyar/apps/LLMs/openmed-synthvision/data/raw/pathvqa/images/pathvqa_train_838.png
pathology
[]
null
[{"question": "what does this image show?", "answer": "spleen", "answer_type": "open"}]
{"split": "train", "hf_id": "flaviagiammarino/path-vqa"}
End of preview. Expand in Data Studio

synthvision-seeds

SynthVision

Seed records from 4 open medical image datasets

Records: 119,137

About

Seed dataset for the SynthVision pipeline. Contains 119,137 records aggregated from 4 open medical image datasets:

Source Records Modality
eltorio/ROCO-radiology 65,393 Radiology
OpenMed/multicare-images 50,000 Mixed
flaviagiammarino/path-vqa 3,430 Pathology
flaviagiammarino/vqa-rad 314 Radiology

Images are deduplicated by SHA-256 hash. Each record contains an image path, source dataset ID, modality, and any available metadata (captions or Q&A pairs).

Schema 

id: str              # unique record ID
image: str           # relative image path
source: str          # source dataset name
modality: str        # imaging modality
metadata: dict       # captions, Q&A pairs, or labels

Loading 

from datasets import load_dataset

ds = load_dataset("OpenMed/synthvision-seeds")

Links

Downloads last month
15
Size of downloaded dataset files:
11.6 MB
Size of the auto-converted Parquet files:
11.6 MB
Number of rows:
119,137

Collection including OpenMed/synthvision-seeds