Datasets:

opscribe-ai
/

mis-abdominal-gi-min-invasive

license: other
license_name: mixed-see-sources-table
pretty_name: OpScribe GI / Minimally-Invasive Surgical VQA
language:
  - en
task_categories:
  - visual-question-answering
size_categories:
  - 10K<n<100K
annotations_creators:
  - derived
source_datasets:
  - extended
tags:
  - surgical
  - endoscopy
  - laparoscopy
  - robotic-surgery
  - medical
  - vision-language

OpScribe GI / Minimally-Invasive Surgical VQA

No images are included. This is 86,991 question–answer pairs that reference frames in nine public surgical corpora. You obtain the frames yourself, from each source, under that source's own terms.

Built as stage 1 of a training curriculum for SurgVU 2026 Category 2.

file
`data/train.jsonl`	75,382 pairs
`data/val.jsonl`	11,609 pairs
`splits.json`	which case buckets are train and which are val
`recipe/build_gi_stage1.py`	rebuilds the corpus from the source datasets

Each record: question, answer, source, source_image (path relative to that source's own root), case.

Frames were resized to 512×512 for training.

Sources

source	pairs	procedure	link
GraSP / PSI-AVA	30,000	robotic prostatectomy	github
CholecT50	15,000	cholecystectomy	github
LapGyn4	10,000	gynaecology	itec
MultiBypass140	8,198	gastric bypass	github
Surg-396K	7,507	mixed (EndoVis-VQLA subset)	EndoChat
HeiCo	4,998	colorectal	paper
SLAM	4,626	laparoscopic actions	figshare
HyperKvasir	3,838	GI endoscopy	simula
HeiChole	2,824	cholecystectomy	challenge

Please cite all nine.

Licence

Mixed. CholecT50 and HeiCo are CC BY-NC-SA; HyperKvasir is CC BY 4.0; HeiChole requires registration. Check each source before use. We do not relicense any of it.

The split differs from the published one, on purpose

The upstream release split by record, so the same frame lands on both sides: 2,143 images (25.3% of val) also appear in train, and 469 of 615 val directories are on both sides.

This split is by image directory — a real video — hashed into 200 buckets, 180 train and 20 val. Verified: 0 images and 0 directories shared between splits.

Results on this split are not comparable to published numbers on the upstream one. The original files are kept under upstream/ for reference.

Limitations

Stills, not video. Question phrasing varies by source. GraSP is a third of the corpus, so robotic prostatectomy is over-represented.

OpScribe GI / Minimally-Invasive Surgical VQA

Contents

Sources

Licence

The split differs from the published one, on purpose

Limitations