datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
dental-implant-surgery-sample
Dental Implant Surgery — Multimodal Annotated Video (Sample Case)
A public sample from one complete All-on-4 full-arch mandibular dental implant
surgery: two synchronised camera angles, the operating surgeon narrating while
he works, and six layers of structured clinical annotation (L0–L5) tied frame by
frame to what he said.
This is a showcase slice, not the whole case. What is here is enough to judge
the structure, the annotation quality and the honesty of the documentation.… See the full description on the dataset page: https://huggingface.co/datasets/OralSurgery/dental-implant-surgery-sample.cataract_surgery_vlm_eval
Cataract Surgery VLM Evaluation Dataset — Test
Self-contained, flat evaluation set for cataract-surgery video understanding.
No external dependencies — every record and its video live in this single folder.
At a glance
Item
Count
Notes
JSONL records
1004
one file = one record = one valid JSON line
Videos (.mp4)
518
flat, prefixed names; ~3.45 GB total
Split
Test only
held-out evaluation, no training overlap
Folder layout
flat
no subfolders; every… See the full description on the dataset page: https://huggingface.co/datasets/shahedm2001/cataract_surgery_vlm_eval.surgery_data_p1africa-synth-cancer-cancer-surgery-outcomes-africa-comoros
Cancer Surgery Outcomes Africa | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Health datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-cancer-cancer-surgery-outcomes-africa-comoros.surgeryvid_train_bp2surgeryvid_testMuse-Glimmer-30B-surgery-report
There Are No Experts Hiding in Your Dense Model, and What We Found Instead
Research evidence dataset. No model weights. Part of the collection
Xyntetik Research: Model Surgery and Scale Recovery on this account, produced with
Xyntetik Runner.
Dataset summary
Question tested. Whether a dense 30B decoder hides latent expert structure a runtime could route between (it does not), and what depth surgery, healing and the data axis cost when measured against the… See the full description on the dataset page: https://huggingface.co/datasets/Joakimpalm-Zen/Muse-Glimmer-30B-surgery-report.POV_Surgerysurgeryvid_0_5fps_bp1_db2gp_surgery_reviews_fake_and_real
GP Surgery Reviews Dataset Data Card
Overview
This dataset consists of GP Surgery reviews designed for binary classification tasks. It includes both real and fake reviews, where the label feature marks real reviews as 0 and fake reviews as 1. The fake reviews were generated using DeepSeek LLM (Ollama) and then passed through a processing pipeline to derive additional features.
Dataset Composition
Total Records: 9,974
Features:
free_text:
The… See the full description on the dataset page: https://huggingface.co/datasets/janduplessis886/gp_surgery_reviews_fake_and_real.surgeryvid_0_5fps_c2reddit-refractive-surgery
Dataset Card for Reddit LASIK Communities Dataset
Dataset Summary
This dataset contains posts and comments from two LASIK-related Reddit communities: r/lasik and r/LasikSupport. It was created to support research on patient experiences, community support dynamics, and medical discourse in online health communities.
The dataset includes approximately 1,983 posts (993 from r/lasik, 990 from r/LasikSupport) and +27000 comments from the same communities. It captures… See the full description on the dataset page: https://huggingface.co/datasets/Pandita-IA/reddit-refractive-surgery.surgeryvid_0_5fps_gl1_vl2surgeryvid_0_5fps_gl_c3_vlsurgeryvid_train_v1_0asia-owid-intersex-infant-surgery
Intersex Infant Surgery | Asia (Our World in Data)
🌏 51 observations · 36 Asia countries · 2018–2026 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 51 observations of Intersex Infant Surgery data across 36 Asia countries, spanning 2018–2026.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Intersex Infant Surgery
Geographic coverage
36 Asia countries · top rows… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-intersex-infant-surgery.surgeryvid_0_5fps_bp1surgeryvid_0_5fps_db2surgeryvid_0_5fps_bp2SurgeryVideoQA
SurgeryVideoQA : A surgical video understanding benchmark
Introduction
Publicly available biomedical videos, such as those on YouTube, serve as valuable educational resources for medical students. Unlike standard machine learning datasets, these videos are designed for human learners, often mixing medical imagery with narration, explanatory diagrams, and contextual framing. In this work, we investigate whether such pedagogically rich, yet non-standardized and… See the full description on the dataset page: https://huggingface.co/datasets/connectthapa84/SurgeryVideoQA.surgeryvid_0_5fps_baseUW_Surgery_Chunkssurgeryvid_0_5fps_gl_vlsurgeryvid_0_5fps_c3surgeryvid_0_5fps_bp1_db1surgeryvid_halfsurgeryvid_train_cftsurgeryvid_0_5fps_gl_c_vlsurgeryvid_train_db1surgeryvid_0_5fps_gl