Reading list and publicly available datasets for surgical vision
☆40Dec 2, 2021Updated 4 years ago
Alternatives and similar repositories for Reading-for-Surgical-Vision
Users that are interested in Reading-for-Surgical-Vision are comparing it to the libraries listed below
Sorting:
- Official repository for "Dissecting Self-Supervised Learning Methods for Surgical Computer Vision"☆43May 23, 2025Updated 9 months ago
- [MICCAI'22] AutoLaparo: A New Dataset of Integrated Multi-tasks for Image-guided Surgical Automation in Laparoscopic Hysterectomy☆19Mar 21, 2025Updated 11 months ago
- Repo for our work "Systematic Evaluation of Large Vision-Language Models for Surgical Artificial Intelligence"☆19Jun 2, 2025Updated 9 months ago
- TMI 2023: Less is More: Surgical Phase Recognition from Timestamp Supervision☆21Feb 9, 2023Updated 3 years ago
- Code and annotation for the paper "Towards Accurate and Interpretable Surgical Skill Assessment: A Video-Based Method Incorporating Recog…☆12Jan 20, 2023Updated 3 years ago
- MICCAI 2023: Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic Grouping☆10Sep 27, 2025Updated 5 months ago
- [TMI'22]Exploring Intra- and Inter-Video Relation for Surgical Semantic Scene Segmentation☆23Dec 20, 2022Updated 3 years ago
- [MedIA'25] Learning multi-modal representations by watching hundreds of surgical video lectures☆79Sep 14, 2025Updated 5 months ago
- This repository contains code for our paper titled "A semi-supervised teacher-student framework for surgical tool detection and localizat…☆10Nov 16, 2023Updated 2 years ago
- Papers from the intersection of surgery and data science / machine learning☆15Jan 28, 2024Updated 2 years ago
- Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks☆10Aug 21, 2019Updated 6 years ago
- ☆14Mar 16, 2019Updated 6 years ago
- CV codes from CIAM Group at SUSTech, Shenzhen, China☆11Aug 26, 2024Updated last year
- A transformer-inspired neural network for surgical action triplet recognition from laparoscopic videos.☆32Sep 17, 2025Updated 5 months ago
- IEEE TMI 2022: Exploring Segment-level Semantics for Online Phase Recognition from Surgical Videos☆15Jun 27, 2022Updated 3 years ago
- Codes for "Towards Unified Surgical Skill Assessment" (CVPR 2021)☆34Nov 11, 2023Updated 2 years ago
- ☆37Apr 5, 2025Updated 11 months ago
- CholecTriplet 2022 challenge on surgical action triplet detection☆12Sep 17, 2025Updated 5 months ago
- ☆17May 19, 2023Updated 2 years ago
- [TMI'2021] Temporal Memory Relation Network for Workflow Recognition from Surgical Video☆66Feb 15, 2022Updated 4 years ago
- List of surgical tool datasets organised by task.☆171Aug 30, 2024Updated last year
- [MedIA'22] Anticipation for surgical workflow through instrument interaction and recognized signals☆17Feb 11, 2022Updated 4 years ago
- This repository contains video datasets that can be used for training coarse to fine-grained (phase, step and action) temporal classifica…☆16Oct 26, 2021Updated 4 years ago
- Towards Scalable Language-Image Pre-training for 3D Medical Imaging [TMLR 2026]☆33Feb 24, 2026Updated last week
- Large-scale Self-supervised Pre-training for Endoscopy☆44Jun 11, 2024Updated last year
- [Nature Biomedical Engineering 2023] Decoding surgical activity from videos with a vision transformer☆22Jun 6, 2024Updated last year
- Long Surgical Phase Recognition☆24Nov 7, 2024Updated last year
- ☆16Sep 17, 2025Updated 5 months ago
- Dataset for multi-perspective surgical tool tracking☆30Feb 21, 2026Updated last week
- Unofficial SCARED Dataset Toolkit☆53Jan 15, 2024Updated 2 years ago
- [MICCAI 2025] Official code implementation for paper: ReSurgSAM2: Referring Segment Anything in Surgical Video via Credible Long-term Tra…☆37Nov 4, 2025Updated 4 months ago
- Demo for surgical phase recognition on videos of laparoscopic cholecystectomy using a CNN-biLSTM-CRF model presented in "Learning from a …☆19Sep 30, 2020Updated 5 years ago
- [Nature Communications 2026] A universal foundation model for grounded biomedical image interpretation☆40Feb 27, 2026Updated last week
- Evaluation toolkit for the SERV-CT Dataset☆21Feb 1, 2021Updated 5 years ago
- 【MICCAI 2021, Early accept】Multi-Contrast MRI Super-Resolution via a Multi-Stage Integration Network☆51Jan 17, 2022Updated 4 years ago
- [MedIA'20]Multi-task recurrent convolutional network with correlation loss for surgical video analysis, winner algorithm at MICCAI'19 Sur…☆49Sep 24, 2021Updated 4 years ago
- ☆32Apr 16, 2022Updated 3 years ago
- Multi-Modal Learning from Unpaired Images: Application to Multi-Organ Segmentation in CT and MRI.☆27Nov 15, 2018Updated 7 years ago
- Tutorial on using Hugging Face's Vision Transformers for Image Classification☆10Sep 4, 2021Updated 4 years ago