Short tutorial supplementing the Neural Networks and Deep Learning chapter from Artificial Intelligence in Surgery: An AI Primer for Surgical Practice designed to offer hands-on experience with artificial neural networks to surgeons with little to no coding experience.
☆22May 23, 2025Updated last year
Alternatives and similar repositories for AI4surgery
Users that are interested in AI4surgery are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Demo for surgical phase recognition on videos of laparoscopic cholecystectomy using a CNN-biLSTM-CRF model presented in "Learning from a …☆20Sep 30, 2020Updated 6 years ago
- RadCLIP is a foundation model for radiologic imaging that leverages a Vision–Language Pre-training (VLP) framework to align 2D/3D radiolo…☆14May 30, 2025Updated last year
- This repo contains an implementation code for the weakly supervised surgical tool tracker. In this research, the temporal dependency in s…☆43Sep 1, 2020Updated 6 years ago
- Neural network tracking code applied to single mice in open fields assays.☆10Feb 14, 2019Updated 7 years ago
- Differentiable, physics-based renderer for realistic ultrasound synthesis from MRI, enabling registration and reconstruction via PyTorch.☆16Mar 17, 2026Updated 7 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Papers from the intersection of surgery and data science / machine learning☆18Jan 28, 2024Updated 2 years ago
- Masked Autoencoder Pretraining on 3D Brain MRI☆18Jan 22, 2026Updated 9 months ago
- maple-to-python☆12Jan 29, 2015Updated 11 years ago
- An Introductory Workshop on Modern Data Analyses and Workflows for Reproducible Research in R☆17Oct 27, 2026Updated 2 weeks ago
- ☆11Jun 12, 2024Updated 2 years ago
- Utility for cui2vec in Go☆13Feb 25, 2023Updated 3 years ago
- Devika is an Agentic AI Software Engineer that can understand high-level human instructions, break them down into steps, research relevan…☆10Apr 11, 2024Updated 2 years ago
- 📊 🌐 🧑🏫 Website for graduate-level course on program evaluation and causal inference using R, built with Quarto☆10Jul 30, 2024Updated 2 years ago
- Multi-agent RAG system using AutoGen for document-focused tasks in medical education, leveraging LangChain, ChromaDB, and OpenAI embeddin…☆12Sep 9, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- [WACV25 Oral] Official implementation of the paper: "Feasibility of Federated Learning from Client Databases with Different Brain Disease…☆15Jul 15, 2025Updated last year
- Multi-modal agentic framework for surgical procedures☆46Mar 14, 2026Updated 7 months ago
- The basic structure of a University of Edinburgh R(D)SVS themed Quarto presentation. Please feel free to copy this for your own purposes.…☆10Sep 21, 2023Updated 3 years ago
- Processing and analysys for Cyclic Immunofluorescence (CycIF) microscopy images☆10May 5, 2019Updated 7 years ago
- OLab4 is an open source web-based educational research platform that supports the creation and publication of virtual scenarios. Much of …☆11Jul 16, 2023Updated 3 years ago
- ☆11Apr 27, 2019Updated 7 years ago
- Dataset for Red Blood Cell Segmentation with Overlapping Cell Separation and Classification on Imbalanced Dataset☆13Dec 4, 2021Updated 4 years ago
- A comprehensive pipeline for training and deploying medical AI models for offline emergency assistance. This project fine-tunes Gemma-3n …☆16Aug 2, 2025Updated last year
- This is our new multi-joint annotation for EndoVis MICCAI Challenge dataset ( https://endovissub-instrument.grand-challenge.org/), which …☆30Aug 10, 2019Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Catalog of 3D models useful for building image-guided therapy systems☆16Dec 4, 2025Updated 11 months ago
- CMake scripts for building Plus library, applications, and all required dependencies☆23Oct 16, 2026Updated 3 weeks ago
- African Medical QA Dataset☆14Sep 17, 2025Updated last year
- This repo holds the code for: {Transformer-based Spatio-temporal Analysis for Automatic Classification of Aortic Stenosis Severity from B…☆11Nov 29, 2022Updated 3 years ago
- Patient Lifecycle Management. From Front desk (records office) to Pharmacy.☆12Jul 22, 2016Updated 10 years ago
- [IJCV 2022] Information-Theoretic Odometry Learning☆18Apr 19, 2023Updated 3 years ago
- A powerful, enterprise-grade multi-agent system for advanced radiological analysis, diagnosis, and treatment planning. This system levera…☆19Oct 13, 2025Updated last year
- Digital feedback management system. we will provide a link to students with their class id and password, and boom within a few minutes th…☆13Nov 27, 2022Updated 3 years ago
- ☆11Mar 2, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆12Dec 17, 2025Updated 10 months ago
- FHIR Power creates Sentences from FHIR Resources or a Bundle of FHIR Resources to power Machine Learning Models, Vector Searches, and Bi…☆14Dec 13, 2023Updated 2 years ago
- [MICCAI 2021] Real-timeInstrument Segmentation of Robotic Surgical Video☆13Oct 12, 2022Updated 4 years ago
- 3D Slicer extension to visualize and plan an osteotomy surgery.☆12Mar 15, 2022Updated 4 years ago
- ☆18Jul 21, 2023Updated 3 years ago
- Colorectal polyp detection and segmentation using a modified U-Net☆11May 24, 2018Updated 8 years ago
- A Tool to Estimate the Time Needed to Conduct a Systematic Review or Systematic Map☆17Jul 29, 2022Updated 4 years ago
Are these results useful?