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This repository contains multiple models where the goal is to translate sentences describing a disease to CIM-10 medical codes.
The Metadata Platform for your Data and AI Stack
Algorithms for outlier, adversarial and drift detection
Full stack, modern web application template. Using FastAPI, React, SQLModel, PostgreSQL, Docker, GitHub Actions, automatic HTTPS and more.
The official repository for "One Model to Rule them All: Towards Universal Segmentation for Medical Images with Text Prompts"
Rapid fuzzy string matching in Python using various string metrics
Linkage of Hospital Records and Death Certificates by a Search Engine and Machine Learning
An IPython magic extension for printing date and time stamps, version numbers, and hardware information
Fast dictionary-based approach for semantic annotation / entity linking
Modular, fast NLP framework, compatible with Pytorch and spaCy, offering tailored support for French clinical notes.
Web application for distributing and browsing the Standardized Vocabularies for all instances of an OMOP CDM
A repository of DICOM images segmentation using Pytorch
Deidentification of DICOM images using Attribute Confidentiality Profiles
Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024
Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks. Support: https://discourse.slicer.org/c/community/radiomics
Set of models for segmentation of 3D volumes
This is a MULTILINGUAL bot designed to provide emotional support and assistance to individuals struggling with mental health issues. It can help individuals access mental health resources, offer gu…
Code repository: CME² Net: Contextual Medical Event Extraction Network for clinical notes [WNLPe-Health Workhop, ICON 2022]
Machine Learning Engineering Open Book
SAM-Med3D: An Efficient General-purpose Promptable Segmentation Model for 3D Volumetric Medical Image
A library that helps you split image into small, overlappable patches, and merge patches into original image.
This repository contains theory and working codes of three different types of chatbots.
Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation