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500-ai-machine-learning-deep-learning-computer-vision-nlp-projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

ab-line-classifier

All work relating to development and validation of an A-line vs. B-line ultrasound image classifier.

africa_poverty

ai-deep-learning-lab-2022

algorithm-template

Template to prepare a docker image for https://synthrad2023.grand-challenge.org/

an-attentive-multi-modal-cnn-for-brain-tumor-radiogenomic-classification

The result has been published in the Journal of Information in 2022. (ESCI Index)

anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

anomaly-detection-of-brain-mr-images

awesome-diffusion-models-in-medical-imaging

Diffusion Models in Medical Imaging

biteoscope

scripts for running biteOscope and processing data

book-management-system-with-database-and-simple-ui---using-tkinter-and-sqlite3-in-python

bootcamp-data-analysis-beginner-apr-may2020

Python Bootcamp Data Analysis for Beginners

bt-unet

BT-Unet: A self-supervised learning framework

cmr-landmark-detection

Semantic Segmentation of CMR with a U-Net based architecture. Implemented in TF2.X. Trainings, prediction and evaluation scripts/notebooks for heatmap based right ventricle insertion point detection on cine CMR images. Koehler et al. 2022, BVM

cosco

[TPDS'21] COSCO: Container Orchestration using Co-Simulation and Gradient Based Optimization for Fog Computing Environments

covid-19-federated-learning

Wuhan Corona (COVID-19) patients dataset

covid-lus-diagnosis

Trying different image processing and ML techniques to identify covid from Lung Ultrasound

covid-ultra-classifier

Repo for CS235 final project -- will include code and documentation for early COVID detection using ultrasound

covid-us

Open benchmark dataset of COVID-19 related ultrasound imaging data, curated and systematically validated — Ensemble de données de référence ouvert d'imagerie échographique liées à la COVID-19, organisé et systématiquement validé

covid19_pocus_ultrasound

Open source ultrasound (POCUS) data collection initiative for COVID-19.

covid19_pocus_ultrasound_pytorch

This repository is our implementation of https://github.com/jannisborn/covid19_pocus_ultrasound in Pytorch with some added features.

covid_ultrasound-1

Lung Ultrasound - automatic detection of pathologies (COVID-19 and pneumonia).

cvd

dabs

A Domain-Agnostic Benchmark for Self-Supervised Learning

dcmrtstruct2nii

DICOM RT-Struct to mask

deepchest-app

The aim of DeepChest is to deliver a tool to clinicians to help them analyse lung ultrasound (LUS) images and make diagnostic and prognostic predictions

deepneuro

DeepNeuroExamples

deepneuro-1

A deep learning python package for neuroimaging data. Made by:

denoising-diffusion-model

A simple guide to diffusion models. Helpful in understanding the concept and practicing with the method.

denvgen