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Ioannis Gkouzionis's Projects

ai4surgery icon ai4surgery

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.

autoprognosis icon autoprognosis

A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.

autoscore icon autoscore

AutoScore: An Interpretable Machine Learning-Based Automatic Clinical Score Generator

camera_control icon camera_control

a Python API to record video & system timestamps from Imaging Source USB cameras

cesium icon cesium

Machine Learning Time-Series Platform

colossalai icon colossalai

Colossal-AI: A Unified Deep Learning System for Big Model Era

connect icon connect

The swiss army knife of healthcare integration.

cvpods icon cvpods

All-in-one Toolbox for Computer Vision Research.

deeplabcut icon deeplabcut

Markerless pose estimation of user-defined features with deep learning for all animals, including humans

deeplearntoolbox icon deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

django-rest-fhir icon django-rest-fhir

A reusable implementation of the HL7 FHIR standard for healthcare interoperability in Python using Django and Django REST framework

easypyspin icon easypyspin

cv2.VideoCapture like wrapper for FLIR Spinnaker SDK

fat_tumor_classifier icon fat_tumor_classifier

Using SVM and CNN to build a classifier which can determine the margin of Tumor based on Raman Spectroscopy data

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