Ioannis Gkouzionis's repositories
2-D-Kalman-Filter
2-D Kalman Filter for Tracking a randomly moving object
autoprognosis
A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.
AutoScore
AutoScore: An Interpretable Machine Learning-Based Automatic Clinical Score Generator
Aweome-Heathcare-Federated-Learning
A curated list of Federated Learning papers/articles and recent advancements.
cesium
Machine Learning Time-Series Platform
ColossalAI
Colossal-AI: A Unified Deep Learning System for Big Model Era
connect
The swiss army knife of healthcare integration.
FHIR-PYrate
FHIR-PYrate is a package that provides a high-level API to query FHIR Servers for bundles of resources and return the structured information as pandas DataFrames. It can also be used to filter resources using RegEx and SpaCy and download DICOM studies and series.
fhir.resources
FHIR Resources https://www.hl7.org/fhir/resourcelist.html
FlagAI
FlagAI (Fast LArge-scale General AI models) is a fast, easy-to-use and extensible toolkit for large-scale model.
flower
Flower - A Friendly Federated Learning Framework
h2o-3
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
labelme
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
M3Depth
Code for Self-Supervised Depth Estimation in Laparoscopic Image using 3D Geometric Consistency (MICCAI 2022)
Made-With-ML
Learn how to responsibly develop, deploy and maintain production machine learning applications.
mdpnp
MD PnP OpenICE
MONAILabel
MONAI Label is an intelligent open source image labeling and learning tool.
neurodsp
Digital signal processing for neural time series.
opal
A web framework for building highly usable healthcare applications.
probreg
Python package for point cloud registration using probabilistic model (Coherent Point Drift, GMMReg, SVR, GMMTree, FilterReg, Bayesian CPD)
pypylon
The official python wrapper for the pylon Camera Software Suite
python-hl7
A simple library for parsing messages of Health Level 7 (HL7) version 2.x into Python objects.
Rectlabel-support
RectLabel - An image annotation tool to label images for bounding box object detection and segmentation.
scikit-surgeryvtk
image fusion or overlay, for augmented reality apps, using VTK.
sdclib
Service-oriented Devices Connectivity Library: A reference implementation of the IEEE 11073 SDC Library
skunkworks-long-stayer-risk-stratification-baseline
Baseline models for predicting Length of Stay
Vulcan
A high level deep learning framework for quickly prototyping networks with added tools in data visualisation, model interpretability and performance metrics