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additive-margin-softmax

This is the implementation of paper <Additive Margin Softmax for Face Verification>

alvis-intro

Introduction slides for Alvis

atten_deep_mil

Attention-based Deep MIL implementation and application

attentiondeepmil

Implementation of Attention-based Deep Multiple Instance Learning in PyTorch

awesome-git-addons

:sunglasses: A curated list of add-ons that extend/enhance the git CLI.

awesomecv

A collection of my CVs

cd-net

cellfeatureshe

Cell features from HE-stained images regarding nuclei shape, texture and such.

clam

Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering

covid19-xray-cnn

A CNN model for predicting COVID19 from X-ray chest images.

create-a-hdf5-data-set-for-deep-learning

create your own data set with python library h5py and a simple example for image recognition

deeplearningexamples

Deep Learning Examples

deeppath

Classification of Lung cancer slide images using deep-learning

dr-classification

Diabetic retinopathy classification network

e-secretary

E-Secretary is a naive solution for a university's secretary website, developed as a semester project in the Web Programming Course in ECE UPatras

ece-upatras-thesis-template

A LaTeX thesis template for ECE Dep., University of Patras.

er-stratified-training-tp53-prediction

espnetv2

A light-weight, power efficient, and general purpose convolutional neural network

evaluatecutpoints

evaluateCutpoints is a R package for multiple cutpoints determination in biomedical research.

feature-selection-for-machine-learning

hass-config

✨ A different take on designing a Lovelace UI (Dashboard)

he_preprocessing

A collection of preprocessing tools for H&E slide analysis, developed and used for my PhD project.

histocartography

Histocartography is a framework bringing together AI and Digital Pathology

keras-project-template

A project template to simplify building and training deep learning models using Keras.

keras-project-template-distributed

A project template to start writing deep learning models using Keras.

machine-learning-articles

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

machine-learning-collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

multiresolution-clam

This is the repo for our EMBC-2023 paper, "Multiresolution Self-Supervised Feature Integration via Attention Multiple Instance Learning for Histopathology Analysis"

multiresolution_histopathology

Code for paper: "Unveiling the Power of Model-Agnostic Multiscale Analysis for Enhancing Artificial Intelligence Models in Breast Cancer Histopathology Images"

multiscale