aksg87
Radiologist and computer scientist interested in deep learning applications to medicine and computer vision.
New York City
Pinned Repositories
3D-VQ-VAE-2
3D VQ-VAE-2 for high-resolution CT scan synthesis
abdominal_organ_segmentation
Abdominal organ segmentation in PyTorch using the CHAOS (Combined Healthy Abdominal Organ Segmentation) dataset.
adpkd-segmentation-pytorch
Segmentation of kidneys on MRI in Autosomal Dominant Polycystic Kidney
affine-image-transforms-python
This is a tutorial in the form of a Jupyter notebook
approachingalmost
Approaching (Almost) Any Machine Learning Problem
automated-radiology-protocols
Automatic protocolling project.
breast-CA-screening-simulation
kaggle-pneumothorax
pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
us-annonimization-experiment
aksg87's Repositories
aksg87/adpkd-segmentation-pytorch
Segmentation of kidneys on MRI in Autosomal Dominant Polycystic Kidney
aksg87/pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
aksg87/3D-VQ-VAE-2
3D VQ-VAE-2 for high-resolution CT scan synthesis
aksg87/approachingalmost
Approaching (Almost) Any Machine Learning Problem
aksg87/cornerstoneSideImageLoader
An MPR image loader that reconstructs coronal and sagittal images from axial images.
aksg87/cxr-ct
Chest CT reconstruction from CXR
aksg87/Deep-Learning-In-Production
Develop production ready deep learning code, deploy it and scale it
aksg87/DeepLearningExamples
Deep Learning Examples
aksg87/dicomp10-to-dicomweb-js
Code to convert from a dicomp10 file to dicomweb format (json metadata + frames + bulkdata)
aksg87/hydra
Hydra is a framework for elegantly configuring complex applications
aksg87/hyrda-dl-template-v1
aksg87/ignite
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
aksg87/libjxl-js
JS/WASM build of libjxl (JPEG-XL)
aksg87/machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
aksg87/medical-imaging-community
Information about the medical imaging community
aksg87/MIDeepSeg
[MedIA2021]MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning
aksg87/ml-pen-and-paper-exercises
Pen and paper exercises in machine learning
aksg87/ml-system-design-pattern
System design patterns for machine learning
aksg87/MLfromscratch
Machine Learning algorithm implementations from scratch.
aksg87/MONAIBootcamp2021
Materials for the 2021 MONAI Bootcamp
aksg87/nmpevqvae
Neuromorphologicaly Preserving Volumetric Data Encoding Using VQ-VAE
aksg87/organ-segmentation-tutorial-pytorch
aksg87/positional_cl
code for paper Positional Contrastive Learning for Volumetric Medical Image Segmentation
aksg87/Pytorch-Project-Template
A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.
aksg87/README-template.md
A README template for anyone to copy and use.
aksg87/segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
aksg87/slackmoji
A collection of 1,000+ popular emoji for Slack and Discord
aksg87/static-wado
A command line tool to generate static WADO metadata and bulkdata files
aksg87/tech-interview-questions
Open source tech interview questions
aksg87/TransUNet
This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.