Adam Yala

introdeeplearning. OpenEdge ABL

Mirai. This repository was used to develop Mirai, the risk model described in: Towards Robust Mammography-Based Models for Breast Cancer Risk.

text_nn. Text classification models. Used a submodule for other projects.

OncoServe_Public. Sharing Deep Learning Models for Breast Cancer Risk

OncoNet_Public. Developing Deep Learning Models for Mammography

OncoText. OncoText is an information extraction service for breast pathology reports. It supports over 20 categories including DCIS, includes pretrained models, and supports flexible addition of new categories, new training data, and parsing new reports.

Tempo. Code for "Optimizing risk-based breast cancer screening policies with reinforcement learning"

NeuraCrypt. Python

MLCodeLab. This a working tutorial repository to teach some Machine Learning Basics.

OncoData_Public. Python wrappers for dicom conversion.

pytorch-example. Example of setup of a pytorch project

NeuraCrypt-Challenge. Challenge dataset for NeuraCrypt

deeplearning_bootcamp. OpenEdge ABL

CPH100_25_release. Python

deeplearning_bootcamp_2020. Jupyter Notebook

introML_chem. OpenEdge ABL

yalio. Repo for personal website

sequence_gan. Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).