carrielui Goto Github PK

lung

for the paper of 3D Inception CNN For Automatic Lung Nodule Detection

m2cgen

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#) with zero dependencies

medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

meta_lstm

The implementation of Meta-LSTM in "Meta Multi-Task Learning for Sequence Modeling." AAAI-18

mindbender

Tools for iterative knowledge base development with DeepDive

mish

Mish Deep Learning Activation Function for PyTorch / FastAI

ml4mi_bootcamp

Code from the ML4MI Boot Camp.

mnemonicreader

A PyTorch implementation of Mnemonic Reader for the Machine Comprehension task

models

Models and examples built with TensorFlow

module1

Teaching material for Summer Institute in Statistics for Big Data Module 1.

module2

Materials for Module 2 of the SISBID Workshop, Visualization of Biomedical Big Data

module3

Materials for Module 3 of the SISBID Workshop, Reproducible Research

module4

module5

multi-label-text-classification-using-bert

Multi Label text classification using bert

my_first_project

nature_paper_predicting_dr_progression

Code to recreate the field-specific CNN pillars to predict DR progression as outlined in the Nature Digital Medicine paper of 2019

ncbi_bert

NCBI_BERT, pre-trained on PubMed abstracts and clinical notes (MIMIC-III).

nlpre

Python library for Natural Language Preprocessing (NLPre)

nnet-survival

A Simple Discrete-Time Survival Model for Neural Networks

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.

oncotext_web

A web user interface for the OncoText Pathology System (https://github.com/yala/OncoText)

pathpredictionfortextclassification

Source code for WWW 2019 paper "Efficient Path Prediction for Semi-Supervised and Weakly Supervised Hierarchical Text Classification"

pca-kinematics

Tool for analyzing wrist bone displacement

pediatric-bone-age-prediction

Based on kaggle RSNA Pediatric Bone Age Prediction from X-Rays

pymeshsim

a module to calculate the MeSH similarity

pysurvival

Open source package for Survival Analysis modeling

pytorchzerotoall

Simple PyTorch Tutorials Zero to ALL!

qt-gui-startup-project

ranger-deep-learning-optimizer

Ranger - a synergistic optimizer using RAdam (Rectified Adam) and LookAhead in one codebase