dalgu90/icd-coding-benchmark

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Python
License
MIT License
Created almost 3 years ago
Updated over 1 year ago

dalgu90/icd-coding-benchmark

dalgu90

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Automatic ICD coding benchmark based on the MIMIC dataset

resnet-18-tensorflow

ResNet-18 TensorFlow Implementation including conversion of torch .t7 weights into tensorflow ckpt

opencv-tutorial

A short tutorial on OpenCV-Python

Jupyter Notebook

splitnet-wrn

Code for ICML 2017 paper, SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization

wrn-tensorflow

A tensorflow implementation of Wide Residual Networks(https://arxiv.org/abs/1605.07146)

cim-misspelling

Context-Sensitive Misspelling Correction of Clinical Text via Conditional Independence, CHIL 2022

Jupyter Notebook

splitnet-imagenet22k

SplitNet implemented based on ResNet-50 trained on ImageNet-22K

DCN-tf

A TensorFlow implementation on Deep Clustering Network(DCN), ICML 2017

abbr-exp-ml4h

TensorFlow implementation of Improved Clinical Abbreviation Expansion via Non-Sense-Based Approaches, ML4H workshop at NeurIPS 2020

classification-testbed-tf

Testbed for classification on simple datasets

compositionality-classification

Improving Compositional Generalization in Classification Tasks via Structure Annotations, ACL 2021 Short

n2c2-2022-track3

Code of a Participant of 2022 N2C2 Track 3: Assessment and Plan Reasoning

Jupyter Notebook

resnet_imagenet_baseline

resnet_imagenet_baseline

1705_sk_opencv

OpenCV Tutorial for SK Academy CV class(2017-05-25~26)

Jupyter Notebook