jplasser

ai-for-healthcare-keras-tensorflow-2.0

Source Code for 'AI for Healthcare with Keras and Tensorflow 2.0' by Anshik Bansal

bloatectomy

A python package for removing duplicate text in clinical notes or other documents

CLIP

Contrastive Language-Image Pretraining

CNEP

CNEP (Contrastive Notes Events Pre-training), Contrastive Learning with Clinical Notes and Events Data Pre-training from MIMIC-III

MIMIC-III_ICU_Readmission_Analysis

This is the source code for the paper 'Analysis and Prediction of Unplanned Intensive Care Unit Readmission'

open_clip

An open source implementation of CLIP.

OpenAI-CLIP

Simple implementation of OpenAI CLIP model in PyTorch.

salmon-sea-bass-dataset

Dataset for the salmon/sea bass example from the book Pattern Classification 2nd ed. by Richard O. Duda, Peter E. Hart

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

jplasser/CNEP

CNEP (Contrastive Notes Events Pre-training), Contrastive Learning with Clinical Notes and Events Data Pre-training from MIMIC-III

jplasser/salmon-sea-bass-dataset

Dataset for the salmon/sea bass example from the book Pattern Classification 2nd ed. by Richard O. Duda, Peter E. Hart

jplasser/MIMIC-III_ICU_Readmission_Analysis

This is the source code for the paper 'Analysis and Prediction of Unplanned Intensive Care Unit Readmission'

jplasser/ai-for-healthcare-keras-tensorflow-2.0

Source Code for 'AI for Healthcare with Keras and Tensorflow 2.0' by Anshik Bansal

jplasser/clinical-notes-diagnosis-dl-nlp

jplasser/CLIP

Contrastive Language-Image Pretraining

jplasser/open_clip

An open source implementation of CLIP.

jplasser/OpenAI-CLIP

Simple implementation of OpenAI CLIP model in PyTorch.

jplasser/clip-1

jplasser/cloob

jplasser/embeddings

Code for AMIA CRI 2016 paper "Learning Low-Dimensional Representations of Medical Concepts"

jplasser/Explainable-Automated-Medical-Coding

Implementation and demo of explainable coding of clinical notes with Hierarchical Label-wise Attention Networks (HLAN)

jplasser/FIDDLE

FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algorithms. https://doi.org/10.1093/jamia/ocaa139

jplasser/former

Simple transformer implementation from scratch in pytorch.

jplasser/hedgehog

🦔 Bayesian networks in Python

jplasser/hopfield-layers

Hopfield Networks is All You Need

jplasser/jplasser

About me!

jplasser/jplasser.github.io

Personal Github Page

jplasser/LLMs-from-scratch

Implementing a ChatGPT-like LLM from scratch, step by step

jplasser/logbert

log anomaly detection via BERT

jplasser/mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database

jplasser/mimic3-benchmarks

Python suite to construct benchmark machine learning datasets from the MIMIC-III clinical database.

jplasser/MIMIC_Extract

MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III

jplasser/pet

This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"

jplasser/Practical-Guide-to-Applied-Conformal-Prediction

Practical Guide to Applied Conformal Prediction, published by Packt

jplasser/python-cheatsheet

Comprehensive Python Cheatsheet

jplasser/pytorch-book

Code included in the book, PyTorch Pocket Reference

jplasser/RFR-Inpainting

The source code for CVPR 2020 accepted paper "Recurrent Feature Reasoning for Image Inpainting"

jplasser/scispacy

A full spaCy pipeline and models for scientific/biomedical documents.

jplasser/SNNs

Tutorials and implementations for "Self-normalizing networks"