Alternatives and similar repositories for icd-prediction-mimic:

Users that are interested in icd-prediction-mimic are comparing it to the libraries listed below

• ziyuqiu / icd_prediction
  Predicting Medical Billing Codes (ICD9) from Clinical Notes (in MIMIC-III datasets) using Deep Learning
  ☆24Updated 4 years ago
• Yuqi92 / deep-patient-representation-mimiciii-multitask
  Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction
  ☆32Updated 5 years ago
• acadTags / Explainable-Automated-Medical-Coding
  Implementation and demo of explainable coding of clinical notes with Hierarchical Label-wise Attention Networks (HLAN)
  ☆59Updated 2 years ago
• ZhiGroup / pytorch_ehr
  source codes based on PyTorch to analyze EHR
  ☆134Updated last year
• nwams / ClinicalBERT-Deep-Learning--Predicting-Hospital-Readmission-Using-Transformer
  Blog post on Medium
  ☆48Updated 2 years ago
• suamin / ICD-BERT
  ICD-BERT: Multi-label Classification of ICD-10 Codes with BERT (CLEF 2019)
  ☆74Updated 2 years ago
• MLD3 / FIDDLE
  FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…
  ☆92Updated 9 months ago
• CogStack / MedCATtutorials
  General tutorials for the setup and use of MedCAT.
  ☆37Updated 2 months ago
• deepmedicine / BEHRT
  Code for BEHRT: Transformer for Electronic Health Records
  ☆108Updated last year
• ZhiGroup / Med-BERT
  Med-BERT, contextualized embedding model for structured EHR data
  ☆279Updated last year
• jamesmullenbach / caml-mimic
  multilabel classification of EHR notes
  ☆285Updated 4 years ago
• thomasnguyen92 / MIMIC-IV-ICD-data-processing
  ☆36Updated last year
• bvanaken / clinical-outcome-prediction
  Code for the EACL 2021 Paper: Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration
  ☆93Updated 7 months ago
• AIM-Harvard / SDoH
  Large Language Models to Identify Social Determinants of Health in Electronic Health Records | Paper: https://www.nature.com/articles/s41…
  ☆43Updated last year
• kaggarwal / ClinicalNotesICU
  ☆24Updated 5 years ago
• sajaddarabi / TAPER-EHR
  Patient Code & Text Representation Learning
  ☆20Updated last year
• emnlp-mimic / mimic
  ☆22Updated 3 years ago
• simonlevine / clinical-longformer
  ☆38Updated 2 years ago
• lsy3 / clinical-notes-diagnosis-dl-nlp
  ☆69Updated 3 years ago
• zzzace2000 / mimic-preprocess
  MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"
  ☆19Updated 5 years ago
• lrsoenksen / HAIM
  This repository contains the code to replicate the data processing, modeling and reporting of our Holistic AI in Medicine (HAIM) Publicat…
  ☆115Updated last year
• GanjinZero / ICD-MSMN
  Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding [ACL 2022]
  ☆52Updated 2 years ago
• kexinhuang12345 / clinicalBERT
  ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission (CHIL 2020 Workshop)
  ☆407Updated 2 years ago
• clinicalml / HealthKnowledgeGraph
  Health knowledge graph for 157 diseases and 491 symptoms, learned from >270,000 patients' data
  ☆100Updated 4 years ago
• BarnesLab / Patient2Vec
  Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record
  ☆107Updated 6 years ago
• uf-hobi-informatics-lab / SDoH_SODA
  ☆18Updated 11 months ago
• smitkiri / ehr-relation-extraction
  NER and Relation Extraction from Electronic Health Records (EHR).
  ☆87Updated 3 years ago
• weimin17 / Multimodal_Transformer
  A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction
  ☆31Updated 2 years ago
• aehrc / LAAT
  A Label Attention Model for ICD Coding from Clinical Text
  ☆69Updated 2 years ago
• gmichalo / UmlsBERT
  ☆97Updated 3 years ago