Alternatives and similar repositories for icd_prediction

Users that are interested in icd_prediction are comparing it to the libraries listed below

• 3778 / icd-prediction-mimic
  Predicting ICD Codes from Clinical Notes
  ☆63Updated 5 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 6 years ago
• nwams / ClinicalBERT-Deep-Learning--Predicting-Hospital-Readmission-Using-Transformer
  Blog post on Medium
  ☆49Updated 3 years ago
• ZhiGroup / pytorch_ehr
  source codes based on PyTorch to analyze EHR
  ☆147Updated last year
• tanlab / ConvolutionMedicalNer
  ☆12Updated 3 years ago
• zliendo / AI_MedicalNotes
  Automatic classification of medical patient discharge notes into standard disease labels, using deep learning models
  ☆30Updated 6 years ago
• kaggarwal / ClinicalNotesICU
  ☆28Updated 5 years ago
• ZhiGroup / Med-BERT
  Med-BERT, contextualized embedding model for structured EHR data
  ☆307Updated last year
• emnlp-mimic / mimic
  ☆22Updated 3 years ago
• BarnesLab / Patient2Vec
  Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record
  ☆107Updated 6 years ago
• Information-Fusion-Lab-Umass / ClinicalNotes_TimeSeries
  The repository for the paper "Predicting in-hospital mortality by combining clinical notes with time-series data"
  ☆12Updated 4 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…
  ☆96Updated 4 months ago
• acadTags / Rare-disease-identification
  Rare disease identification from free-text clinical notes with ontologies and weak supervision
  ☆32Updated 2 years ago
• deepmedicine / BEHRT
  Code for BEHRT: Transformer for Electronic Health Records
  ☆116Updated 2 years ago
• jamesmullenbach / caml-mimic
  multilabel classification of EHR notes
  ☆290Updated 5 years ago
• weimin17 / Multimodal_Transformer
  A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction
  ☆36Updated 3 years ago
• lsy3 / clinical-notes-diagnosis-dl-nlp
  ☆70Updated 4 years ago
• smitkiri / ehr-relation-extraction
  NER and Relation Extraction from Electronic Health Records (EHR).
  ☆89Updated 3 years ago
• danicaxiao / CONTENT
  Readmission Prediction via Deep Contextual Embedding of Clinical Concepts
  ☆18Updated 7 years ago
• johntiger1 / multimodal_fairness
  Code for "Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP"
  ☆13Updated 2 years ago
• bvanaken / clinical-outcome-prediction
  Code for the EACL 2021 Paper: Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration
  ☆95Updated last year
• jacobdeasy / flexible-ehr
  Time-Sensitive Deep Learning for ICU Outcome Prediction Without Variable Selection or Cleaning.
  ☆19Updated 5 years ago
• CogStack / MedCATtutorials
  General tutorials for the setup and use of MedCAT.
  ☆40Updated 5 months ago
• Jeffreylin0925 / MIMIC-III_ICU_Readmission_Analysis
  This is the source code for the paper 'Analysis and Prediction of Unplanned Intensive Care Unit Readmission'
  ☆31Updated 7 years ago
• sajaddarabi / TAPER-EHR
  Patient Code & Text Representation Learning
  ☆20Updated 2 years ago
• lindvalllab / clinicalXLNet
  Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation
  ☆50Updated 4 years ago
• zzzace2000 / mimic-preprocess
  MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"
  ☆19Updated 6 years ago
• ruoyu-chen / dl4ehr_papers
  Deep Learning for EHR papers
  ☆34Updated 6 years ago
• RezaSadeghiWSU / Early-Hospital-Mortality-Prediction-using-Vital-Signals
  The source code of "Early Hospital Mortality Prediction using Vital Signals"
  ☆34Updated 5 years ago
• thomasnguyen92 / MIMIC-IV-ICD-data-processing
  ☆42Updated 2 years ago