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
  ☆64Updated 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
• ZhiGroup / pytorch_ehr
  source codes based on PyTorch to analyze EHR
  ☆147Updated last year
• nwams / ClinicalBERT-Deep-Learning--Predicting-Hospital-Readmission-Using-Transformer
  Blog post on Medium
  ☆50Updated 3 years ago
• kaggarwal / ClinicalNotesICU
  ☆28Updated 5 years ago
• tanlab / ConvolutionMedicalNer
  ☆12Updated 3 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
• zzzace2000 / mimic-preprocess
  MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"
  ☆19Updated 6 years ago
• jacobdeasy / flexible-ehr
  Time-Sensitive Deep Learning for ICU Outcome Prediction Without Variable Selection or Cleaning.
  ☆19Updated 5 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
• BarnesLab / Patient2Vec
  Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record
  ☆107Updated 6 years ago
• ZhiGroup / Med-BERT
  Med-BERT, contextualized embedding model for structured EHR data
  ☆307Updated last year
• zliendo / AI_MedicalNotes
  Automatic classification of medical patient discharge notes into standard disease labels, using deep learning models
  ☆30Updated 6 years ago
• yinchangchang / patient_similarity
  ☆34Updated 6 years ago
• emnlp-mimic / mimic
  ☆22Updated 3 years ago
• sajaddarabi / TAPER-EHR
  Patient Code & Text Representation Learning
  ☆20Updated 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…
  ☆97Updated 4 months ago
• acadTags / Rare-disease-identification
  Rare disease identification from free-text clinical notes with ontologies and weak supervision
  ☆32Updated 2 years ago
• johntiger1 / multimodal_fairness
  Code for "Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP"
  ☆13Updated 2 years ago
• yinchangchang / DII-Challenge
  ☆11Updated 5 years ago
• mit-caml / event-cui-transfer
  Corresponding code for experiments described in "Predicting Clinical Outcomes Across Changing Electronic Health Records." Presented at KD…
  ☆11Updated 8 years ago
• deepmedicine / BEHRT
  Code for BEHRT: Transformer for Electronic Health Records
  ☆116Updated 2 years ago
• landiisotta / convae_architecture
  ☆41Updated 3 years ago
• jamesmullenbach / caml-mimic
  multilabel classification of EHR notes
  ☆292Updated 5 years ago
• asjad99 / MIMIC_RL_COACH
  Clinical decision support - reinforcement learning agent for sepsis treatment in intensive care
  ☆38Updated last year
• suamin / ICD-BERT
  ICD-BERT: Multi-label Classification of ICD-10 Codes with BERT (CLEF 2019)
  ☆77Updated 2 years ago
• thomasnguyen92 / MIMIC-IV-ICD-data-processing
  ☆42Updated 2 years ago
• bvanaken / clinical-outcome-prediction
  Code for the EACL 2021 Paper: Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration
  ☆96Updated last year
• williamcaicedo / ISeeU
  ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU
  ☆28Updated 4 years ago
• Jeffreylin0925 / MIMIC-III_ICU_Readmission_Analysis
  This is the source code for the paper 'Analysis and Prediction of Unplanned Intensive Care Unit Readmission'
  ☆32Updated 7 years ago