Alternatives and similar repositories for icd_prediction:

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

• 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
• 3778 / icd-prediction-mimic
  Predicting ICD Codes from Clinical Notes
  ☆55Updated 4 years ago
• nwams / ClinicalBERT-Deep-Learning--Predicting-Hospital-Readmission-Using-Transformer
  Blog post on Medium
  ☆45Updated 2 years ago
• suamin / ICD-BERT
  ICD-BERT: Multi-label Classification of ICD-10 Codes with BERT (CLEF 2019)
  ☆73Updated last year
• XiangruiCAI / mce
  Source code for Medical Concept Embedding with Time-Aware Embedding
  ☆21Updated 5 years ago
• emnlp-mimic / mimic
  ☆22Updated 3 years ago
• tanlab / ConvolutionMedicalNer
  ☆12Updated 2 years ago
• acadTags / Rare-disease-identification
  Rare disease identification from free-text clinical notes with ontologies and weak supervision
  ☆28Updated last year
• Jeffreylin0925 / MIMIC-III_ICU_Readmission_Analysis
  This is the source code for the paper 'Analysis and Prediction of Unplanned Intensive Care Unit Readmission'
  ☆31Updated 6 years ago
• yinchangchang / patient_similarity
  ☆33Updated 5 years ago
• acadTags / Explainable-Automated-Medical-Coding
  Implementation and demo of explainable coding of clinical notes with Hierarchical Label-wise Attention Networks (HLAN)
  ☆58Updated 2 years ago
• SpiroGanas / MIMIC3py
  A Python library to load and analyze the MIMIC III Critical Care Database
  ☆28Updated 2 years ago
• ZhiGroup / pytorch_ehr
  source codes based on PyTorch to analyze EHR
  ☆132Updated 11 months ago
• jshang123 / G-Bert
  Pre-training of Graph Augmented Transformers for Medication Recommendation
  ☆121Updated 5 years ago
• danicaxiao / CONTENT
  Readmission Prediction via Deep Contextual Embedding of Clinical Concepts
  ☆18Updated 7 years ago
• kaggarwal / ClinicalNotesICU
  ☆24Updated 5 years ago
• bvanaken / clinical-outcome-prediction
  Code for the EACL 2021 Paper: Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration
  ☆89Updated 5 months ago
• GanjinZero / ICD-MSMN
  Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding [ACL 2022]
  ☆52Updated 2 years ago
• ruoyu-chen / dl4ehr_papers
  Deep Learning for EHR papers
  ☆34Updated 5 years ago
• zliendo / AI_MedicalNotes
  Automatic classification of medical patient discharge notes into standard disease labels, using deep learning models
  ☆30Updated 5 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…
  ☆91Updated 7 months ago
• BarnesLab / Patient2Vec
  Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record
  ☆106Updated 6 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 7 years ago
• apakbin / ICU72hReadmissionMIMICIII
  Prediction of ICU Readmissions Using Data at Patient Discharge using MIMICIII Database
  ☆26Updated 3 years ago
• anantzoid / Medical-Diagnosis-Learning
  Learning from Discharge Summaries to extract mentioned diagnoses using Hierarchical Attention Model
  ☆34Updated 7 years ago
• sajaddarabi / TAPER-EHR
  Patient Code & Text Representation Learning
  ☆20Updated last year
• deepmedicine / BEHRT
  Code for BEHRT: Transformer for Electronic Health Records
  ☆108Updated last year
• zzzace2000 / mimic-preprocess
  MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"
  ☆18Updated 5 years ago
• GanjinZero / CODER
  CODER: Knowledge infused cross-lingual medical term embedding for term normalization. [JBI, ACL-BioNLP 2022]
  ☆78Updated 2 years ago
• aehrc / LAAT
  A Label Attention Model for ICD Coding from Clinical Text
  ☆68Updated 2 years ago