Alternatives and similar repositories for clinical-notes-diagnosis-dl-nlp

Users that are interested in clinical-notes-diagnosis-dl-nlp are comparing it to the libraries listed below

• clinicalml / embeddings
  Code for AMIA CRI 2016 paper "Learning Low-Dimensional Representations of Medical Concepts"
  ☆248Updated 4 years ago
• BarnesLab / Patient2Vec
  Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record
  ☆107Updated 6 years ago
• mp2893 / mime
  MiME Repository
  ☆105Updated 5 years ago
• Tony-Hao / Valx
  a Python tool to extract and structure numeric lab test comparison statements from text
  ☆22Updated last year
• trangptm / DeepCare
  A Deep Dynamic Memory Model for Predictive Medicine
  ☆70Updated 7 years ago
• NYUMedML / DeepEHR
  Chronic Disease Prediction Using Medical Notes
  ☆270Updated 5 years ago
• mp2893 / med2vec
  Repository for Med2Vec project
  ☆218Updated 7 years ago
• jamesmullenbach / caml-mimic
  multilabel classification of EHR notes
  ☆287Updated 4 years ago
• clinicalml / deepDiagnosis
  A torch package for learning diagnosis models from temporal patient data.
  ☆116Updated 7 years ago
• andrewwlong / mimic_bow
  Predict hospital readmission with discharge summaries
  ☆67Updated 7 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
• mp2893 / doctorai
  Repository for Doctor AI project
  ☆277Updated last year
• XiangruiCAI / mce
  Source code for Medical Concept Embedding with Time-Aware Embedding
  ☆22Updated 5 years ago
• gmichalo / UmlsBERT
  ☆98Updated 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
• lindvalllab / clinicalXLNet
  Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation
  ☆50Updated 3 years ago
• Optum / retain-keras
  Reimplementation of RETAIN Recurrent Neural Network in Keras
  ☆84Updated 2 years ago
• kexinhuang12345 / clinicalBERT
  ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission (CHIL 2020 Workshop)
  ☆421Updated 2 years ago
• ruoyu-chen / dl4ehr_papers
  Deep Learning for EHR papers
  ☆34Updated 5 years ago
• ncbi-nlp / BioWordVec
  ☆152Updated last year
• mp2893 / retain
  RETAIN: Interpretable Predictive Model in Healthcare using Reverse Time Attention Mechanism
  ☆217Updated 7 years ago
• umassbento / ehrbert
  A fine-tuned BERT using EHR notes.
  ☆14Updated 5 years ago
• yinchangchang / patient_similarity
  ☆33Updated 6 years ago
• clinicalml / HealthKnowledgeGraph
  Health knowledge graph for 157 diseases and 491 symptoms, learned from >270,000 patients' data
  ☆101Updated 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…
  ☆95Updated 3 weeks ago
• acadTags / Explainable-Automated-Medical-Coding
  Implementation and demo of explainable coding of clinical notes with Hierarchical Label-wise Attention Networks (HLAN)
  ☆61Updated 3 years ago
• danicaxiao / CONTENT
  Readmission Prediction via Deep Contextual Embedding of Clinical Concepts
  ☆18Updated 7 years ago
• ComputationalMedicineLab / patient2vec
  Embedding Complexity In the Data Representation Instead of In the Model (arXiv:1802.04233)
  ☆24Updated 7 years ago
• sirrice / icd9
  Python library for hierarchy of ICD9 Codes
  ☆105Updated 6 years ago
• EpistasisLab / ClinicalDataSources
  Open or Easy Access Clinical Data Sources for Biomedical Research
  ☆173Updated 8 years ago