lsy3 / clinical-notes-diagnosis-dl-nlp

Related projects: ⓘ

• clinicalml / embeddings
  Code for AMIA CRI 2016 paper "Learning Low-Dimensional Representations of Medical Concepts"
  ☆244Updated 4 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 6 years ago
• andrewwlong / mimic_bow
  Predict hospital readmission with discharge summaries
  ☆66Updated 6 years ago
• BarnesLab / Patient2Vec
  Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record
  ☆103Updated 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
• XiangruiCAI / mce
  Source code for Medical Concept Embedding with Time-Aware Embedding
  ☆20Updated 5 years ago
• mp2893 / med2vec
  Repository for Med2Vec project
  ☆220Updated 6 years ago
• clinicalml / HealthKnowledgeGraph
  Health knowledge graph for 157 diseases and 491 symptoms, learned from >270,000 patients' data
  ☆94Updated 3 years ago
• text-machine-lab / CliNER
  Clinical Named Entity Recognition system (CliNER) is an open-source natural language processing system for named entity recognition in cl…
  ☆234Updated 4 years ago
• ComputationalMedicineLab / patient2vec
  Embedding Complexity In the Data Representation Instead of In the Model (arXiv:1802.04233)
  ☆24Updated 6 years ago
• mp2893 / mime
  MiME Repository
  ☆105Updated 4 years ago
• NYUMedML / DeepEHR
  Chronic Disease Prediction Using Medical Notes
  ☆263Updated 4 years ago
• trunghlt / AdverseDrugReaction
  ☆33Updated 7 years ago
• umassbento / ehrbert
  A fine-tuned BERT using EHR notes.
  ☆14Updated 5 years ago
• CogStack / CogStack-SemEHR
  Surfacing Semantic Data from Clinical Notes in Electronic Health Records for Tailored Care, Trial Recruitment and Clinical Research
  ☆88Updated last year
• Tian312 / EliIE
  An information extraction system for free-text eligibility criteria
  ☆36Updated 5 years ago
• ncbi-nlp / NegBio
  High-performance tool for negation and uncertainty detection in radiology reports
  ☆155Updated last year
• YaronBlinder / MIMIC-III_readmission
  Predicting 30-day ICU readmissions from the MIMIC-III database
  ☆81Updated 6 years ago
• jamesmullenbach / caml-mimic
  multilabel classification of EHR notes
  ☆271Updated 4 years ago
• AnthonyMRios / pymetamap
  Python wraper for MetaMap
  ☆170Updated 4 years ago
• nyumc-dl / BMSC-GA-4493-Spring2019
  BMSC-GA 4493 Deep Learning in Medicine - Spring 2019
  ☆15Updated 5 years ago
• clinicalml / deepDiagnosis
  A torch package for learning diagnosis models from temporal patient data.
  ☆112Updated 7 years ago
• anantzoid / Medical-Diagnosis-Learning
  Learning from Discharge Summaries to extract mentioned diagnoses using Hierarchical Attention Model
  ☆34Updated 6 years ago
• sirrice / icd9
  Python library for hierarchy of ICD9 Codes
  ☆101Updated 5 years ago
• gmichalo / UmlsBERT
  ☆94Updated 2 years ago
• Yuqi92 / deep-patient-representation-mimiciii-multitask
  Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction
  ☆31Updated 5 years ago
• andrewwlong / odsc_workshop
  Clinical NLP workshop for ODSC
  ☆39Updated 4 years ago
• ruoyu-chen / dl4ehr_papers
  Deep Learning for EHR papers
  ☆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)
  ☆58Updated 2 years ago