jingsongs / EHR2Vec

Related projects ⓘ

Alternatives and complementary repositories for EHR2Vec

• danicaxiao / CONTENT
  Readmission Prediction via Deep Contextual Embedding of Clinical Concepts
  ☆18Updated 6 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…
  ☆86Updated 5 months 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
• ComputationalMedicineLab / patient2vec
  Embedding Complexity In the Data Representation Instead of In the Model (arXiv:1802.04233)
  ☆24Updated 6 years ago
• sajaddarabi / TAPER-EHR
  Patient Code & Text Representation Learning
  ☆20Updated last year
• som-shahlab / ehr-rwe
  Weak supervision methods for extracting real world evidence from EHRs
  ☆33Updated 4 years ago
• yinchangchang / patient_similarity
  ☆32Updated 5 years ago
• clinicalml / omop-learn
  Python package for machine learning for healthcare using a OMOP common data model
  ☆104Updated last year
• gmichalo / UmlsBERT
  ☆95Updated 2 years ago
• asappresearch / clip
  ☆27Updated 3 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
• nwams / ClinicalBERT-Deep-Learning--Predicting-Hospital-Readmission-Using-Transformer
  Blog post on Medium
  ☆44Updated 2 years ago
• CogStack / MedCATtrainer
  A simple interface to inspect, improve and add concepts to biomedical NER+L -> MedCAT.
  ☆72Updated last week
• MIT-LCP / mimic-omop
  Mapping the MIMIC-III database to the OMOP schema
  ☆128Updated 8 months ago
• mp2893 / mime
  MiME Repository
  ☆105Updated 5 years ago
• lindvalllab / clinicalXLNet
  Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation
  ☆46Updated 3 years ago
• som-shahlab / trove
  Weakly supervised medical named entity classification
  ☆70Updated last year
• simonlevine / clinical-longformer
  ☆38Updated 2 years ago
• ZhiGroup / pytorch_ehr
  source codes based on PyTorch to analyze EHR
  ☆129Updated 9 months ago
• acadTags / Rare-disease-identification
  Rare disease identification from free-text clinical notes with ontologies and weak supervision
  ☆26Updated last year
• EpistasisLab / MIMIC_trajectories
  ☆30Updated 7 years ago
• Melbourne-BMDS / mimic34md2020_materials
  ☆21Updated last year
• MIT-LCP / bloatectomy
  A python package for removing duplicate text in clinical notes or other documents
  ☆34Updated 4 years ago
• landiisotta / convae_architecture
  ☆38Updated 2 years ago
• emnlp-mimic / mimic
  ☆22Updated 2 years ago
• XiangruiCAI / mce
  Source code for Medical Concept Embedding with Time-Aware Embedding
  ☆20Updated 5 years ago
• jshang123 / G-Bert
  Pre-training of Graph Augmented Transformers for Medication Recommendation
  ☆117Updated 5 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'
  ☆31Updated 6 years ago
• mostafaalishahi / eICU_Benchmark
  ☆36Updated 2 years ago
• uf-hobi-informatics-lab / ClinicalTransformerNER
  a library for named entity recognition developed by UF HOBI NLP lab featuring SOTA algorithms
  ☆144Updated last year