RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism

Edward Choi, Mohammad Taha Bahadori, Jimeng Sun, Joshua Kulas, Andy Schuetz, Walter Stewart

Nov-21-2025, 04:58:26 GMT–Neural Information Processing Systems

Accuracy and interpretability are two dominant features of successful predictive models.

data mining, machine learning, natural language, (20 more...)

Neural Information Processing Systems

Nov-21-2025, 04:58:26 GMT

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Country:
- Europe > Spain
  - Catalonia > Barcelona Province > Barcelona (0.04)
- North America > Canada
  - Quebec > Montreal (0.04)

Genre:
- Research Report (0.48)

Industry:
- Health & Medicine
  - Health Care Technology > Medical Record (0.69)
  - Therapeutic Area (1.00)

Technology:
- Information Technology
  - Artificial Intelligence
    - Machine Learning
      - Neural Networks > Deep Learning (0.69)
      - Statistical Learning (0.95)
    - Natural Language (1.00)
    - Representation & Reasoning (0.93)
  - Data Science > Data Mining (1.00)

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RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism Edward Choi ⇤, Mohammad Taha Bahadori ⇤, Joshua A. Kulas ⇤
RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism

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