Jens-Michalis Papaioannou
4 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
Venues
Top co-authors
Research topics
Machine Learning
(3)
Core Methods
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications · Data Science & Analytics
(1)
Applications · Natural Language Processing
(1)
Clinical
(1)
Learning Paradigms
(1)
Keywords
clinical text
(3)
clinical outcome prediction
(3)
text classification
(1)
self-supervised learning
(1)
text representation
(1)
language model
(1)
interpretable model
(1)
electronic health record
(1)
transformer encoder
(1)
data drift
(1)
prototypical network
(1)
knowledge integration
(1)
label-wise attention
(1)
diagnosis prediction
(1)
diagnostic prediction
(1)
icd code
(1)
patient routing
(1)
domain generalization
(1)
length of stay prediction
(1)
transfer learning
(1)
Papers
Data Drift in Clinical Outcome Prediction from Admission Notes
COLING 2024
Revisiting Clinical Outcome Prediction for MIMIC-IV
NAACL 2024
This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text
AACL 2022
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration
EACL 2021