Nigam H. Shah
4 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (14)
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Mega-Team Β· Squad
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Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI
(2)
Learning Types Β· Machine Learning
(2)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Learning Types Β· Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
electronic health record
(2)
natural language generation
(1)
instruction following
(1)
maximum likelihood
(1)
survival analysis
(1)
deep neural network
(1)
variational autoencoder
(1)
group fairness
(1)
probabilistic forecasting
(1)
survival prediction
(1)
counterfactual fairness
(1)
scoring rule
(1)
equalized odd
(1)
multimodal foundation model
(1)
large language model
(1)
clinical risk prediction
(1)
business process management
(1)
evaluation harness
(1)
causal inference
(1)
workflow documentation
(1)
Papers
MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records
AAAI 2024
WONDERBREAD: A Benchmark for Evaluating Multimodal Foundation Models on Business Process Management Tasks
NeurIPS 2024
Countdown Regression: Sharp and Calibrated Survival Predictions
UAI 2019
Counterfactual Reasoning for Fair Clinical Risk Prediction
MLHC 2019