Erik Mayer

2 papers · 2022–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

EMNLP (1) MLHC (1)

Top co-authors

Mauricio Barahona (2) Asem Alaa (1) Sneha Jha (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Machine Learning (2) Core AI (2) Core Methods (2) Computer Vision (1) Healthcare & Medicine (1) Clinical (1) Domain-Specific (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Models (1)

Keywords

representation learning (1) multi-task learning (1) medical imaging (1) multimodal learning (1) clinical prediction (1) disease progression (1) neural ordinary differential equation (1) unstructured data (1) multimodal fusion (1) structured data (1) information fusion (1) early fusion (1) patient trajectory (1) clinical data (1) risk trajectory (1) survival regression (1) clinical embedding (1)

Papers

ICE-NODE: Integration of Clinical Embeddings with Neural Ordinary Differential Equations MLHC 2022 Improving information fusion on multimodal clinical data in classification settings EMNLP 2022