Michael R. Pinsky

4 papers · 2015–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

MLHC (2) AAAI (1) CVPR (1)

Top co-authors

Artur Dubrawski (4) Hernando Gómez (2) Xinyu Li (2) Chirag Nagpal (1) Brian Kunzer (1) Chao Liu (1) Gilles Clermont (1) Francis X. Guyette (1) Brian Zuckerbraun (1) Ryan Schuerkamp (1)

Research topics

Machine Learning (4) Artificial Intelligence (3) Healthcare & Medicine (2) Application Areas (2) Clinical (2) Core AI (2) Core Methods (2) Computer Vision (1) Data Science & Analytics (1) Applications (1) Bayesian & Probabilistic (1) Domain-Specific (1) Learning Paradigms (1) Learning Types (1)

Keywords

federated learning (1) transfer learning (1) domain adaptation (1) medical imaging (1) time series classification (1) video analysis (1) generative model (1) personalized medicine (1) classifier selection (1) critical care (1) medical ai (1) vital sign monitoring (1) vessel extraction (1) fluid resuscitation (1) hemorrhage assessment (1) sepsis prediction (1) blood flow analysis (1) microvascular blood flow (1) clinical collaboration (1) hemorrhage detection (1)

Papers

Adapting Animal Models to Assess Sufficiency of Fluid Resuscitation in Humans (Student Abstract) AAAI 2024 Understanding Clinical Collaborations Through Federated Classifier Selection MLHC 2021 Dynamically Personalized Detection of Hemorrhage MLHC 2019 Real-Time Visual Analysis of Microvascular Blood Flow for Critical Care CVPR 2015