Brian Litt

3 papers · 2006–2022 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (12) 🌍 Conference Polyglot · Bronze

🧭 Keyword Pioneer 📈 Trend Setter 🚀 Conference Pioneer 🌈 Renaissance Researcher (5)

Venues

ACL (1) ICML (1) JMLR (1)

Top co-authors

Abba M. Krieger (1) George Vachtsevanos (1) Drausin Wulsin (1) Andrew B. Gardner (1) Emily Fox (1) Dan Roth (1) Kevin Xie (1) Colin A. Ellis (1)

Research topics

Healthcare & Medicine (2) Machine Learning (2) Clinical (2) Computer Vision (1) Data Science & Analytics (1) Deep Learning (1) Natural Language Processing (1) Applications (1) Core Methods (1) Domain-Specific (1) Generation (1) Learning Types (1) Methods (1) Optimization & Theory (1)

Keywords

bayesian nonparametrics (1) named entity recognition (1) clinical text mining (1) text summarization (1) time series classification (1) time series (1) novelty detection (1) markov switching (1) support vector machine (1) gaussian graphical model (1) electronic health record (1) intracranial eeg (1) hypothesis test (1) one-class classification (1) seizure detection (1) seizure frequency (1) transformer model (1) clinical outcome (1) epilepsy detection (1) clinical outcome measure (1)

Papers

Quantifying Clinical Outcome Measures in Patients with Epilepsy Using the Electronic Health Record ACL 2022 Parsing epileptic events using a Markov switching process model for correlated time series ICML 2013 One-Class Novelty Detection for Seizure Analysis from Intracranial EEG JMLR 2006