Amir Feder
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Alignment of brain embeddings and artificial contextual embeddings in natural language points to common geometric patterns
Ariel Goldstein
Avigail Grinstein-Dabush
Haocheng Wang
Zhuoqiao Hong
Bobbi Aubrey
Samuel A. Nastase
Zaid Zada
Eric Ham
Harshvardhan Gazula
Eliav Buchnik
Werner Doyle
Sasha Devore
Patricia Dugan
Roi Reichart
Daniel Friedman
Orrin Devinsky
Adeen Flinker
Uri Hasson
Nature Communications (2024)
LLMs Accelerate Annotation for Medical Information Extraction
Akshay Goel
Almog Gueta
Omry Gilon
Chang Liu
Xiaohong Hao
Bolous Jaber
Shashir Reddy
Rupesh Kartha
Jean Steiner
Machine Learning for Health (ML4H), PMLR (2023)
Section Classification in Clinical Notes with Multi-task Transformers
Ayelet Benjamini
Fan Zhang
LOUHI 2022: The 13th International Workshop on Health Text Mining and Information Analysis (2022)
Shared computational principles for language processing in humans and deep language models
Ariel Goldstein
Zaid Zada
Eliav Buchnik
Amy Price
Bobbi Aubrey
Samuel A. Nastase
Harshvardhan Gazula
Gina Choe
Aditi Rao
Catherine Kim
Colton Casto
Lora Fanda
Werner Doyle
Daniel Friedman
Patricia Dugan
Lucia Melloni
Roi Reichart
Sasha Devore
Adeen Flinker
Liat Hasenfratz
Omer Levy,
Kenneth A. Norman
Orrin Devinsky
Uri Hasson
Nature Neuroscience (2022)
Building a Clinically-Focused Problem List From Medical Notes
Ayelet Benjamini
Birju Patel
Cathy Cheung
Liwen Xu
Peter Clardy
Rachana Fellinger
LOUHI 2022: The 13th International Workshop on Health Text Mining and Information Analysis (2022)
Useful Confidence Measures: Beyond the Max Score
NeurIPS 2022 Workshop on Distribution Shifts (DistShift) (2022) (to appear)
Structured Understanding of Assessment and Plans in Clinical Documentation
Doron Yaya-Stupp
Ronnie Barequet
I-Ching Lee
Eyal Oren
Ayelet Benjamini
Eran Ofek
Alvin Rajkomar
medRxiv (2022)
Learning and Evaluating a Differentially Private Pre-trained Language Model
Shlomo Hoory
Avichai Tendler
Ayelet Benjamini
Findings of the Association for Computational Linguistics: EMNLP 2021, Association for Computational Linguistics, Punta Cana, Dominican Republic, pp. 1178-1189
Active Deep Learning to Detect Demographic Traits in Free-Form Clinical Notes
Danny Vainstein
Roni Rosenfeld
Tzvika Hartman
Journal of Biomedical Informatics (2020)
