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Lena Mamykina

Associate Professor

Columbia University

United States

Research Interests

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Professors in United States

Articles (14)

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2026

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2026

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2026

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2025

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2025

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2025

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2023

Collaborators (19)

Patricia Davidson

Professor

West Chester University

UNITED STATES

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Franca Delmastro

Senior researcher

Consiglio Nazionale delle Ricerche

ITALY

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Natalie Benda

Assistant Professor of Health Informatics

Columbia University

UNITED STATES

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Dagny Larson

Assistant Professor

University of the Incarnate Word

UNITED STATES

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Melike Sirlanci

Assistant Professor/Dr

University of Colorado Anschutz Medical Campus

UNITED STATES

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Jonathan Tobin

Senior Epidemiologist, Adjunct Professor & Co-Director, Community-Engaged Research

Rockefeller University

UNITED STATES

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Laura E. Barnes

University of Virginia

UNITED STATES

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Alanson Sample

Associate Professor

University of Michigan

UNITED STATES

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Kristof Van Laerhoven

Professor

University of Siegen

GERMANY

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Rita Kukafka

Columbia University Irving Medical Center

UNITED STATES

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Edison Thomaz

Associate Professor

University of Texas at Austin

UNITED STATES

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Haomiao Jia

Professor

Columbia University

UNITED STATES

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George Hripcsak

Columbia University Irving Medical Center

UNITED STATES

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Stephan Sigg

Assistant Professor

Aalto University

FINLAND

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Matthew Levine

Broad Institute

UNITED STATES

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Elizabeth Heitkemper

University of Texas at Austin

UNITED STATES

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Filippa Juul

Assistant Professor

SUNY Downstate Health Sciences University

UNITED STATES

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David Albers

Associate Professor

Columbia University

UNITED STATES

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Xuhai Xu

Assistant Professor

Columbia University

UNITED STATES

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Lena Mamykina

Research Interests

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Articles (14)

Editors' Introduction to the Issue, September 2026

Editors' Introduction to the Issue, June 2026

Editors' Introduction to the Issue, March 2026

A multiobjective optimization approach to data assimilation for complex biological systems with sparse data

Promoting Problem-Solving Among Low-Income Adults With Type 2 Diabetes: Cluster-Randomized Controlled Trial of a Mobile Health Intervention With SMS Text Messaging (Mobile Diabetes Detective)

More than Decision Support: Exploring Patients' Longitudinal Usage of Large Language Models in Real-World Healthcare-Seeking Journeys

Betrayal!: Contending with Misalignments in Temporal Health Status Representations with Self-Tracked Data

Exploring approaches to computational representation and classification of user-generated meal logs

Something Similar: Exploring the Usefulness of an On-the-Spot Meal Recommendation System for Health Goal Attainment

T2 Coach: A Qualitative Study of an Automated Health Coach for Diabetes Self-Management

Informing the Design of Individualized Self-Management Regimens from the Human, Data, and Machine Learning Perspectives

MedAI-SciTS: Enhancing Interdisciplinary Collaboration between AI Researchers and Medical Experts

The Voice of Endo: Leveraging Speech for an Intelligent System That Can Forecast Illness Flare-ups

Who needs what (features) when? Personalizing engagement with data-driven self-management to improve health equity

Collaborators (19)

Patricia Davidson

Franca Delmastro

Natalie Benda

Dagny Larson

Melike Sirlanci

Jonathan Tobin

Laura E. Barnes

Alanson Sample

Kristof Van Laerhoven

Rita Kukafka

Edison Thomaz

Haomiao Jia

George Hripcsak

Stephan Sigg

Matthew Levine

Elizabeth Heitkemper

Filippa Juul

David Albers

Xuhai Xu

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