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L

Lena Mamykina

Columbia University

34H指数
156论文数
5.5K被引数
收录论文 27
发表时间
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Divergent impacts of explainable AI for dermatological diagnosis on clinicians versus lay people可解释人工智能在皮肤病学诊断中对临床医生与普通人的差异化影响
errNature Medicine
IF50
err2026-08-04
err0
errOAAI
errXuhai ‘Orson’ Xu; Haoyu Hu; Haoran Zhang; Will Ke Wang; Reina Wang; Luis R. Soenksen; Omar Badri; Sheharbano Jafry; Elise Burger; Lotanna Nwandu; Apoorva Mehta; Erik P. Duhaime; Asif Qasim; Hause Lin; Janis Karleen Pereira; Jonathan Hershon; Paulius Mui; Alejandro A. Gru; Noémie Elhadad; Lena Mamykina; Matthew Groh; Philipp Tschandl; Roxana Daneshjou; Marzyeh Ghassemi
err分享
err收藏
Exploring approaches to computational representation and classification of user-generated meal logs探索用户生成餐食日志的计算表示与分类方法
errJournal of the American Medical Informatics Association
IF4.6
err2026-03-14
err0
PREAI
errGuanlan Hu, PhD; Adit Anand, MA; Pooja M Desai, PhD; Iñigo Urteaga, PhD; Lena Mamykina, PhD
err分享
err收藏
Editors' Introduction to the Issue, March 20262026年3月本期主编导言
errProceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies-IMWUT
IF4.5
err2026-03-01
err0
PREAI
errPloetz, Thomas; Mamykina, Lena; Barnes, Laura; Clinch, Sarah; Delmastro, Franca; Lee, Uichin; Sample, Alanson; Sigg, Stephan; Thomaz, Edison; Van Laerhoven, Kristof; Weibel, Nadir; Xu, Chenren; Zhang, Fusang
err分享
err收藏
Impact of clinical trial virtualization on recruitment in underserved communities for a type 2 diabetes mHealth intervention虚拟临床试验对2型糖尿病mHealth干预措施在服务不足社区中的招募影响
errContemporary Clinical Trials
IF1.9
err2026-02-01
err0
PREAI
errCampbell, Elizabeth; Cassells, Andrea; Lin, T. J.; Lainez, Jacqeline Cortez; Smaldone, Arlene; Desai, Pooja; Jia, Haomiao; Hripcsak, George; Tobin, Jonathan; Mamykina, Lena
err分享
err收藏
Editors' Introduction to the Issue, September 20262026年9月号专题编者按
errProceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies-IMWUT
IF4.5
err2026-01-01
err0
PREAI
errThomas Ploetz; Lena Mamykina; Varun Mishra; Laura E. Barnes; Sarah Clinch; Franca Delmastro; Uichin Lee; Alanson P. Sample; Stephan Sigg; Edison Thomaz; Kristof Van Laerhoven; Nadir Weibel; Chenren Xu; Fusang Zhang
err分享
err收藏
Informing the Design of Individualized Self-Management Regimens from the Human; Data; and Machine Learning Perspectives从人类、数据和机器学习视角指导个性化自我管理方案的设计
errACM Transactions on Computer-Human Interaction
IF6.6
err2025-08-19
err0
errOAAI
errAdrienne Pichon; Iñigo Urteaga; Lena Mamykina; Noémie Elhadad
err分享
err收藏
Who needs what (features) when? Personalizing engagement with data-driven self-management to improve health equity
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2023-08-01
err7
errOAAI
errBurgermaster, Marissa; Desai, Pooja M.; Heitkemper, Elizabeth M.; Juul, Filippa; Mitchell, Elliot G.; Turchioe, Meghan; Albers, David J.; Levine, Matthew E.; Larson, Dagny; Mamykina, Lena
err分享
err收藏
Design and Evaluation Challenges of Conversational Agents in Health Care and Well-being: Selective Review Study
errJOURNAL OF MEDICAL INTERNET RESEARCH
IF6
err2022-11-15
err20
errOAAI
errKocaballi, Ahmet Baki; Sezgin, Emre; Clark, Leigh; Carroll, John M.; Huang, Yungui; Huh-Yoo, Jina; Kim, Junhan; Kocielnik, Rafal; Lee, Yi-Chieh; Mamykina, Lena; Mitchell, Elliot G.; Moore, Robert J.; Murali, Prasanth; Mynatt, Elizabeth D.; Park, Sun Young; Pasta, Alessandro; Richards, Deborah; Silva, Lucas M.; Smriti, Diva; Spillane, Brendan; Zhang, Zhan; Zubatiy, Tamara
err分享
err收藏
Enabling personalized decision support with patient-generated data and attributable components
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2021-01-01
err6
errOAAI
errMitchell, Elliot G.; Tabak, Esteban G.; Levine, Matthew E.; Mamykina, Lena; Albers, David J.
err分享
err收藏
Adapting the stage-based model of personal informatics for low-resource communities in the context of type 2 diabetes
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2020-10-01
err7
errOAAI
errTurchioe, Meghan Reading; Burgermaster, Marissa; Mitchell, Elliot G.; Desai, Pooja M.; Mamykina, Lena
err分享
err收藏
A new approach to integrating patient-generated data with expert knowledge for personalized goal setting: A pilot study
errINTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
IF4.1
err2020-07-01
err14
errOAAI
errBurgermaster, Marissa; Son, Jung H.; Davidson, Patricia G.; Smaldone, Arlene M.; Kuperman, Gilad; Feller, Daniel J.; Burt, Katherine Gardner; Levine, Matthew E.; Albers, David J.; Weng, Chunhua; Mamykina, Lena
err分享
err收藏
An investigation of the information technology needs associated with delivering chronic disease care to large clinical populations
errINTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
IF4.1
err2020-05-01
err3
PREAI
errFeller, Daniel J.; Lor, Maichou; Zucker, Jason; Yin, Michael T.; Olender, Susan; Ferris, David C.; Elhadad, Noemie; Mamykina, Lena
err分享
err收藏
Designing for engagement with self-monitoring: A user-centered approach with low-income, Latino adults with Type 2 Diabetes
errINTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
IF4.1
err2019-10-01
err12
errOAAI
errTurchioe, Meghan Reading; Heitkemper, Elizabeth M.; Lor, Maichou; Burgermaster, Marissa; Mamykina, Lena
err分享
err收藏
Data-driven modeling and prediction of blood glucose dynamics: Machine learning applications in type 1 diabetes血糖动力学的数据驱动建模和预测: 机器学习在1型糖尿病中的应用
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2019-07-01
err175
errOAAI
errWoldaregay, Ashenafi Zebene; Arsand, Eirik; Walderhaug, Stale; Albers, David; Mamykina, Lena; Botsis, Taxiarchis; Hartvigsen, Gunnar
err分享
err收藏
Leveling Up On the Potential of Upstream Health Informatics Interventions to Enhance Health Equity
errMEDICAL CARE
IF2.8
err2019-06-01
err49
errOAAI
errVeinot, Tiffany C.; Ancker, Jessica S.; Cole-Lewis, Heather; Mynatt, Elizabeth D.; Parker, Andrea G.; Siek, Katie A.; Mamykina, Lena
err分享
err收藏
Data-Driven Blood Glucose Pattern Classification and Anomalies Detection: Machine-Learning Applications in Type 1 Diabetes数据驱动的血糖模式分类和异常检测: 机器学习在1型糖尿病中的应用
errJOURNAL OF MEDICAL INTERNET RESEARCH
IF6
err2019-05-01
err96
errOAAI
errWoldaregay, Ashenafi Zebene; Arsand, Eirik; Botsis, Taxiarchis; Albers, David; Mamykina, Lena; Hartvigsen, Gunnar
err分享
err收藏
The use of social media in nutrition interventions for adolescents and young adults-A systematic review社交媒体在青少年和年轻人营养干预中的使用-系统综述
errINTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
IF4.1
err2018-12-01
err150
errOAAI
errChau, Michelle M.; Burgermaster, Marissa; Mamykina, Lena
err分享
err收藏
Behavior change is not one size fits all: psychosocial phenotypes of childhood obesity prevention intervention participants
errTRANSLATIONAL BEHAVIORAL MEDICINE
IF3
err2018-01-17
err21
errOAAI
errBurgermaster, Marissa; Contento, Isobel; Koch, Pamela; Mamykina, Lena
err分享
err收藏
Personal discovery in diabetes self-management: Discovering cause and effect using self-monitoring
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2017-12-01
err45
errOAAI
errMamykina, Lena; Heitkemper, Elizabeth M.; Smaldone, Arlene M.; Kukafka, Rita; Cole-Lewis, Heather J.; Davidson, Patricia G.; Mynatt, Elizabeth D.; Cassells, Andrea; Tobin, Jonathan N.; Hripcsak, George
err分享
err收藏
Impact of an electronic handoff documentation tool on team shared mental models in pediatric critical care
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2017-05-01
err17
errOAAI
errJiang, Silis Y.; Murphy, Alexandrea; Heitkemper, Elizabeth M.; Hum, R. Stanley; Kaufman, David R.; Mamykina, Lena
err分享
err收藏

研究方向

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合作学者
合作期刊
J
John M. Carroll
H 指数: 88 · 论文数: 1.5K
G
George Hripcsak
H 指数: 83 · 论文数: 771
S
Suzanne Bakken
H 指数: 65 · 论文数: 566
C
Chunhua Weng
H 指数: 56 · 论文数: 551
E
Elizabeth D. Mynatt
H 指数: 56 · 论文数: 307
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