Matthew P. Buman - Publications, H-index & Citations

Matthew P. Buman

Arizona State University

59H指数

315论文数

2.2W被引数

收录论文 112

发表时间

Topological feature guided knowledge distillation for improved wearable sensor data analysis 拓扑特征引导的知识蒸馏以改进可穿戴传感器数据分析

Neurocomputing

IF6.5

2026-03-09

PREAI

Jun Soo Kim; Jae Chan Jeong; Matthew P. Buman; Pavan Turaga; Eun Som Jeon

Image Representation-Driven Knowledge Distillation for Improved Time-Series Interpretation on Wearable Sensor Data 图像表示驱动的知识蒸馏，以提升可穿戴传感器数据的时间序列解释能力

Sensors

IF3.5

2026-03-03

OAAI

Jae Chan Jeong; Matthew P. Buman; Pavan Turaga; Eun Som Jeon

Rethinking participation: design studios for health as a scalable co-design framework for health equity 重新思考参与：以健康设计工作室作为一种可扩展的、促进健康公平的协同设计框架

Frontiers in Public Health

IF3.4

2026-01-05

OAAI

Maissa Khatib; Rushabh Shah; Ehiremen Azugbene; Matthew Paul Buman

Reporting of Accelerometry in Health Research: A Scoping Review of Current Guidance 加速度计在健康研究中的报告：当前指南的范围综述

Scandinavian Journal of Medicine & Science in Sports

IF3.8

2025-10-15

OAAI

Grace O. Dibben; Carlos Santillan; Soren Brage; Matthew Buman; Edward Duncan; Malcolm H. Granat; Melvyn Hillsdon; Anne Martin; Charles E. Matthews; Paul McCrorie; Rod S. Taylor; Tommi Vasankari; Charlie Foster

LLM-Powered Prediction of Hyperglycemia and Discovery of Behavioral Treatment Pathways from Wearables and Diet 基于LLM的血糖升高预测及从可穿戴设备和饮食中发现行为治疗路径

Sensors 2025, Vol. 25, Page 5372

IF3.5

2025-09-01

OAAI

Abdullah Mamun; Asiful Arefeen; Susan B. Racette; Dorothy D. Sears; Corrie M. Whisner; Matthew P. Buman; Hassan Ghasemzadeh

Sustained Impacts of Neighborhood Investment on Sleep Health in Black Americans: Results from a Natural Experiment 对黑人美国人睡眠健康持续影响的邻里投资研究：一项自然实验的结果

SLEEP

IF4.9

2025-05-19

PREAI

Troxel, Wendy; Haas, Ann; Ghosh-Dastidar, Bonnie; Rosso, Andrea; Hale, Lauren; Buman, Matthew; Dubowitz, Tamara

Contextual Predictors of Sleep Coaching Program Acceptability Among Fire Service Workers 消防服务人员中睡眠指导项目接受度的情境预测因素

SLEEP

IF4.9

2025-05-19

PREAI

Lujan, Matthew; Huang, Siyuan; Miller, Hannah; Epstein, Dana; Buman, Matthew; Taylor, Daniel; Grandner, Michael; Bedrick, Edward; Glickenstein, David; Haynes, Patricia

Sustained impacts of neighborhood investments on sleep health over a 5-year period: Insights from a natural experiment in two urban neighborhoods in the United States 5年期间邻里投资对睡眠健康的持续影响：来自美国两个城市邻里自然实验的见解

Sleep Health

IF3.4

2025-04-21

OAAI

Wendy M. Troxel; Ann Haas; Bonnie Ghosh-Dastidar; Andrea L. Rosso; Lauren Hale; Matthew P. Buman; Tamara Dubowitz

Role of Mixup in Topological Persistence-Based Knowledge Distillation for Wearable Sensor Data

IEEE SENSORS JOURNAL

IF4.5

2025-02-01

OAAI

Jeon, Eun Som; Choi, Hongjun; Buman, Matthew P.; Turaga, Pavan

Robustness of topological persistence in knowledge distillation for wearable sensor data

EPJ DATA SCIENCE

IF2.5

2024-12-20

OAAI

Jeon, Eun Som; Choi, Hongjun; Shukla, Ankita; Wang, Yuan; Buman, Matthew P.; Lee, Hyunglae; Turaga, Pavan

Uncertainty-Aware Topological Persistence Guided Knowledge Distillation on Wearable Sensor Data

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-09-15

PREAI

Jeon, Eun Som; Buman, Matthew P.; Turaga, Pavan

Assessing the Pragmatic Nature of Mobile Health Interventions Promoting Physical Activity: Systematic Review and Meta-analysis

JMIR MHEALTH AND UHEALTH

IF6.2

2023-05-04

OAAI

Stecher, Chad; Pfisterer, Bjorn; Harden, Samantha M.; Epstein, Dana; Hirschmann, Jakob M.; Wunsch, Kathrin; Buman, Matthew P.

Does frequency or duration of standing breaks drive changes in glycemic response? A randomized crossover trial 站立休息的频率或持续时间是否会驱动血糖反应的变化？一项随机交叉试验

SCANDINAVIAN JOURNAL OF MEDICINE & SCIENCE IN SPORTS

IF3.8

2023-03-07

OAAI

Toledo, Meynard John L.; Ainsworth, Barbara E.; Gaesser, Glenn A.; Hooker, Steven P.; Pereira, Mark A.; Buman, Matthew P.

Intrinsic Motivation is Associated With Greater Physical Activity and Less Sedentary Behavior During Early Pregnancy

CIRCULATION

IF38.6

2023-02-28

PREAI

Brown, Susan D.; Kiernan, Michaela; Ehrlich, Samantha F.; Hedderson, Monique; Daredia, Saher; Millman, Andrea; Buman, Matthew P.; Bandera, Hillary Serrato; Quesenberry, Charles P.; Ferrara, Assiamira

Constrained Adaptive Distillation Based on Topological Persistence for Wearable Sensor Data

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

IF5.9

2023-01-01

OAAI

Jeon, Eun Som; Choi, Hongjun; Shukla, Ankita; Wang, Yuan; Buman, Matthew P.; Turaga, Pavan

Integration of Time-Based Recommendations with Current Pediatric Health Behavior Guidelines: Implications for Obesity Prevention and Treatment in Youth

CURRENT OBESITY REPORTS

IF11

2022-11-08

OAAI

Vidmar, Alaina P.; Caceres, Nenette A.; Schneider-Worthington, Camille R.; Shirazipour, Celina; Buman, Matthew P.; de la Haye, Kayla; Salvy, Sarah-Jeanne

Role of Data Augmentation Strategies in Knowledge Distillation for Wearable Sensor Data

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2022-07-15

OAAI

Jeon, Eun Som; Som, Anirudh; Shukla, Ankita; Hasanaj, Kristina; Buman, Matthew P.; Turaga, Pavan

Qualitative comparative analysis of the implementation fidelity of a workplace sedentary reduction intervention 工作场所减少久坐干预措施实施保真度的定性比较分析

BMC PUBLIC HEALTH

IF3.6

2022-05-31

OAAI

Leonard, Krista S.; Mullane, Sarah L.; Golden, Caitlin A.; Rydell, Sarah A.; Mitchell, Nathan R.; Koskan, Alexis; Estabrooks, Paul A.; Pereira, Mark A.; Buman, Matthew P.

Sitting less and moving more for improved metabolic and brain health in type 2 diabetes: 'OPTIMISE your health' trial protocol

BMC PUBLIC HEALTH

IF3.6

2022-05-10

OAAI

Brakenridge, Christian J.; Gardiner, Paul A.; Grigg, Ruth V.; Winkler, Elisabeth A. H.; Fjeldsoe, Brianna S.; Schaumberg, Mia A.; Owen, Neville; Eakin, Elizabeth G.; Biddle, Stuart J. H.; Moodie, Marjory; Daly, Robin M.; Green, Daniel J.; Cohen, Neale; Gray, Len; Comans, Tracy; Buman, Matthew P.; Goode, Ana D.; Nguyen, Phuong; Gao, Lan; Healy, Genevieve N.; Dunstan, David W.

Accuracy and Precision of Energy Expenditure, Heart Rate, and Steps Measured by Combined-Sensing Fitbits Against Reference Measures: Systematic Review and Meta-analysis 通过联合传感Fitbits测量的能量消耗，心率和步数相对于参考指标的准确性和精确度: 系统评价和荟萃分析

JMIR MHEALTH AND UHEALTH

IF6.2

2022-04-13

OAAI

Chevance, Guillaume; Golaszewski, Natalie M.; Tipton, Elizabeth; Hekler, Eric B.; Buman, Matthew; Welk, Gregory J.; Patrick, Kevin; Godino, Job G.

研究方向