Daniel McDuff
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Explore the profile of Daniel McDuff including associated specialties, affiliations and a list of published articles.
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Citations
143
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Recent Articles
1.
Abdar M, Kollati M, Kuraparthi S, Pourpanah F, McDuff D, Ghavamzadeh M, et al.
IEEE Trans Pattern Anal Mach Intell
. 2025 Mar;
PP.
PMID: 40030799
Video captioning (VC) is a fast-moving, cross-disciplinary area of research that comprises contributions from domains such as computer vision, natural language processing, linguistics, and human-computer interaction. VC aims to understand...
2.
Shah K, Wang A, Chen Y, Munjal J, Chhabra S, Stange A, et al.
Nature
. 2025 Feb;
PMID: 40010378
Out-of-hospital cardiac arrest is a time-sensitive emergency that requires prompt identification and intervention: sudden, unwitnessed cardiac arrest is nearly unsurvivable. A cardinal sign of cardiac arrest is sudden loss of...
3.
Mehta S, Kwatra N, Jain M, McDuff D
Sci Rep
. 2024 Aug;
14(1):18318.
PMID: 39112533
The use of observed wearable sensor data (e.g., photoplethysmograms [PPG]) to infer health measures (e.g., glucose level or blood pressure) is a very active area of research. Such technology can...
4.
Malgaroli M, McDuff D
J Trauma Stress
. 2024 Jul;
37(5):754-760.
PMID: 39024299
There is an acute need for solutions to treat stress and trauma-related sequelae, and there are well-documented shortages of qualified human professionals. Artificial intelligence (AI) presents an opportunity to create...
5.
McDuff D, Barakat A, Winbush A, Jiang A, Cordeiro F, Crowley R, et al.
JMIR Res Protoc
. 2024 May;
13:e49189.
PMID: 38743938
Background: The impact of digital device use on health and well-being is a pressing question. However, the scientific literature on this topic, to date, is marred by small and unrepresentative...
6.
Braun B, McDuff D, Baltrusaitis T, Holz C
Biomed Opt Express
. 2024 Feb;
14(12):6607-6628.
PMID: 38420320
Electrodermal activity (EDA) is considered a standard marker of sympathetic activity. However, traditional EDA measurement requires electrodes in steady contact with the skin. Can sympathetic arousal be measured using only...
7.
Tang J, Chen K, Wang Y, Shi Y, Patel S, McDuff D, et al.
Annu Int Conf IEEE Eng Med Biol Soc
. 2023 Dec;
2023:1-5.
PMID: 38083085
Remote photoplethysmography (rPPG) is an attractive method for noninvasive, convenient and concomitant measurement of physiological vital signals. Public benchmark datasets have served a valuable role in the development of this...
8.
OBryan L, Oxendahl T, Chen X, McDuff D, Segarra S, Wettergreen M, et al.
Hum Factors
. 2022 Dec;
66(5):1414-1430.
PMID: 36562114
Objective: We explore the relationships between objective communication patterns displayed during virtual team meetings and established, qualitative measures of team member effectiveness. Background: A key component of teamwork is communication....
9.
McDuff D, Hernandez J, Liu X, Wood E, Baltrusaitis T
IEEE Trans Biomed Eng
. 2022 Feb;
69(8):2646-2656.
PMID: 35171764
Non-contact physiological measurement has the potential to provide low-cost, non-invasive health monitoring. However, machine vision approaches are often limited by the availability and diversity of annotated video datasets resulting in...
10.
McDuff D, Liu X, Hernandez J, Wood E, Baltrusaitis T
Annu Int Conf IEEE Eng Med Biol Soc
. 2021 Dec;
2021:3742-3748.
PMID: 34892050
Synthetic data is a powerful tool in training data hungry deep learning algorithms. However, to date, camera-based physiological sensing has not taken full advantage of these techniques. In this work,...