Wearable sensor data and self-reported symptoms for COVID-19 detection
Quer, Giorgio, Radin, Jennifer M, Gadaleta, Matteo, Baca-Motes, Katie, Ariniello, Lauren, Ramos, Edward, Kheterpal, Vik, Topol, Eric J, Steinhubl, Steven R
Published in Nature medicine (01.01.2021)
Published in Nature medicine (01.01.2021)
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Journal Article
Passive detection of COVID-19 with wearable sensors and explainable machine learning algorithms
Gadaleta, Matteo, Radin, Jennifer M, Baca-Motes, Katie, Ramos, Edward, Kheterpal, Vik, Topol, Eric J, Steinhubl, Steven R, Quer, Giorgio
Published in NPJ digital medicine (08.12.2021)
Published in NPJ digital medicine (08.12.2021)
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Journal Article
Objectively measured peri-vaccination sleep does not predict COVID-19 breakthrough infection
Jaiswal, Stuti J, Gadaleta, Matteo, Quer, Giorgio, Radin, Jennifer M, Waalen, Jill, Ramos, Edward, Pandit, Jay, Owens, Robert L
Published in Scientific reports (26.02.2024)
Published in Scientific reports (26.02.2024)
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Journal Article
Inter-individual variation in objective measure of reactogenicity following COVID-19 vaccination via smartwatches and fitness bands
Quer, Giorgio, Gadaleta, Matteo, Radin, Jennifer M, Andersen, Kristian G, Baca-Motes, Katie, Ramos, Edward, Topol, Eric J, Steinhubl, Steven R
Published in NPJ digital medicine (19.04.2022)
Published in NPJ digital medicine (19.04.2022)
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Journal Article
Long-term changes in wearable sensor data in people with and without Long Covid
Radin, Jennifer M, Vogel, Julia Moore, Delgado, Felipe, Coughlin, Erin, Gadaleta, Matteo, Pandit, Jay A, Steinhubl, Steven R
Published in NPJ digital medicine (13.09.2024)
Published in NPJ digital medicine (13.09.2024)
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Journal Article
D-DASH: A Deep Q-Learning Framework for DASH Video Streaming
Gadaleta, Matteo, Chiariotti, Federico, Rossi, Michele, Zanella, Andrea
Published in IEEE transactions on cognitive communications and networking (01.12.2017)
Published in IEEE transactions on cognitive communications and networking (01.12.2017)
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Journal Article
Abstract 17189: Explaining the Deep Learning Black Box by Identifying Segments of the Single-Lead ECG Signal Used for Detection of Atrial Fibrillation
Ivaturi, Praharsh, Gadaleta, Matteo, Pandey, Amitabh C, Pazzani, Michael, Steinhubl, Steven R, Quer, Giorgio
Published in Circulation (New York, N.Y.) (17.11.2020)
Published in Circulation (New York, N.Y.) (17.11.2020)
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Journal Article
On the Effectiveness of Deep Representation Learning: The Atrial Fibrillation Case
Gadaleta, Matteo, Rossi, Michele, Topol, Eric J., Steinhubl, Steven R., Quer, Giorgio
Published in Computer (Long Beach, Calif.) (01.11.2019)
Published in Computer (Long Beach, Calif.) (01.11.2019)
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Journal Article
Feasibility of wearable sensor signals and self-reported symptoms to prompt at-home testing for acute respiratory viruses in the USA (DETECT-AHEAD): a decentralised, randomised controlled trial
Quer, Giorgio, Coughlin, Erin, Villacian, Jorge, Delgado, Felipe, Harris, Katherine, Verrant, John, Gadaleta, Matteo, Hung, Ting-Yang, Ter Meer, Janna, Radin, Jennifer M, Ramos, Edward, Adams, Monique, Kim, Lomi, Chien, Jason W, Baca-Motes, Katie, Pandit, Jay A, Talantov, Dmitri, Steinhubl, Steven R
Published in The Lancet. Digital health (01.08.2024)
Published in The Lancet. Digital health (01.08.2024)
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Journal Article
Sensor-based surveillance for digitising real-time COVID-19 tracking in the USA (DETECT): a multivariable, population-based, modelling study
Radin, Jennifer M, Quer, Giorgio, Pandit, Jay A, Gadaleta, Matteo, Baca-Motes, Katie, Ramos, Edward, Coughlin, Erin, Quartuccio, Katie, Kheterpal, Vik, Wolansky, Leo M, Steinhubl, Steven R, Topol, Eric J
Published in The Lancet. Digital health (01.11.2022)
Published in The Lancet. Digital health (01.11.2022)
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Journal Article
Deep Learning Techniques for Improving Digital Gait Segmentation
Gadaleta, Matteo, Cisotto, Giulia, Rossi, Michele, Ur Rehman, Rana Zia, Rochester, Lynn, Del Din, Silvia
Published in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2019)
Published in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2019)
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Conference Proceeding
Journal Article
IDNet: Smartphone-based Gait Recognition with Convolutional Neural Networks
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Paper
Journal Article