A pragmatic randomized waitlist-controlled effectiveness and cost-effectiveness trial of digital interventions for depression and anxiety

por Derek Richards, Angel Enrique, Nora Eilert, Matthew Franklin, Jorge Palacios, Daniel Duffy, Caroline Earley, Judith Chapman, Grace Jell, Sarah Sollesse, Ladislav Timulak
Publicado 2020

Utilizing machine learning to improve clinical trial design for acute respiratory distress syndrome

por E. Schwager, K. Jansson, A. Rahman, S. Schiffer, Y. Chang, G. Boverman, B. Gross, M. Xu-Wilson, P. Boehme, H. Truebel, J. J. Frassica
Publicado 2021

Mobile health technology for diverse populations: challenges and opportunities

por James A. Diao, Joseph Kvedar
Publicado 2021

Privacy-first health research with federated learning

por Adam Sadilek, Luyang Liu, Dung Nguyen, Methun Kamruzzaman, Stylianos Serghiou, Benjamin Rader, Alex Ingerman, Stefan Mellem, Peter Kairouz, Elaine O. Nsoesie, Jamie MacFarlane, Anil Vullikanti, Madhav Marathe, Paul Eastham, John S. Brownstein, Blaise Aguera y. Arcas, Michael D. Howell, John Hernandez
Publicado 2021

Sweat monitoring beneath garments using passive, wireless resonant sensors interfaced with laser-ablated microfluidics

por Adam R. Carr, Yash H. Patel, Charles R. Neff, Sadaf Charkhabi, Nathaniel E. Kallmyer, Hector F. Angus, Nigel F. Reuel
Publicado 2020

Inclusive innovation in telehealth

por Kimberly Noel, Brooke Ellison
Publicado 2020

Measuring the effect of Non-Pharmaceutical Interventions (NPIs) on mobility during the COVID-19 pandemic using global mobility data

por Berber T. Snoeijer, Mariska Burger, Shaoxiong Sun, Richard J. B. Dobson, Amos A. Folarin
Publicado 2021

A validated, real-time prediction model for favorable outcomes in hospitalized COVID-19 patients

por Narges Razavian, Vincent J. Major, Mukund Sudarshan, Jesse Burk-Rafel, Peter Stella, Hardev Randhawa, Seda Bilaloglu, Ji Chen, Vuthy Nguy, Walter Wang, Hao Zhang, Ilan Reinstein, David Kudlowitz, Cameron Zenger, Meng Cao, Ruina Zhang, Siddhant Dogra, Keerthi B. Harish, Brian Bosworth, Fritz Francois, Leora I. Horwitz, Rajesh Ranganath, Jonathan Austrian, Yindalon Aphinyanaphongs
Publicado 2020

Biological data annotation via a human-augmenting AI-based labeling system

por Douwe van der Wal, Iny Jhun, Israa Laklouk, Jeff Nirschl, Lara Richer, Rebecca Rojansky, Talent Theparee, Joshua Wheeler, Jörg Sander, Felix Feng, Osama Mohamad, Silvio Savarese, Richard Socher, Andre Esteva
Publicado 2021

A machine learning approach predicts future risk to suicidal ideation from social media data

por Arunima Roy, Katerina Nikolitch, Rachel McGinn, Safiya Jinah, William Klement, Zachary A. Kaminsky
Publicado 2020

Accurate diagnosis of lymphoma on whole-slide histopathology images using deep learning

por Charlotte Syrykh, Arnaud Abreu, Nadia Amara, Aurore Siegfried, Véronique Maisongrosse, François X. Frenois, Laurent Martin, Cédric Rossi, Camille Laurent, Pierre Brousset
Publicado 2020

AI-doscopist: a real-time deep-learning-based algorithm for localising polyps in colonoscopy videos with edge computing devices

por Carmen C. Y. Poon, Yuqi Jiang, Ruikai Zhang, Winnie W. Y. Lo, Maggie S. H. Cheung, Ruoxi Yu, Yali Zheng, John C. T. Wong, Qing Liu, Sunny H. Wong, Tony W. C. Mak, James Y. W. Lau
Publicado 2020

A digital embrace to blunt the curve of COVID19 pandemic

por Lee H. Schwamm, Alistair Erskine, Adam Licurse
Publicado 2020

A hierarchical expert-guided machine learning framework for clinical decision support systems: an application to traumatic brain injury prognostication

por Negar Farzaneh, Craig A. Williamson, Jonathan Gryak, Kayvan Najarian
Publicado 2021

International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium

por Gabriel A. Brat, Griffin M. Weber, Nils Gehlenborg, Paul Avillach, Nathan P. Palmer, Luca Chiovato, James Cimino, Lemuel R. Waitman, Gilbert S. Omenn, Alberto Malovini, Jason H. Moore, Brett K. Beaulieu-Jones, Valentina Tibollo, Shawn N. Murphy, Sehi L’ Yi, Mark S. Keller, Riccardo Bellazzi, David A. Hanauer, Arnaud Serret-Larmande, Alba Gutierrez-Sacristan, John J. Holmes, Douglas S. Bell, Kenneth D. Mandl, Robert W. Follett, Jeffrey G. Klann, Douglas A. Murad, Luigia Scudeller, Mauro Bucalo, Katie Kirchoff, Jean Craig, Jihad Obeid, Vianney Jouhet, Romain Griffier, Sebastien Cossin, Bertrand Moal, Lav P. Patel, Antonio Bellasi, Hans U. Prokosch, Detlef Kraska, Piotr Sliz, Amelia L. M. Tan, Kee Yuan Ngiam, Alberto Zambelli, Danielle L. Mowery, Emily Schiver, Batsal Devkota, Robert L. Bradford, Mohamad Daniar, Christel Daniel, Vincent Benoit, Romain Bey, Nicolas Paris, Patricia Serre, Nina Orlova, Julien Dubiel, Martin Hilka, Anne Sophie Jannot, Stephane Breant, Judith Leblanc, Nicolas Griffon, Anita Burgun, Melodie Bernaux, Arnaud Sandrin, Elisa Salamanca, Sylvie Cormont, Thomas Ganslandt, Tobias Gradinger, Julien Champ, Martin Boeker, Patricia Martel, Loic Esteve, Alexandre Gramfort, Olivier Grisel, Damien Leprovost, Thomas Moreau, Gael Varoquaux, Jill-Jênn Vie, Demian Wassermann, Arthur Mensch, Charlotte Caucheteux, Christian Haverkamp, Guillaume Lemaitre, Silvano Bosari, Ian D. Krantz, Andrew South, Tianxi Cai, Isaac S. Kohane
Publicado 2020

Evaluation of an augmented reality platform for austere surgical telementoring: a randomized controlled crossover study in cricothyroidotomies

por Edgar Rojas-Muñoz, Chengyuan Lin, Natalia Sanchez-Tamayo, Maria Eugenia Cabrera, Daniel Andersen, Voicu Popescu, Juan Antonio Barragan, Ben Zarzaur, Patrick Murphy, Kathryn Anderson, Thomas Douglas, Clare Griffis, Jessica McKee, Andrew W. Kirkpatrick, Juan P. Wachs
Publicado 2020

Med-BERT: pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction

por Laila Rasmy, Yang Xiang, Ziqian Xie, Cui Tao, Degui Zhi
Publicado 2021

A data-driven framework for selecting and validating digital health metrics: use-case in neurological sensorimotor impairments

por Christoph M. Kanzler, Mike D. Rinderknecht, Anne Schwarz, Ilse Lamers, Cynthia Gagnon, Jeremia P. O. Held, Peter Feys, Andreas R. Luft, Roger Gassert, Olivier Lambercy
Publicado 2020

Social media language of healthcare super-utilizers

por Sharath Chandra Guntuku, Elissa V. Klinger, Haley J. McCalpin, Lyle H. Ungar, David A. Asch, Raina M. Merchant
Publicado 2021

Agile analytics to support rapid knowledge pipelines

por Wade L. Schulz, Joseph C. Kvedar, Harlan M. Krumholz
Publicado 2020