Beyond validation: getting health apps into clinical practice

por William J. Gordon, Adam Landman, Haipeng Zhang, David W. Bates
Publicado 2020

Feasibility of the deep learning method for estimating the ventilatory threshold with electrocardiography data

por Kotaro Miura, Shinichi Goto, Yoshinori Katsumata, Hidehiko Ikura, Yasuyuki Shiraishi, Kazuki Sato, Keiichi Fukuda
Publicado 2020

Development of digital biomarkers for resting tremor and bradykinesia using a wrist-worn wearable device

por Nikhil Mahadevan, Charmaine Demanuele, Hao Zhang, Dmitri Volfson, Bryan Ho, Michael Kelley Erb, Shyamal Patel
Publicado 2020

Internet search and medicaid prescription drug data as predictors of opioid emergency department visits

por Sean D. Young, Qingpeng Zhang, Jiandong Zhou, Rosalie Liccardo Pacula
Publicado 2021

Rapid crowdsourced innovation for COVID-19 response and economic growth

por Khalil B. Ramadi, Freddy T. Nguyen
Publicado 2021

The National Institutes of Health funding for clinical research applying machine learning techniques in 2017

por Amarnath R. Annapureddy, Suveen Angraal, Cesar Caraballo, Alyssa Grimshaw, Chenxi Huang, Bobak J. Mortazavi, Harlan M. Krumholz
Publicado 2020

Building resilient medical technology supply chains with a software bill of materials

por Seth Carmody, Andrea Coravos, Ginny Fahs, Audra Hatch, Janine Medina, Beau Woods, Joshua Corman
Publicado 2021

U-Sleep: resilient high-frequency sleep staging

por Mathias Perslev, Sune Darkner, Lykke Kempfner, Miki Nikolic, Poul Jørgen Jennum, Christian Igel
Publicado 2021

Physician requirements for adoption of telehealth following the SARS-CoV-2 pandemic

por Michael Hodgkins, Meg Barron, Shireesha Jevaji, Stacy Lloyd
Publicado 2021

Effectiveness of a stand-alone, smartphone-based virtual reality exposure app to reduce fear of heights in real-life: a randomized trial

por Dorothée Bentz, Nan Wang, Merle K. Ibach, Nathalie S. Schicktanz, Anja Zimmer, Andreas Papassotiropoulos, Dominique J. F. de Quervain
Publicado 2021

Digital oximetry biomarkers for assessing respiratory function: standards of measurement, physiological interpretation, and clinical use

por Jeremy Levy, Daniel Álvarez, Aviv A. Rosenberg, Alexandra Alexandrovich, Félix del Campo, Joachim A. Behar
Publicado 2021

Deep learning-enabled medical computer vision

por Andre Esteva, Katherine Chou, Serena Yeung, Nikhil Naik, Ali Madani, Ali Mottaghi, Yun Liu, Eric Topol, Jeff Dean, Richard Socher
Publicado 2021

Diagnostic accuracy of deep learning in medical imaging: a systematic review and meta-analysis

por Ravi Aggarwal, Viknesh Sounderajah, Guy Martin, Daniel S. W. Ting, Alan Karthikesalingam, Dominic King, Hutan Ashrafian, Ara Darzi
Publicado 2021

Smartphone apps for depression and anxiety: a systematic review and meta-analysis of techniques to increase engagement

por Ashley Wu, Matthew A. Scult, Emily D. Barnes, Jessica A. Betancourt, Avital Falk, Faith M. Gunning
Publicado 2021

Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study

por Qi Dou, Tiffany Y. So, Meirui Jiang, Quande Liu, Varut Vardhanabhuti, Georgios Kaissis, Zeju Li, Weixin Si, Heather H. C. Lee, Kevin Yu, Zuxin Feng, Li Dong, Egon Burian, Friederike Jungmann, Rickmer Braren, Marcus Makowski, Bernhard Kainz, Daniel Rueckert, Ben Glocker, Simon C. H. Yu, Pheng Ann Heng
Publicado 2021

Assessment of physiological signs associated with COVID-19 measured using wearable devices

por Aravind Natarajan, Hao-Wei Su, Conor Heneghan
Publicado 2020

Precision wearable accelerometer contact microphones for longitudinal monitoring of mechano-acoustic cardiopulmonary signals

por Pranav Gupta, Mohammad J. Moghimi, Yaesuk Jeong, Divya Gupta, Omer T. Inan, Farrokh Ayazi
Publicado 2020

Medical records-based chronic kidney disease phenotype for clinical care and “big data” observational and genetic studies

por Ning Shang, Atlas Khan, Fernanda Polubriaginof, Francesca Zanoni, Karla Mehl, David Fasel, Paul E. Drawz, Robert J. Carrol, Joshua C. Denny, Matthew A. Hathcock, Adelaide M. Arruda-Olson, Peggy L. Peissig, Richard A. Dart, Murray H. Brilliant, Eric B. Larson, David S. Carrell, Sarah Pendergrass, Shefali Setia Verma, Marylyn D. Ritchie, Barbara Benoit, Vivian S. Gainer, Elizabeth W. Karlson, Adam S. Gordon, Gail P. Jarvik, Ian B. Stanaway, David R. Crosslin, Sumit Mohan, Iuliana Ionita-Laza, Nicholas P. Tatonetti, Ali G. Gharavi, George Hripcsak, Chunhua Weng, Krzysztof Kiryluk
Publicado 2021

Bayesian strategy selection identifies optimal solutions to complex problems using an example from GP prescribing

por S. Allender, J. Hayward, S. Gupta, A. Sanigorski, S. Rana, H. Seward, S. Jacobs, S. Venkatesh
Publicado 2020

Trajectories of mortality risk among patients with cancer and associated end-of-life utilization

por Ravi B. Parikh, Manqing Liu, Eric Li, Runze Li, Jinbo Chen
Publicado 2021