Natural language word embeddings as a glimpse into healthcare language and associated mortality surrounding end of life

por Wei Gao, Richard J B Dobson, Katherine Sleeman, Phil Hopkins, Victoria Metaxa, Mohammad Al-Agil, James T Teo, Ivan Shun Lau, Zeljko Kraljevic, Shelley Charing, Alan Quarterman, Harold Parkes
Publicado 2021

Development features and study characteristics of mobile health apps in the management of chronic conditions: a systematic review of randomised trials

por Maria Cucciniello, Francesco Petracca, Oriana Ciani, Rosanna Tarricone
Publicado 2021

Age and environment-related differences in gait in healthy adults using wearables

por Matthew D. Czech, Dimitrios Psaltos, Hao Zhang, Tomasz Adamusiak, Monica Calicchio, Amey Kelekar, Andrew Messere, Koene R. A. Van Dijk, Vesper Ramos, Charmaine Demanuele, Xuemei Cai, Mar Santamaria, Shyamal Patel, F. Isik Karahanoglu
Publicado 2020

Author Correction: Deep learning for automated sleep staging using instantaneous heart rate

por Niranjan Sridhar, Ali Shoeb, Philip Stephens, Alaa Kharbouch, David Ben Shimol, Joshua Burkart, Atiyeh Ghoreyshi, Lance Myers
Publicado 2020

Multi-task deep learning for cardiac rhythm detection in wearable devices

por Jessica Torres-Soto, Euan A. Ashley
Publicado 2020

Simulated trials: in silico approach adds depth and nuance to the RCT gold-standard

por Leia Wedlund, Joseph Kvedar
Publicado 2021

Digital health: how to govern during a never-ending data tsunami

por David S. Muntz
Publicado 2021

Beyond performance metrics: modeling outcomes and cost for clinical machine learning

por James A. Diao, Leia Wedlund, Joseph Kvedar
Publicado 2021

Cultural adaptation of internet- and mobile-based interventions for mental disorders: a systematic review

por Kerstin Spanhel, Sumeyye Balci, Felicitas Feldhahn, Juergen Bengel, Harald Baumeister, Lasse B. Sander
Publicado 2021

Artificial intelligence manages congenital cataract with individualized prediction and telehealth computing

por Erping Long, Jingjing Chen, Xiaohang Wu, Zhenzhen Liu, Liming Wang, Jiewei Jiang, Wangting Li, Yi Zhu, Chuan Chen, Zhuoling Lin, Jing Li, Xiaoyan Li, Hui Chen, Chong Guo, Lanqin Zhao, Daoyao Nie, Xinhua Liu, Xin Liu, Zhe Dong, Bo Yun, Wenbin Wei, Fan Xu, Jian Lv, Min Li, Shiqi Ling, Lei Zhong, Junhong Chen, Qishan Zheng, Li Zhang, Yi Xiang, Gang Tan, Kai Huang, Yifan Xiang, Duoru Lin, Xulin Zhang, Meimei Dongye, Dongni Wang, Weirong Chen, Xiyang Liu, Haotian Lin, Yizhi Liu
Publicado 2020

Deep learning for automated sleep staging using instantaneous heart rate

por Niranjan Sridhar, Ali Shoeb, Philip Stephens, Alaa Kharbouch, David Ben Shimol, Joshua Burkart, Atiyeh Ghoreyshi, Lance Myers
Publicado 2020

Mapping each pre-existing condition’s association to short-term and long-term COVID-19 complications

por A. J. Venkatakrishnan, Colin Pawlowski, David Zemmour, Travis Hughes, Akash Anand, Gabriela Berner, Nikhil Kayal, Arjun Puranik, Ian Conrad, Sairam Bade, Rakesh Barve, Purushottam Sinha, John C. O‘Horo, Andrew D. Badley, John Halamka, Venky Soundararajan
Publicado 2021

Wearable radio-frequency sensing of respiratory rate, respiratory volume, and heart rate

por Pragya Sharma, Xiaonan Hui, Jianlin Zhou, Thomas B. Conroy, Edwin C. Kan
Publicado 2020

Author Correction: Clinical validation of smartphone-based activity tracking in peripheral artery disease patients

por Raheel Ata, Neil Gandhi, Hannah Rasmussen, Osama El-Gabalawy, Santiago Gutierrez, Alizeh Ahmad, Siddharth Suresh, Roshini Ravi, Kara Rothenberg, Oliver Aalami
Publicado 2020

Machine learning and atherosclerotic cardiovascular disease risk prediction in a multi-ethnic population

por Andrew Ward, Ashish Sarraju, Sukyung Chung, Jiang Li, Robert Harrington, Paul Heidenreich, Latha Palaniappan, David Scheinker, Fatima Rodriguez
Publicado 2020

Cultural adaptation: a framework for addressing an often-overlooked dimension of digital health accessibility

por Jayson S. Marwaha, Joseph C. Kvedar
Publicado 2021

Author Correction: Low-count whole-body PET with deep learning in a multicenter and externally validated study

por Akshay S. Chaudhari, Erik Mittra, Guido A. Davidzon, Praveen Gulaka, Harsh Gandhi, Adam Brown, Tao Zhang, Shyam Srinivas, Enhao Gong, Greg Zaharchuk, Hossein Jadvar
Publicado 2021

Estimating the efficacy of symptom-based screening for COVID-19

por Alison Callahan, Ethan Steinberg, Jason A. Fries, Saurabh Gombar, Birju Patel, Conor K. Corbin, Nigam H. Shah
Publicado 2020

Aggregating multiple real-world data sources using a patient-centered health-data-sharing platform

por Sanket S. Dhruva, Joseph S. Ross, Joseph G. Akar, Brittany Caldwell, Karla Childers, Wing Chow, Laura Ciaccio, Paul Coplan, Jun Dong, Hayley J. Dykhoff, Stephen Johnston, Todd Kellogg, Cynthia Long, Peter A. Noseworthy, Kurt Roberts, Anindita Saha, Andrew Yoo, Nilay D. Shah
Publicado 2020

Machine learning prediction of blood alcohol concentration: a digital signature of smart-breathalyzer behavior

por Kirstin Aschbacher, Christian S. Hendershot, Geoffrey Tison, Judith A. Hahn, Robert Avram, Jeffrey E. Olgin, Gregory M. Marcus
Publicado 2021