Prospective Evaluation of the Real-world Performance of a Machine Learning Algorithm to Predict 30-Day Readmissions in Patients with Heart Failure Using Electronic Medical Record Data. - Sujay S. Kakarmath; Sara Bersche Golas; Jennifer Felsted; Takuma Shibahara; Hideo Aoki; Mika Takata; Ken Naono; Joseph C. Kvedar; Kamal Jethwani; Stephen Agboola (AMIA, 2018)

A machine learning model to predict the risk of 30-day readmissions in patients with heart failure: a retrospective analysis of electronic medical records data. - Sara Bersche Golas; Takuma Shibahara; Stephen Agboola; Hiroko Otaki; Jumpei Sato; Tatsuya Nakae; Toru Hisamitsu; Go Kojima; Jennifer Felsted; Sujay Kakarmath; Joseph C. Kvedar; Kamal Jethwani (BMC Medical Informatics Decis. Mak., 2018)

Artificial intelligence powers digital medicine. - Alexander L. Fogel; Joseph C. Kvedar (npj Digit. Medicine, 2018)

Use of user-centered design to create a smartphone application for patient-reported outcomes in atopic dermatitis. - Lia E. Gracey; Shiyi Zan; Joseph Gracz; John J. Miner; Jacqueline F. Moreau; Jodi Sperber; Kamal Jethwani; Timothy M. Hale; Joseph C. Kvedar (npj Digit. Medicine, 2018)

Best practices for authors of healthcare-related artificial intelligence manuscripts. - Sujay Kakarmath; Andre Esteva; Rima Arnaout; Hugh Harvey; Santosh Kumar 001; Evan D. Muse; Feng Dong; Leia Wedlund; Joseph C. Kvedar (npj Digit. Medicine, 2020)

Evidence for the effectiveness of digital health. - Joseph C. Kvedar (npj Digit. Medicine, 2020)

Agile analytics to support rapid knowledge pipelines. - Wade L. Schulz; Joseph C. Kvedar; Harlan M. Krumholz (npj Digit. Medicine, 2020)

Anticipating and treating dementia: lessons hidden in plain sight. - Leia Wedlund; Joseph C. Kvedar; Wanda Layman (npj Digit. Medicine, 2020)

Efficient cellular annotation of histopathology slides with real-time AI augmentation. - James A. Diao; Richard J. Chen; Joseph C. Kvedar (npj Digit. Medicine, 2021)

Mobile health technology for diverse populations: challenges and opportunities. - James A. Diao; Joseph C. Kvedar (npj Digit. Medicine, 2021)

Beyond performance metrics: modeling outcomes and cost for clinical machine learning. - James A. Diao; Leia Wedlund; Joseph C. Kvedar (npj Digit. Medicine, 2021)

Predictive analytics and tailored interventions improve clinical outcomes in older adults: a randomized controlled trial. - Sara Bersche Golas; Mariana Nikolova-Simons; Ramya Palacholla; Jorn op den Buijs; Gary Garberg; Allison Orenstein; Joseph C. Kvedar (npj Digit. Medicine, 2021)

Cultural adaptation: a framework for addressing an often-overlooked dimension of digital health accessibility. - Jayson S. Marwaha; Joseph C. Kvedar (npj Digit. Medicine, 2021)

A randomized trial examining the effect of predictive analytics and tailored interventions on the cost of care. - Mariana Nikolova-Simons; Sara Bersche Golas; Jorn op den Buijs; Ramya Palacholla; Gary Garberg; Allison Orenstein; Joseph C. Kvedar (npj Digit. Medicine, 2021)

Simulated trials: in silico approach adds depth and nuance to the RCT gold-standard. - Leia Wedlund; Joseph C. Kvedar (npj Digit. Medicine, 2021)

Wearables as a tool for measuring therapeutic adherence in behavioral health. - Leia Wedlund; Joseph C. Kvedar (npj Digit. Medicine, 2021)

Innovative new model predicts glucose levels without poking or prodding. - Leia Wedlund; Joseph C. Kvedar (npj Digit. Medicine, 2021)

New machine learning model predicts who may benefit most from COVID-19 vaccination. - Leia Wedlund; Joseph C. Kvedar (npj Digit. Medicine, 2021)

Computer copilots for endoscopic diagnosis. - James A. Diao; Joseph C. Kvedar (npj Digit. Medicine, 2022)

Video-based physiologic monitoring: promising applications for the ICU and beyond. - James A. Diao; Jayson S. Marwaha; Joseph C. Kvedar (npj Digit. Medicine, 2022)

Watching Parkinson's disease with wrist-based sensors. - James A. Diao; Marium M. Raza; Kaushik P. Venkatesh; Joseph C. Kvedar (npj Digit. Medicine, 2022)

Computational drug repurposing in the age of COVID-19: mixing antiviral cocktails in silico. - James A. Diao; Marium M. Raza; Kaushik P. Venkatesh; Joseph C. Kvedar (npj Digit. Medicine, 2022)

Multinational landscape of health app policy: toward regulatory consensus on digital health. - James A. Diao; Kaushik P. Venkatesh; Marium M. Raza; Joseph C. Kvedar (npj Digit. Medicine, 2022)

The industry impact of the American Medical Association's Digital Medicine Payment Advisory Group (DMPAG). - Joseph C. Kvedar; Mirja Mittermaier; Jordan Pritzker (npj Digit. Medicine, 2022)

Crossing the chasm from model performance to clinical impact: the need to improve implementation and evaluation of AI. - Jayson S. Marwaha; Joseph C. Kvedar (npj Digit. Medicine, 2022)

Defining digital surgery for the future. - Marium M. Raza; Kaushik P. Venkatesh; James A. Diao; Joseph C. Kvedar (npj Digit. Medicine, 2022)

Intelligent risk prediction in public health using wearable device data. - Marium M. Raza; Kaushik P. Venkatesh; Joseph C. Kvedar (npj Digit. Medicine, 2022)

Leveraging reimbursement strategies to guide value-based adoption and utilization of medical AI. - Kaushik P. Venkatesh; Marium M. Raza; James A. Diao; Joseph C. Kvedar (npj Digit. Medicine, 2022)

Health digital twins as tools for precision medicine: Considerations for computation, implementation, and regulation. - Kaushik P. Venkatesh; Marium M. Raza; Joseph C. Kvedar (npj Digit. Medicine, 2022)

Has increased telehealth access during COVID-19 led to over-utilization of primary care? - Kaushik P. Venkatesh; Marium M. Raza; Joseph C. Kvedar (npj Digit. Medicine, 2022)

The digital transformation of surgery. - Jayson S. Marwaha; Marium M. Raza; Joseph C. Kvedar (npj Digit. Medicine, 2023)

Collaborative strategies for deploying AI-based physician decision support systems: challenges and deployment approaches. - Mirja Mittermaier; Marium M. Raza; Joseph C. Kvedar (npj Digit. Medicine, 2023)

Bias in AI-based models for medical applications: challenges and mitigation strategies. - Mirja Mittermaier; Marium M. Raza; Joseph C. Kvedar (npj Digit. Medicine, 2023)

Identifying vulnerable populations in the electronic Framingham Heart Study to improve digital device adherence. - Mirja Mittermaier; Kaushik P. Venkatesh; Joseph C. Kvedar (npj Digit. Medicine, 2023)

Digital health technology in clinical trials. - Mirja Mittermaier; Kaushik P. Venkatesh; Joseph C. Kvedar (npj Digit. Medicine, 2023)

Promoting racial equity in digital health: applying a cross-disciplinary equity framework. - Marium M. Raza; Kaushik P. Venkatesh; Joseph C. Kvedar (npj Digit. Medicine, 2023)

Automating the overburdened clinical coding system: challenges and next steps. - Kaushik P. Venkatesh; Marium M. Raza; Joseph C. Kvedar (npj Digit. Medicine, 2023)

AI-based skin cancer detection: the balance between access and overutilization. - Kaushik P. Venkatesh; Marium M. Raza; Joseph C. Kvedar (npj Digit. Medicine, 2023)

Assessing alternative strategies for measuring metabolic risk. - Elizabeth J. Enichen; Kimia Heydari; Joseph C. Kvedar (npj Digit. Medicine, 2024)

The utility of personal wearable data in long COVID and personalized patient care. - Elizabeth J. Enichen; Kimia Heydari; Serena Wang 002; Grace C. Nickel; Joseph C. Kvedar (npj Digit. Medicine, 2024)

Integrating artificial intelligence into healthcare systems: more than just the algorithm. - Jethro C. C. Kwong; Grace C. Nickel; Serena C. Y. Wang; Joseph C. Kvedar (npj Digit. Medicine, 2024)

The long but necessary road to responsible use of large language models in healthcare research. - Jethro C. C. Kwong; Serena C. Y. Wang; Grace C. Nickel; Giovanni E. Cacciamani; Joseph C. Kvedar (npj Digit. Medicine, 2024)

The case for inclusive co-creation in digital health innovation. - Grace C. Nickel; Serena Wang 002; Jethro C. C. Kwong; Joseph C. Kvedar (npj Digit. Medicine, 2024)

Generative AI and large language models in health care: pathways to implementation. - Marium M. Raza; Kaushik P. Venkatesh; Joseph C. Kvedar (npj Digit. Medicine, 2024)

Deep learning models across the range of skin disease. - Kaushik P. Venkatesh; Marium M. Raza; Grace C. Nickel; Serena Wang 002; Joseph C. Kvedar (npj Digit. Medicine, 2024)

Health equity through CMS collaboration with startups and digital health innovations. - Serena C. Y. Wang; Grace C. Nickel; Jethro C. C. Kwong; Joseph C. Kvedar (npj Digit. Medicine, 2024)

AI-based diabetes care: risk prediction models and implementation concerns. - Serena C. Y. Wang; Grace C. Nickel; Kaushik P. Venkatesh; Marium M. Raza; Joseph C. Kvedar (npj Digit. Medicine, 2024)

Germany and Europe lead digital innovation and AI with collaborative health data use at continental level. - Daniel C. Baumgart; Joseph C. Kvedar (npj Digit. Medicine, 2025)

Telemedicine expands cardiovascular care in China - lessons for health equity in the United States. - Elizabeth J. Enichen; Kimia Heydari; Ben Li; Joseph C. Kvedar (npj Digit. Medicine, 2025)

Platform matters - Differences in COVID data collected from Android and iOS app users. - Elizabeth J. Enichen; Kimia Heydari; Ben Li; Joseph C. Kvedar (npj Digit. Medicine, 2025)

A new metric to understand the association between heart rate variability and menstrual regularity. - Kimia Heydari; Elizabeth J. Enichen; Ben Li; Joseph C. Kvedar (npj Digit. Medicine, 2025)

Leveraging retinal vascular features in non-invasive, early diagnosis of preeclampsia. - Kimia Heydari; Elizabeth J. Enichen; Ben Li; Joseph C. Kvedar (npj Digit. Medicine, 2025)

A novel model for retinal imaging in the diagnosis of Alzheimer's disease. - Kimia Heydari; Elizabeth J. Enichen; Serena Wang 002; Grace C. Nickel; Joseph C. Kvedar (npj Digit. Medicine, 2025)

Wearable health devices for pediatric ophthalmology. - Naira Ikram; Nimesh A. Patel; Joseph C. Kvedar (npj Digit. Medicine, 2025)

Artificial intelligence guided imaging as a tool to fill gaps in health care delivery. - Ben Li; Elizabeth J. Enichen; Kimia Heydari; Joseph C. Kvedar (npj Digit. Medicine, 2025)

A mobile health application that supports a patient centered approach to cardiovascular risk management. - Ben Li; Kimia Heydari; Elizabeth J. Enichen; Joseph C. Kvedar (npj Digit. Medicine, 2025)