Health digital twins in life science and health care innovation

KP Venkatesh, G Brito… - Annual Review of …, 2024 - annualreviews.org
Health digital twins (HDTs) are virtual representations of real individuals that can be used to
simulate human physiology, disease, and drug effects. HDTs can be used to improve drug …

[HTML][HTML] Integrating Digital Health Solutions with Immunization Strategies: Improving Immunization Coverage and Monitoring in the Post-COVID-19 Era

G Pavia, F Branda, A Ciccozzi, C Romano, C Locci… - Vaccines, 2024 - mdpi.com
The COVID-19 pandemic underscored the critical importance of vaccination to global health
security and highlighted the potential of digital health solutions to improve immunization …

Multi-modality risk prediction of cardiovascular diseases for breast cancer cohort in the All of Us Research Program

H Yang, S Zhou, Z Rao, C Zhao, E Cui… - Journal of the …, 2024 - academic.oup.com
Objective This study leverages the rich diversity of the All of Us Research Program (All of
Us)'s dataset to devise a predictive model for cardiovascular disease (CVD) in breast cancer …

Semi-supervised Double Deep Learning Temporal Risk Prediction (SeDDLeR) with Electronic Health Records

IE Nogues, J Wen, Y Zhao, CL Bonzel… - Journal of Biomedical …, 2024 - Elsevier
Background: Risk prediction plays a crucial role in planning for prevention, monitoring, and
treatment. Electronic Health Records (EHRs) offer an expansive repository of temporal …

Knowledge-Driven Online Multimodal Automated Phenotyping System

X Xiong, SM Sweet, M Liu, C Hong, CL Bonzel… - medRxiv, 2023 - medrxiv.org
Though electronic health record (EHR) systems are a rich repository of clinical information
with large potential, the use of EHR-based phenotyping algorithms is often hindered by …

CSAMDT: Conditional Self Attention Memory-Driven Transformers for Radiology Report Generation from Chest X-Ray

I Shahzadi, TM Madni, UI Janjua, G Batool… - Journal of Imaging …, 2024 - Springer
A radiology report plays a crucial role in guiding patient treatment, but writing these reports
is a time-consuming task that demands a radiologist's expertise. In response to this …