Wireless battery-free and fully implantable organ interfaces

A Bhatia, J Hanna, T Stuart, KA Kasper… - Chemical …, 2024 - ACS Publications
Advances in soft materials, miniaturized electronics, sensors, stimulators, radios, and battery-
free power supplies are resulting in a new generation of fully implantable organ interfaces …

Crossing the chasm from model performance to clinical impact: the need to improve implementation and evaluation of AI

JS Marwaha, JC Kvedar - NPJ digital medicine, 2022 - nature.com
Artificial intelligence (AI) has been the subject of considerable interest for many years for its
potential to improve clinical care—yet its actual impact on patient outcomes when deployed …

Personalized treatment options for chronic diseases using precision cohort analytics

K Ng, U Kartoun, H Stavropoulos, JA Zambrano… - Scientific reports, 2021 - nature.com
To support point-of-care decision making by presenting outcomes of past treatment choices
for cohorts of similar patients based on observational data from electronic health records …

Diabetes medication recommendation system using patient similarity analytics

WY Tan, Q Gao, RW Oei, W Hsu, ML Lee, NC Tan - Scientific Reports, 2022 - nature.com
Abstract Type-2 diabetes mellitus (T2DM) is a medical condition in which oral medications
avail to patients to curb their hyperglycaemia after failed dietary therapy. However, individual …

Pandemics: historically slow “learning curve” leading to biomedical informatics and vaccine breakthroughs

CA Kulikowski - Yearbook of medical informatics, 2021 - thieme-connect.com
Background: The worldwide tragedy of the severe acute respiratory syndrome coronavirus 2
(SARS-CoV-2) pandemic vividly demonstrates just how inadequate mitigation and control of …

ICD-10 diagnosis codes in electronic health records do not adequately capture fracture complexity for proximal humerus fractures

SB Floyd, JT Walker, JT Smith, PE Jones… - Journal of Shoulder and …, 2024 - Elsevier
Background The ability to do comparative effectiveness research (CER) for proximal
humerus fractures (PHF) using data in electronic health record (EHR) systems and …

[HTML][HTML] Using domain knowledge and data-driven insights for patient similarity analytics

RW Oei, HSA Fang, WY Tan, W Hsu, ML Lee… - Journal of Personalized …, 2021 - mdpi.com
Patient similarity analytics has emerged as an essential tool to identify cohorts of patients
who have similar clinical characteristics to some specific patient of interest. In this study, we …

Clinical prediction with localized modeling using similarity-based cohorts: A sco** review

A Cohen, P McCall-Junkin, JC Brunson - medRxiv, 2024 - medrxiv.org
Background Applications of classical case-based reasoning (CBR) have given rise to a
family of techniques we call “localized models”, in which a statistical model is fitted to a …

Human-centered design of a health recommender system for orthopaedic shoulder treatment

A Singh, B Schooley, J Mobley, P Mobley… - BMC Medical Informatics …, 2025 - Springer
Background Rich data on diverse patients and their treatments and outcomes within
Electronic Health Record (EHR) systems can be used to generate real world evidence. A …

DA-SRN: Omics data analysis based on the sample network optimization for complex diseases

B Su, X Wang, Y Ouyang, X Lin - Computers in Biology and Medicine, 2023 - Elsevier
Effective biomarker identification and accurate sample label prediction are still challenging
for complex diseases. Patient similarity network (PSN) analysis is a powerful tool in disease …