Wireless battery-free and fully implantable organ interfaces
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 …
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
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 …
potential to improve clinical care—yet its actual impact on patient outcomes when deployed …
Personalized treatment options for chronic diseases using precision cohort analytics
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 …
for cohorts of similar patients based on observational data from electronic health records …
Diabetes medication recommendation system using patient similarity analytics
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 …
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 …
(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 …
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
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 …
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 …
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
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 …
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 …
for complex diseases. Patient similarity network (PSN) analysis is a powerful tool in disease …