[HTML][HTML] Evaluation of a deep learning-based computer-aided detection algorithm on chest radiographs: Case–control study

SY Choi, S Park, M Kim, J Park, YR Choi, KN Jin - Medicine, 2021 - journals.lww.com
Along with recent developments in deep learning techniques, computer-aided diagnosis
(CAD) has been growing rapidly in the medical imaging field. In this work, we evaluate the …

A Review on Rural Women's Entrepreneurship Using Machine Learning Models

S Pareek, V Bhatnagar, RC Poonia, S Sharma… - … on Innovations in …, 2022 - Springer
Rural women's entrepreneurship has contributed significantly to the country's economy.
Entrepreneurship rates have fluctuated in recent years, according to a variety of reasons …

Predicting Length of Stay using machine learning for total joint replacements performed at a rural community hospital

S Sridhar, B Whitaker, A Mouat-Hunter, B McCrory - PLoS One, 2022 - journals.plos.org
Background Predicting patient's Length of Stay (LOS) before total joint replacement (TJR)
surgery is vital for hospitals to optimally manage costs and resources. Many hospitals …

Using machine learning to identify factors associated with practice location of the heathcare workforce

J Bounsanga, MS Lipsky, ES Hon… - Rural and Remote …, 2022 - search.informit.org
Introduction: Past studies examined factors associated with rural practice, but none
employed newer machine learning (ML) methods to explore potential predictors. The …

Deep learning for clinical decision-making and improved healthcare outcome

R Kabir, HZ Syed, D Vinnakota… - Deep Learning in …, 2023 - Elsevier
A subset of machine learning (ML) known as “deep learning”(DL) has gained popularity
recently as a result of advancements in the use of artificial neural networks, huge data, and …

[HTML][HTML] Fueling clinical and translational research in Appalachia: informatics platform approach

AA Cecchetti, N Bhardwaj, U Murughiyan… - JMIR Medical …, 2020 - medinform.jmir.org
Background: The Appalachian population is distinct, not just culturally and geographically
but also in its health care needs, facing the most health care disparities in the United States …

Healthcare analytics at a perioperative surgical home implemented community hospital

S Sridhar - 2022 - scholarworks.montana.edu
Abstract The Perioperative Surgical Home (PSH) is a novel patient-centric surgical system
developed by American Society of Anesthesiologists (ASA) to improve surgical outcomes …

[PDF][PDF] A Decade of Scientific Excellence: Celebrating the Marshall Journal of Medicine

DT Shah - Marshall Journal of Medicine, 2025 - mds.marshall.edu
Ten years ago, in 2015, the Marshall Journal of Medicine (MJM) embarked on a journey to
bridge the gap between science and society. Today, we celebrate a decade of success …

[PDF][PDF] Qualitative Analysis For Improving Healthcare Systems

MP Fousiya - 2019 - academia.edu
Addressing health and health inequities in underserved communities has been a missing
part of puzzle in Big Data Science. Every individuals should have the equal opportunity to …