Leveraging physiology and artificial intelligence to deliver advancements in health care

A Zhang, Z Wu, E Wu, M Wu, MP Snyder… - Physiological …, 2023 - journals.physiology.org
Artificial intelligence in health care has experienced remarkable innovation and progress in
the last decade. Significant advancements can be attributed to the utilization of artificial …

[HTML][HTML] Standardized electronic health record data modeling and persistence: A comparative review

A Gamal, S Barakat, A Rezk - Journal of biomedical informatics, 2021 - Elsevier
With the extensive adoption of electronic health records (EHRs) by several healthcare
organizations, more efforts are needed to manage and utilize such massive, various, and …

Chronic kidney disease survival prediction with artificial neural networks

H Zhang, CL Hung, WCC Chu… - … on Bioinformatics and …, 2018 - ieeexplore.ieee.org
The main objective of this work is to investigate the performance of Artificial Neural Network
(ANN) models while applying to the survivability prediction on Chronic Kidney Disease …

One size does not fit all: querying web polystores

Y Khan, A Zimmermann, A Jha, V Gadepally… - Ieee …, 2019 - ieeexplore.ieee.org
Data retrieval systems are facing a paradigm shift due to the proliferation of specialized data
storage engines (SQL, NoSQL, Column Stores, MapReduce, Data Stream, and Graph) …

Context-based identification of muscle invasion status in patients with bladder cancer using natural language processing

R Yang, D Zhu, LE Howard, A De Hoedt… - JCO clinical cancer …, 2022 - ascopubs.org
PURPOSE Mortality from bladder cancer (BC) increases exponentially once it invades the
muscle, with inherent challenges delineating at the population level. We sought to develop …

[HTML][HTML] Patient Priorities Care Increases Long-Term Service and Support Use: Propensity Match Cohort Study

R Samper-Ternent, J Razjouyan, L Dindo… - Journal of the American …, 2024 - Elsevier
Objectives Patient priorities care (PPC) is an evidence-based approach designed to help
patients achieve what matters most to them by identifying their health priorities and working …

Version 0.1 of the bigdawg polystore system

V Gadepally, K OBrien, A Dziedzic, A Elmore… - arxiv preprint arxiv …, 2017 - arxiv.org
A polystore system is a database management system (DBMS) composed of integrated
heterogeneous database engines and multiple programming languages. By matching data …

[HTML][HTML] Measuring adoption of patient priorities–aligned care using natural language processing of electronic health records: development and validation of the …

J Razjouyan, J Freytag, L Dindo, L Kiefer… - JMIR Medical …, 2021 - medinform.jmir.org
Background: Patient Priorities Care (PPC) is a model of care that aligns health care
recommendations with priorities of older adults who have multiple chronic conditions …

BigDAWG version 0.1

V Gadepally, K O'Brien, A Dziedzic… - 2017 IEEE High …, 2017 - ieeexplore.ieee.org
A polystore system is a database management system composed of integrated
heterogeneous database engines and multiple programming languages. By matching data …

Polyflow: A soa for analyzing workflow heterogeneous provenance data in distributed environments

Y Mendes, R Braga, V Ströele… - Proceedings of the XV …, 2019 - dl.acm.org
In the last decade the (big) data-driven science paradigm became a wide-spread reality.
However, this approach has some limitations such as a performance dependency on the …