The Intersection of Technology and Humanity: Exploring the Ethics and Potential of Artificial Intelligence in Medicine DOI Creative Commons
Byung‐Jo Kim

Journal of Clinical Neurology, Journal Year: 2023, Volume and Issue: 19(3), P. 215 - 215

Published: Jan. 1, 2023

Language: Английский

Predicting Parkinson’s Disease Using a Deep-Learning Algorithm to Analyze Prodromal Medical and Prescription Data DOI Creative Commons
Yong-Wan Koo, Minki Kim, Woong‐Woo Lee

et al.

Journal of Clinical Neurology, Journal Year: 2025, Volume and Issue: 21(1), P. 21 - 21

Published: Jan. 1, 2025

Parkinson's disease (PD) is characterized by various prodromal symptoms, and these symptoms are mostly investigated retrospectively. While some such as rapid eye movement sleep behavior disorder highly specific, others common. This makes it challenging to predict those at risk of PD based solely on less-specific symptoms. The prediction accuracy when using only can be improved analyzing the vast amount information available sophisticated deep-learning techniques. study aimed improve performance deep-learning-based screening in detecting medical-claims data, including prescription information. We sampled 820 patients 8,200 age- sex-matched non-PD controls from Korean National Health Insurance cohort data. A algorithm was developed combinations diagnostic codes, medication periods. During period year -3 0, predicting codes yielded a high 0.937. Adding for same did not increase (0.931-0.935). For earlier (year -6 -3), decreased 0.890 codes. inclusion all medication-codes data increased that markedly 0.922. both effective PD. Developing surveillance system with automatically collected developing could cost-effective. approach streamline process disease-modifying drugs focusing most-appropriate candidates accurate tests.

Language: Английский

Citations

2
The Potential of ChatGPT to Transform Healthcare and Address Ethical Challenges in Artificial Intelligence-Driven Medicine DOI Creative Commons
Partha Pratim Ray, Poulami Majumder

Journal of Clinical Neurology, Journal Year: 2023, Volume and Issue: 19(5), P. 509 - 509

Published: Jan. 1, 2023

Language: Английский

Citations

16
Digital Healthcare in Future Medicine: From Research to Clinical Practice in Neurology DOI Creative Commons
Jung Bin Kim, Byung‐Jo Kim

Journal of Clinical Neurology, Journal Year: 2025, Volume and Issue: 21(2), P. 93 - 93

Published: Jan. 1, 2025

Language: Английский

Citations

0
Enhanced real-time Parkinson’s disease monitoring and severity prediction using a multi-faceted deep learning approach DOI Creative Commons

Marreddy Naga Sabari,

Deepak Ch

Systems Science & Control Engineering, Journal Year: 2025, Volume and Issue: 13(1)

Published: March 18, 2025

Language: Английский

Citations

0
A computational deep learning approach for establishing long-term declarative episodic memory through one-shot learning DOI
Yousef Alhwaiti, Ibrahim Alrashdi, Irshad Ahmad

et al.

Computers in Human Behavior, Journal Year: 2024, Volume and Issue: 156, P. 108213 - 108213

Published: March 26, 2024

Language: Английский

Citations

2
The Intersection of Technology and Humanity: Exploring the Ethics and Potential of Artificial Intelligence in Medicine DOI Creative Commons
Byung‐Jo Kim

Journal of Clinical Neurology, Journal Year: 2023, Volume and Issue: 19(3), P. 215 - 215

Published: Jan. 1, 2023

Language: Английский

Citations

6