Gyorgy Simon

Gyorgy Simon

University of Minnesota-Twin Cities

H-index: 25

North America-United States

About Gyorgy Simon

Gyorgy Simon, With an exceptional h-index of 25 and a recent h-index of 18 (since 2020), a distinguished researcher at University of Minnesota-Twin Cities, specializes in the field of Data mining, health informatics, biostatistics, healthcare.

His recent articles reflect a diverse array of research interests and contributions to the field:

From “Human versus Machine” to “Human with Machine”

Principles of Rigorous Development and of Appraisal of ML and AI Methods and Systems

The Development Process and Lifecycle of Clinical Grade and Other Safety and Performance-Sensitive AI/ML Models

Foundations and Properties of AI/ML Systems

Artificial Intelligence (AI) and Machine Learning (ML) for healthcare and health sciences: the need for best practices enabling trust in AI and ML

An Appraisal and Operating Characteristics of Major ML Methods Applicable in Healthcare and Health Science

Data Design in Biomedical AI/ML

Synthesis of Recommendations, Open Problems and the Study of BPs

Gyorgy Simon Information

University

Position

Mayo Clinic

Citations(all)

2411

Citations(since 2020)

1646

Cited By

1421

hIndex(all)

25

hIndex(since 2020)

18

i10Index(all)

48

i10Index(since 2020)

34

Email

University Profile Page

Google Scholar

Gyorgy Simon Skills & Research Interests

Data mining

health informatics

biostatistics

healthcare

Top articles of Gyorgy Simon

From “Human versus Machine” to “Human with Machine”

2024/3/5

Gyorgy Simon
Gyorgy Simon

H-Index: 17

Principles of Rigorous Development and of Appraisal of ML and AI Methods and Systems

2024/3/5

Gyorgy Simon
Gyorgy Simon

H-Index: 17

The Development Process and Lifecycle of Clinical Grade and Other Safety and Performance-Sensitive AI/ML Models

2024/3/5

Gyorgy Simon
Gyorgy Simon

H-Index: 17

Foundations and Properties of AI/ML Systems

2024/3/5

Gyorgy Simon
Gyorgy Simon

H-Index: 17

Artificial Intelligence (AI) and Machine Learning (ML) for healthcare and health sciences: the need for best practices enabling trust in AI and ML

Annals of Medical and Health Science Research

2021

An Appraisal and Operating Characteristics of Major ML Methods Applicable in Healthcare and Health Science

2024/3/5

Gyorgy Simon
Gyorgy Simon

H-Index: 17

Data Design in Biomedical AI/ML

2024/3/5

Gyorgy Simon
Gyorgy Simon

H-Index: 17

Synthesis of Recommendations, Open Problems and the Study of BPs

2024/3/5

Gyorgy Simon
Gyorgy Simon

H-Index: 17

Characterizing, Diagnosing and Managing the Risk of Error of ML & AI Models in Clinical and Organizational Application

2024/3/5

Jinhua Wang
Jinhua Wang

H-Index: 31

Gyorgy Simon
Gyorgy Simon

H-Index: 17

Lessons Learned from Historical Failures, Limitations and Successes of AI/ML in Healthcare and the Health Sciences. Enduring Problems, and the Role of Best Practices

2024/3/5

Gyorgy Simon
Gyorgy Simon

H-Index: 17

Overfitting, Underfitting and General Model Overconfidence and Under-Performance Pitfalls and Best Practices in Machine Learning and AI

2024/3/5

Gyorgy Simon
Gyorgy Simon

H-Index: 17

Data Preparation, Transforms, Quality, and Management

2024/3/5

Steven G Johnson
Steven G Johnson

H-Index: 9

Gyorgy Simon
Gyorgy Simon

H-Index: 17

Regulatory Aspects and Ethical Legal Societal Implications (ELSI)

2024/3/5

Steven G Johnson
Steven G Johnson

H-Index: 9

Gyorgy Simon
Gyorgy Simon

H-Index: 17

Machine Learning for Risk Prediction of Recurrent AKI in Adult Patients After Hospital Discharge

Studies in health technology and informatics

2024/1/25

Gyorgy Simon
Gyorgy Simon

H-Index: 17

Artificial Intelligence and Machine Learning in Health Care and Medical Sciences: Best Practices and Pitfalls

Bioinformatics Tools for Pharmaceutical Drug Product Development

2023/2/27

Decision Support System Detecting Patients at Risk of Prolonged QT and Associated Mortality.

Studies in health technology and informatics

2024/1/1

Gyorgy Simon
Gyorgy Simon

H-Index: 17

Validation of a proprietary deterioration index model and performance in hospitalized adults

JAMA Network Open

2023/7/3

Adarsh Ravishankar
Adarsh Ravishankar

H-Index: 3

Gyorgy Simon
Gyorgy Simon

H-Index: 17

Causal Structure Learning from Imperfect Longitudinal Data in Healthcare

2023/6/26

Psychosocial problems and high amount of opioid administration are associated with opioid dependence and abuse after first exposure for chronic pain patients

Addictive Behaviors

2023/6/1

Gyorgy Simon
Gyorgy Simon

H-Index: 17

Lisiane Pruinelli
Lisiane Pruinelli

H-Index: 11

Changes of Cholesterol and Cardiovascular Risk Before and After Initiation of Statin Therapy

Endocrine Abstracts

2023/5/2

Gyorgy Simon
Gyorgy Simon

H-Index: 17

See List of Professors in Gyorgy Simon University(University of Minnesota-Twin Cities)