Milan Toma - Publications, H-index & Citations

Milan Toma

New York Institute of Technology

19H指数

103论文数

1.3K被引数

收录论文 27

发表时间

Integrating Clinical Priorities into the Technical Validation of Machine Learning Classifiers: A Generalizable Framework Demonstrated on Opioid Misuse Screening 将临床优先事项整合到机器学习分类器的技术验证中：在阿片类药物滥用筛查中展示的可推广框架

Journal of Clinical Medicine

IF2.9

2026-09-18

OAAI

Jacob Washton; Milan Toma

A Feasibility and Acceptability Study of Virtual Reality-Based Training for Thoracic Spine Assessment: First-Year Osteopathic Medical Student Perceptions and Motivational Responses 基于虚拟现实训练的胸椎评估可行性与接受度研究：第一年整骨医学学生感知与动机反应

Bioengineered

IF4.2

2026-09-14

OAAI

Edward Piscitelli; Jerry Jose; Erum Ahmed; Rejath Jose; Milan Toma; Randy Stout; Sheldon Yao

Perspectives on the Limits and Clinical Alignment of Medical AI from Population Statistics to Individual Care 从人口统计学到个体化护理：对医疗人工智能的局限性与临床契合度的展望

Bioengineering-Basel

IF3.7

2026-09-06

OAAI

Milan Toma; David Yusupov

Multi-Stage Evaluation Framework for Identifying Deployment-Ready Prediabetes Prediction Models 多阶段评估框架用于识别部署就绪的糖尿病前期预测模型

Machine Learning and Knowledge Extraction

IF6

2026-08-05

OAAI

Michael Sher; Milan Toma

Nested Fluid–Structure Interaction Predictive Modeling of Fetal Brain Stress During Maternal Trauma 在母体创伤期间对胎儿脑部应力进行嵌套流体-结构相互作用预测建模

Biology

IF3.5

2026-05-11

OAAI

Jonathan Mayer; Molly Bekbolatova; Timothy Devine; Paula Ryo; Milan Toma

Behavioral Lifestyle Factors Versus Medical History in Determining the Predictive Power of Machine Learning-Based Obesity Classification 行为生活方式因素与病史在确定基于机器学习的肥胖分类预测能力中的作用

Technologies

IF3.6

2026-04-27

OAAI

Ann Murickan; Milan Toma

Learning Dynamics Analysis: Assessing Generalization of Machine Learning Models for Optical Coherence Tomography Multiclass Classification 学习动态分析：评估机器学习模型在光学相干层析成像多类分类中的泛化能力

Informatics

IF0

2026-03-03

OAAI

Michael Sher; David Remyes; Riah Sharma; Milan Toma

Editorial for “Predicting Breath Hold Task Compliance From Head Motion”“Predicting Breath Hold Task Compliance From Head Motion”的编辑评论

Journal of Magnetic Resonance Imaging

IF3.5

2025-09-10

PREAI

Milan Toma

Evaluating the Performance of DenseNet in ECG Report Automation 评估DenseNet在ECG报告自动化中的性能

ELECTRONICS

IF2.6

2025-04-30

OAAI

Husain, Gazi; Siddiqua, Ayesha; Toma, Milan

Electrocardiogram Abnormality Detection Using Machine Learning on Summary Data and Biometric Features 基于机器学习、摘要数据与生物特征的心电图异常检测

DIAGNOSTICS

IF3.3

2025-04-01

OAAI

Basco, Kennette James; Singh, Alana; Nasef, Daniel; Hartnett, Christina; Ruane, Michael; Tagliarino, Jason; Nizich, Michael; Toma, Milan

Clinical Applicability of Machine Learning Models for Binary and Multi-Class Electrocardiogram Classification 机器学习模型对二值和多类心电图分类的临床适用性

IF5

2025-03-14

OAAI

Nasef, Daniel; Nasef, Demarcus; Basco, Kennette James; Singh, Alana; Hartnett, Christina; Ruane, Michael; Tagliarino, Jason; Nizich, Michael; Toma, Milan

Haemodynamic changes in visceral hybrid repairs of type III and type V thoracoabdominal aortic aneurysms

SCIENTIFIC REPORTS

IF3.9

2023-08-23

OAAI

Ong, Chi Wei; Wee, Ian J. Y.; Toma, Milan; Cui, Fangsen; Xu, Xiao Yun; Richards, Arthur Mark; Leo, Hwa Liang; Choong, Andrew M. T. L.

Modeling Dynamics of the Cardiovascular System Using Fluid-Structure Interaction Methods

BIOLOGY-BASEL

IF3.5

2023-07-21

OAAI

Syed, Faiz; Khan, Sahar; Toma, Milan

Clinical Impact of Computational Heart Valve Models

MATERIALS

IF3.2

2022-05-05

OAAI

Toma, Milan; Singh-Gryzbon, Shelly; Frankini, Elisabeth; Wei, Zhenglun (Alan); Yoganathan, Ajit P.

Assessment of Abdominal Constrictor's Forces for Informing Computational Models of Orthostatic Hypotension

MATERIALS

IF3.2

2022-04-26

OAAI

Syed, Faiz; Jose, Rejath; Devine, Timothy; Coletti, Chris; Toma, Milan

Computational Biology: A New Frontier in Applied Biology

BIOLOGY-BASEL

IF3.5

2021-04-27

OAAI

Toma, Milan; Concu, Riccardo

Fluid-Structure Interaction Analyses of Biological Systems Using Smoothed-Particle Hydrodynamics 使用光滑粒子流体动力学对生物系统进行流体-结构相互作用分析

BIOLOGY-BASEL

IF3.5

2021-03-02

OAAI

Toma, Milan; Chan-Akeley, Rosalyn; Arias, Jonathan; Kurgansky, Gregory D.; Mao, Wenbin

Effect of Edge-to-Edge Mitral Valve Repair on Chordal Strain: Fluid-Structure Interaction Simulations

BIOLOGY-BASEL

IF3.5

2020-07-18

OAAI

Toma, Milan; Einstein, Daniel R.; Kohli, Keshav; Caroll, Sheridan L.; Bloodworth, Charles H.; Cochran, Richard P.; Kunzelman, Karyn S.; Yoganathan, Ajit P.

Development of a Computational Method for Simulating Tricuspid Valve Dynamics

ANNALS OF BIOMEDICAL ENGINEERING

IF5.4

2019-03-11

PREAI

Singh-Gryzbon, Shelly; Sadri, Vahid; Toma, Milan; Pierce, Eric L.; Wei, Zhenglun A.; Yoganathan, Ajit P.

Ex Vivo Methods for Informing Computational Models of the Mitral Valve

ANNALS OF BIOMEDICAL ENGINEERING

IF5.4

2016-10-03

OAAI

Bloodworth, Charles H.; Pierce, Eric L.; Easley, Thomas F.; Drach, Andrew; Khalighi, Amir H.; Toma, Milan; Jensen, Morten O.; Sacks, Michael S.; Yoganathan, Ajit P.

研究方向