Barbaros S. Erdal

WinnMed — United States

Medicine · Health Sciences

16h-index1.3kcitations64works2.32yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Radiomics and Machine Learning in Medical Imaging(19), AI in cancer detection(15), Artificial Intelligence in Healthcare and Education(15), Advanced X-ray and CT Imaging(12), Digital Radiography and Breast Imaging(11)

Publications63 total

State and Diffusion of National Institutes of Health Funding of AI in Radiology
Journal of Imaging Informatics in Medicine·2026
Artificial intelligence improves detection and classification of pulmonary venous hypertension related to left ventricular diastolic dysfunction by chest radiography
Scientific Reports·2025Open Access
Automated Prediction of Radiological Protocols Using Retrieval Augmented Generation
2025Open Access
Correlation of Automated Adaptive Thresholding for Inspiratory Mosaic and Expiratory Air Trapping on Chest CT With Pulmonary Function Tests
Journal of Computer Assisted Tomography·2025
Current State of Community-Driven Radiological AI Deployment in Medical Imaging
JMIR AI·2024· 14 citedOpen Access
Transformer-Based Self-Supervised Learning for Histopathological Classification of Ischemic Stroke Clot Origin
arXiv (Cornell University)·2024Open Access
Current State of Community-Driven Radiological AI Deployment in Medical Imaging (Preprint)
2023· 2 citedOpen Access
RAISE -- Radiology AI Safety, an End-to-end lifecycle approach
arXiv (Cornell University)·2023· 1 citedOpen Access
Integration and Implementation Strategies for AI Algorithm Deployment with Smart Routing Rules and Workflow Management: A Reference Implementation (Preprint)
2023· 2 citedOpen Access
Integration and Implementation Strategies for AI Algorithm Deployment with Smart Routing Rules and Workflow Management
arXiv (Cornell University)·2023· 2 citedOpen Access
AI Algorithm Deployment and Utilization: Strategies to Facilitate Clinical Workflow Implementation and Integration
2023· 1 citedOpen Access
Breast-Density Semantic Segmentation with Probability Scaling for BI-RADS Assessment using DeepLabV3
2023· 1 citedOpen Access
Greater burden of white matter lesions and silent infarcts ipsilateral to carotid stenosis
Journal of Stroke and Cerebrovascular Diseases·2023· 4 cited
Current State of Community-Driven Radiological AI Deployment in Medical Imaging
arXiv (Cornell University)·2022· 4 citedOpen Access
Impact of Concatenation of Digital Craniocaudal Mammography Images on a Deep-Learning Breast-Density Classifier Using Inception-V3 and ViT
2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)·2022· 1 cited
MONAI: An open-source framework for deep learning in healthcare
arXiv (Cornell University)·2022· 422 citedOpen Access
Pre-deployment assessment of an AI model to assist radiologists in chest X-ray detection and identification of lead-less implanted electronic devices for pre-MRI safety screening: realized implementation needs and proposed operational solutions
Journal of Medical Imaging·2022· 4 citedOpen Access
Trends and Predictors of Imaging Utilization by Modality within an Academic Health System's Active Patient Population
Current Problems in Diagnostic Radiology·2022· 1 cited
A multi-reconstruction study of breast density estimation using Deep Learning
arXiv (Cornell University)·2022· 1 citedOpen Access
Automatic detection of decreased ejection fraction and left ventricular hypertrophy on 4D cardiac CTA: Use of artificial intelligence with transfer learning to facilitate multi-site operations
Intelligence-Based Medicine·2022· 1 citedOpen Access
page 1 of 4Next →

Frequent Co-authors

Mutlu Demirer(21), Luciano M. Prevedello(20), Richard White(20), Vikash Gupta(20), Richard D. White(14), Matthew Bigelow(12), Vedat Yildiz(8), Brad Genereaux(7), Vikas Gupta(7), Sema Candemir(7), Jeffrey Hawley(7), Mona G. Flores(6), M. Jorge Cardoso(5), David Bericat(5), Sébastien Ourselin(5), Engin Dikici(5), Ming Melvin Qin(5), Clayton R. Taylor(5), Eric Kerfoot(4), Ralf Floca(4)