Barbaros S. Erdal

Orcid: 0000-0003-3637-0102

According to our database1, Barbaros S. Erdal authored at least 29 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Transformer-Based Self-Supervised Learning for Histopathological Classification of Ischemic Stroke Clot Origin.
CoRR, 2024

2023
RAISE - Radiology AI Safety, an End-to-end lifecycle approach.
CoRR, 2023

Integration and Implementation Strategies for AI Algorithm Deployment with Smart Routing Rules and Workflow Management.
CoRR, 2023

Breast-Density Semantic Segmentation with Probability Scaling for BI-RADS Assessment using DeepLabV3.
Proceedings of the 14th ACM International Conference on Bioinformatics, 2023

2022
Current State of Community-Driven Radiological AI Deployment in Medical Imaging.
CoRR, 2022

MONAI: An open-source framework for deep learning in healthcare.
CoRR, 2022

A multi-reconstruction study of breast density estimation using Deep Learning.
CoRR, 2022

Impact of Concatenation of Digital Craniocaudal Mammography Images on a Deep-Learning Breast-Density Classifier Using Inception-V3 and ViT.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021
Artificial Intelligence to Assist in Exclusion of Coronary Atherosclerosis During CCTA Evaluation of Chest Pain in the Emergency Department: Preparing an Application for Real-world Use.
J. Digit. Imaging, 2021

Cascading Neural Network Methodology for Artificial Intelligence-Assisted Radiographic Detection and Classification of Lead-Less Implanted Electronic Devices within the Chest.
CoRR, 2021

Deep Learning Based Automatic Detection of Adequately Positioned Mammograms.
Proceedings of the Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health, 2021

2020
Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI.
IEEE J. Biomed. Health Informatics, 2020

Performance of a Deep Neural Network Algorithm Based on a Small Medical Image Dataset: Incremental Impact of 3D-to-2D Reformation Combined with Novel Data Augmentation, Photometric Conversion, or Transfer Learning.
J. Digit. Imaging, 2020

Deep Learning-Based Automatic Detection of Poorly Positioned Mammograms to Minimize Patient Return Visits for Repeat Imaging: A Real-World Application.
CoRR, 2020

Democratizing Artificial Intelligence in Healthcare: A Study of Model Development Across Two Institutions Incorporating Transfer Learning.
CoRR, 2020

Predicting Rate of Cognitive Decline at Baseline Using a Deep Neural Network with Multidata Analysis.
CoRR, 2020

Automated coronary artery atherosclerosis detection and weakly supervised localization on coronary CT angiography with a deep 3-dimensional convolutional neural network.
Comput. Medical Imaging Graph., 2020


Using Transfer Learning and Class Activation Maps Supporting Detection and Localization of Femoral Fractures on Anteroposterior Radiographs.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019
Coronary Artery Classification and Weakly Supervised Abnormality Localization on Coronary CT Angiography with 3-Dimensional Convolutional Neural Networks.
CoRR, 2019

Are Quantitative Features of Lung Nodules Reproducible at Different CT Acquisition and Reconstruction Parameters?
CoRR, 2019

2018
Radiology and Enterprise Medical Imaging Extensions (REMIX).
J. Digit. Imaging, 2018

2012
Dimensional Modeling at OSUWMC Information Warehouse Helped Pharmacists Track Activity and Inventory.
Proceedings of the AMIA 2012, 2012

2009
A Knowledge-Anchored Integrative Image Search and Retrieval System.
J. Digit. Imaging, 2009

Toward a Fully De-identified Biomedical Information Warehouse.
Proceedings of the AMIA 2009, 2009

2007
A Multi-metric Similarity Based Analysis of Microarray Data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007

2006
Information Mining Over Heterogeneous and High-Dimensional Time-Series Data in Clinical Trials Databases.
IEEE Trans. Inf. Technol. Biomed., 2006

An Indexing Scheme for Medical Free Text Searches: A Prototype.
Proceedings of the AMIA 2006, 2006

2004
A Time Series Analysis of Microarray Data.
Proceedings of the 4th IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2004), 2004


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