Publications by authors named "Yashbir Singh"

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Deep learning analysis of MRI accurately detects early-stage perihilar cholangiocarcinoma in patients with primary sclerosing cholangitis.
Yashbir Singh, John E Eaton, Sudhakar K Venkatesh, Christopher L Welle, Byron Smith

Hepatology· January 2026

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Critical dialogue: Can AI-based imaging predict tumor biology? Infer metastasis, microvascular invasion, and growth patterns from pixels.
Yashbir Singh, Gregory J Gores, Jesper B Andersen, Sara Salehi, Bradley J Erickson

Insights Imaging· November 2025

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Reply: From risk alert to decision support: Enhancing the clinical value of the AI model for cholangiocarcinoma.
Yashbir Singh, John E Eaton, Bradley J Erickson, Gregory J Gores

Hepatology· November 2025

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Beyond Single Systems: How Multi-Agent AI Is Reshaping Ethics in Radiology.
Sara Salehi, Yashbir Singh, Parnian Habibi, Bradley J Erickson

Bioengineering (Basel)· October 2025

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Advancing Early Detection of Chronic Obstructive Pulmonary Disease Using Generative AI.
Quincy A Hathaway, Yashbir Singh

Radiol Artif Intell· September 2025

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Large-Scale CT Dataset with Complete Phase Coverage Advances Primary Liver Cancer AI Diagnostics.
Yashbir Singh

Radiol Imaging Cancer· September 2025

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Beyond Post hoc Explanations: A Comprehensive Framework for Accountable AI in Medical Imaging Through Transparency, Interpretability, and Explainability.
Yashbir Singh, Quincy A Hathaway, Varekan Keishing, Sara Salehi, Yujia Wei

Bioengineering (Basel)· August 2025

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Leveraging Multimodal Foundation Models in Biliary Tract Cancer Research.
Yashbir Singh, Jesper B Andersen, Quincy A Hathaway, Diana V Vera-Garcia, Varekan Keishing

Tomography· August 2025

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Correction: Checklist for Reproducibility of Deep Learning in Medical Imaging.
Mana Moassefi, Yashbir Singh, Gian Marco Conte, Bardia Khosravi, Pouria Rouzrokh

J Imaging Inform Med· June 2025

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Quantifying the Unknowns of Plaque Morphology: The Role of Topological Uncertainty in Coronary Artery Disease.
Yashbir Singh, Quincy A Hathaway, Karthik Dinakar, Leslee J Shaw, Bradley Erickson

Mayo Clin Proc Digit Health· June 2025

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Topological Data Analysis in the Assessment of Coronary Atherosclerosis: A Comprehensive Narrative Review.
Yashbir Singh, Quincy A Hathaway, Colleen Farrelly, Matthew J Budoff, Bradley Erickson

Mayo Clin Proc Digit Health· June 2025

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Beyond the Black Box: Explainable AI Transforms Hepatocellular Carcinoma Diagnosis at MRI.
Yashbir Singh, Gregory J Gores, Bradley J Erickson

Radiol Imaging Cancer· May 2025

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Comprehensive Segmentation of Gray Matter Structures on T1-Weighted Brain MRI: A Comparative Study of Convolutional Neural Network, Convolutional Neural Network Hybrid-Transformer or -Mamba Architectures.
Yujia Wei, Jaidip Manikrao Jagtap, Yashbir Singh, Bardia Khosravi, Jason Cai

AJNR Am J Neuroradiol· April 2025

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Deep learning-based uncertainty quantification for quality assurance in hepatobiliary imaging-based techniques.
Yashbir Singh, Jesper B Andersen, Quincy Hathaway, Sudhakar K Venkatesh, Gregory J Gores

Oncotarget· April 2025

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AI-Powered Object Detection in Radiology: Current Models, Challenges, and Future Direction.
Abdussalam Elhanashi, Sergio Saponara, Qinghe Zheng, Nawal Almutairi, Yashbir Singh

J Imaging· April 2025

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Unraveling the Invisible: Topological Data Analysis as the New Frontier in Radiology's Diagnostic Arsenal.
Yashbir Singh, Emilio Quaia

Tomography· January 2025

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Beyond the hype: Navigating bias in AI-driven cancer detection.
Yashbir Singh, Heenaben Patel, Diana V Vera-Garcia, Quincy A Hathaway, Deepa Sarkar

Oncotarget· November 2024

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Mitigating bias in radiology: The promise of topological data analysis and simplicial complexes.
Yashbir Singh, Colleen Farrelly, Quincy A Hathaway, Gunnar Carlsson

Oncotarget· November 2024

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Persistence landscapes: Charting a path to unbiased radiological interpretation.
Yashbir Singh, Colleen Farrelly, Quincy A Hathaway, Gunnar Carlsson

Oncotarget· November 2024

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Persistence barcodes: A novel approach to reducing bias in radiological analysis.
Yashbir Singh, Colleen Farrelly, Quincy A Hathaway, Gunnar Carlsson

Oncotarget· November 2024

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Visualizing radiological data bias through persistence images.
Yashbir Singh, Colleen Farrelly, Quincy A Hathaway, Gunnar Carlsson

Oncotarget· November 2024

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Computed tomography-based radiomics and body composition model for predicting hepatic decompensation.
Yashbir Singh, John E Eaton, Sudhakar K Venkatesh, Bradley J Erickson

Oncotarget· November 2024

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Feature Reviews for Tomography 2023.
Yashbir Singh, Emilio Quaia

Tomography· October 2024

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Generative AI in oncological imaging: Revolutionizing cancer detection and diagnosis.
Yashbir Singh, Quincy A Hathaway, Bradley J Erickson

Oncotarget· September 2024

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Deep Learning-Based Prediction of Hepatic Decompensation in Patients With Primary Sclerosing Cholangitis With Computed Tomography.
Yashbir Singh, Shahriar Faghani, John E Eaton, Sudhakar K Venkatesh, Bradley J Erickson

Mayo Clin Proc Digit Health· September 2024

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