Publications by authors named "Joseph Bae"

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Magnetic Resonance Imaging Radiomic Analysis of Radiation-Induced Morphea of the Breast: A Proof-of-Concept Study.
Jieying Wu, Joseph Bae, Chao Chen, Samuel Ryu, Daniel Lozeau

Adv Radiat Oncol· November 2025

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Spatial Radiomic Graphs for Outcome Prediction in Radiation Therapy-treated Head and Neck Squamous Cell Carcinoma Using Pretreatment CT.
Joseph Bae, Kartik Mani, Lukasz Czerwonka, Christopher Vanison, Samuel Ryu

Radiol Imaging Cancer· March 2025

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-New frontiers in domain-inspired radiomics and radiogenomics: increasing role of molecular diagnostics in CNS tumor classification and grading following WHO CNS-5 updates.
Gagandeep Singh, Annie Singh, Joseph Bae, Sunil Manjila, Vadim Spektor

Cancer Imaging· October 2024

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Correction: New frontiers in domain-inspired radiomics and radiogenomics: increasing role of molecular diagnostics in CNS tumor classification and grading following WHO CNS-5 updates.
Gagandeep Singh, Annie Singh, Joseph Bae, Sunil Manjila, Vadim Spektor

Cancer Imaging· October 2024

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Pretreatment Spatially Aware Magnetic Resonance Imaging Radiomics Can Predict Distant Brain Metastases (DBMs) After Stereotactic Radiosurgery/Radiation Therapy (SRS/SRT).
Joseph Bae, Kartik Mani, Ewa Zabrocka, Renee Cattell, Brian O'Grady

Adv Radiat Oncol· May 2024

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Enhancing Modality-Agnostic Representations via Meta-learning for Brain Tumor Segmentation.
Aishik Konwer, Xiaoling Hu, Joseph Bae, Xuan Xu, Chao Chen

Proc IEEE Int Conf Comput Vis· October 2023

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Token Sparsification for Faster Medical Image Segmentation.
Lei Zhou, Huidong Liu, Joseph Bae, Junjun He, Dimitris Samaras

Inf Process Med Imaging· June 2023

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Predicting Mechanical Ventilation and Mortality in COVID-19 Using Radiomics and Deep Learning on Chest Radiographs: A Multi-Institutional Study.
Joseph Bae, Saarthak Kapse, Gagandeep Singh, Rishabh Gattu, Syed Ali

Diagnostics (Basel)· September 2021

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Predicting Clinical Outcomes in COVID-19 using Radiomics and Deep Learning on Chest Radiographs: A Multi-Institutional Study.
Joseph Bae, Saarthak Kapse, Gagandeep Singh, Rishabh Gattu, Syed Ali

ArXiv· July 2021

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Effects of Prone Ventilation on Oxygenation, Inflammation, and Lung Infiltrates in COVID-19 Related Acute Respiratory Distress Syndrome: A Retrospective Cohort Study.
Rohit Khullar, Shrey Shah, Gagandeep Singh, Joseph Bae, Rishabh Gattu

J Clin Med· December 2020

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COVID-19 and ethnicity: A novel pathophysiological role for inflammation.
Abhinav Vepa, Joseph P Bae, Faheem Ahmed, Manish Pareek, Kamlesh Khunti

Diabetes Metab Syndr· September 2020

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Intensity-modulated radiotherapy for head-and-neck cancer in the community setting.
Steven Seung, Joseph Bae, Matthew Solhjem, Stephen Bader, David Gannett

Int J Radiat Oncol Biol Phys· November 2008

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