Publications by authors named "Austin Castelo"

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Uncertainty-guided test-time optimization for personalizing segmentation models in longitudinal medical imaging.
Jaehee Chun, Austin Castelo, McKell Woodland, Caleb O'Connor, Mais Al Taie

Med Phys· January 2026

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Generative Modeling for Interpretable Anomaly Detection in Medical Imaging: Applications in Failure Detection and Data Curation.
McKell E Woodland, Mais Altaie, Caleb S O'Connor, Austin H Castelo, Olubunmi C Lebimoyo

Bioengineering (Basel)· October 2025

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Quantifying changes in ventilation for photon- and proton-treated patients according to dose and pneumonitis development.
Rebecca Lim, Tien Tang, Austin Castelo, Caleb O'Connor, Yulun He

medRxiv· August 2025

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Weekly changes in ventilation response for photon and proton lung cancer patients during radiotherapy.
Rebecca Lim, Caleb O'Connor, Joshua Pan, Tien T Tang, Austin H Castelo

medRxiv· August 2025

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Image-based mandibular and maxillary parcellation and annotation using computed tomography (IMPACT): a deep learning-based clinical tool for orodental dose estimation and osteoradionecrosis assessment.
Laia Humbert-Vidan, Austin H Castelo, Renjie He, Lisanne V van Dijk, Dong Joo Rhee

Phys Imaging Radiat Oncol· July 2025

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Image-based Mandibular and Maxillary Parcellation and Annotation using Computer Tomography (IMPACT): A Deep Learning-based Clinical Tool for Orodental Dose Estimation and Osteoradionecrosis Assessment.
Laia Humbert-Vidan, Austin H Castelo, Renjie He, Lisanne V van Dijk, Dong Joo Rhee

medRxiv· March 2025

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Dimensionality Reduction and Nearest Neighbors for Improving Out-of-Distribution Detection in Medical Image Segmentation.
McKell Woodland, Nihil Patel, Austin Castelo, Mais Al Taie, Mohamed Eltaher

J Mach Learn Biomed Imaging· October 2024

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Enhancing Surgical Guidance: Deep Learning-Based Liver Vessel Segmentation in Real-Time Ultrasound Video Frames.
Muhammad Awais, Mais Al Taie, Caleb S O'Connor, Austin H Castelo, Belkacem Acidi

Cancers (Basel)· October 2024

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Feature Extraction for Generative Medical Imaging Evaluation: New Evidence Against an Evolving Trend.
McKell Woodland, Austin Castelo, Mais Al Taie, Jessica Albuquerque Marques Silva, Mohamed Eltaher

Med Image Comput Comput Assist Interv· October 2024

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Fully automated deep learning based auto-contouring of liver segments and spleen on contrast-enhanced CT images.
Aashish C Gupta, Guillaume Cazoulat, Mais Al Taie, Sireesha Yedururi, Bastien Rigaud, Austin Castelo

Sci Rep· February 2024

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