Publications by authors named "Benjamin Kann"

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TissUnet: Improved extracranial tissue and cranium segmentation for children through adulthood.
Markiian Mandzak, Elvira Yang, Anna Zapaishchykova, Yu-Hui Chen, Lucas Heilbroner, Benjamin H Kann

Imaging Neurosci (Camb)· January 2026

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Automated Lymph Node and Extranodal Extension Assessment Improves Risk Stratification in Oropharyngeal Carcinoma.
Zezhong Ye, Reza Mojahed-Yazdi, Anna Zapaishchykova, Divyanshu Tak, Maryam Mahootiha, Benjamin H Kann

J Clin Oncol· December 2025

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FDG-PET Intensity Normalization Improves Radiomics-Based Survival Prediction in Patients with Oropharyngeal Cancer: A Comparison of the Standardized Uptake Value with Alternative Normalization Techniques.
Seyedmehdi Payabvash, Kariem Sharaf, Tal Zeevi, Moritz Gross, Amit Mahajan, Benjamin H Kann

AJNR Am J Neuroradiol· November 2025

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Artificial Intelligence for Response Assessment in Pediatric Neuro-Oncology (AI-RAPNO), part 1: review of the current state of the art.
Benjamin H Kann, Arastoo Vossough, Sarah C Brüningk, Ariana M Familiar, Mariam Aboian

Lancet Oncol· November 2025

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Artificial Intelligence for Response Assessment in Pediatric Neuro-Oncology (AI-RAPNO), part 2: challenges, opportunities, and recommendations for clinical translation.
Anahita Fathi Kazerooni, Ariana M Familiar, Mariam Aboian, Sarah C Brüningk, Arastoo Vossough, Benjamin H Kann

Lancet Oncol· November 2025

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FaceAge as a biomarker for prognosis and treatment stratification in large-scale oncology cohort.
Grace Lee, Fridolin Haugg, Dennis Bontempi, John He, Osbert Zalay, Benjamin H Kann

J Natl Cancer Inst· November 2025

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Clinical Validation and Prospective Deployment of an Automated Deep Learning-Based Coronary Segmentation and Cardiac Toxicity Risk Prediction System.
Christian V Guthier, Christopher E Kehayias, Cosmin Ciausu, Jordan O Gasho, John He, Benjamin H Kann

ArXiv· November 2025

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Artificial Intelligence Measured Tumor Burden and Pre-Treatment Circulating Tumor DNA in Human Papilloma Virus-Associated Oropharynx Cancer.
Mina Bakhtiar, Zezhong Ye, Jonathan D Schoenfeld, Homan Mohammadi, Jeffrey P Guenette, Benjamin H Kann

Head Neck· October 2025

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Ratio of PTV to normal lung volumes as a dosimetric predictor for lung metrics in peripheral lung SBRT.
Zhaohui Han, Ho Young Lee, Suhong Yu, Shu-Hui Hsu, Kelly J Fitzgerald, Benjamin H Kann

Med Dosim· October 2025

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Geriatric assessment among vulnerable older adults undergoing stereotactic body radiotherapy for early-stage non-small cell lung cancer.
Leah L Thompson, Sarah M Lipson, Jaewon Yoon, Caterina Florissi, Austin T Gregg, Benjamin Kann

J Geriatr Oncol· September 2025

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Interactive 3D segmentation for primary gross tumor volume in oropharyngeal cancer.
Mikko Saukkoriipi, Jaakko Sahlsten, Joel Jaskari, Lotta Orsmaa, Jari Kangas, Benjamin Kann

Sci Rep· August 2025

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Applications of artificial intelligence and advanced imaging in pediatric diffuse midline glioma.
Atlas Haddadi Avval, Suneel Banerjee, John Zielke, Benjamin H Kann, Sabine Mueller

Neuro Oncol· July 2025

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From Sim to Treat in Twenty Minutes With Your Artificial Intelligence Copilot.
Benjamin H Kann

Int J Radiat Oncol Biol Phys· July 2025

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Imaging biomarkers of ageing: a review of artificial intelligence-based approaches for age estimation.
Fridolin Haugg, Grace Lee, John He, Justin Johnson, Anna Zapaishchykova, Benjamin H Kann

Lancet Healthy Longev· July 2025

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Deep learning volumetrics reveal distinct clinical trajectories for pediatric low-grade gliomas under surveillance: A multicenter study.
Juan Carlos Climent Pardo, Anna Zapaishchykova, Aidan Boyd, Divyanshu Tak, John Zielke, Benjamin H Kann

Neurooncol Adv· July 2025

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Association of Sarcopenia With Toxicity and Survival in Patients With Lung Cancer, a Multi-Institutional Study With External Dataset Validation.
Anurag Saraf, John He, Kee-Young Shin, Jakob Weiss, Mark M Awad, Benjamin H Kann

Clin Lung Cancer· June 2025

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FaceAge, a deep learning system to estimate biological age from face photographs to improve prognostication: a model development and validation study.
Dennis Bontempi, Osbert Zalay, Danielle S Bitterman, Nicolai Birkbak, Derek Shyr, Benjamin H Kann

Lancet Digit Health· June 2025

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Artificial Intelligence for Head and Neck Squamous Cell Carcinoma: From Diagnosis to Treatment.
Bolin Song, Ipsa Yadav, Jillian C Tsai, Anant Madabhushi, Benjamin H Kann

Am Soc Clin Oncol Educ Book· June 2025

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Empowering Data Sharing in Neuroscience: A Deep Learning Deidentification Method for Pediatric Brain MRIs.
Ariana M Familiar, Neda Khalili, Nastaran Khalili, Cassidy Schuman, Evan Grove, Benjamin H Kann

AJNR Am J Neuroradiol· May 2025

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Longitudinal Risk Prediction for Pediatric Glioma with Temporal Deep Learning.
Divyanshu Tak, Biniam A Garomsa, Anna Zapaishchykova, Zezhong Ye, Sridhar Vajapeyam, Benjamin H Kann

NEJM AI· May 2025

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International multispecialty expert physician preoperative identification of extranodal extension in patients with oropharyngeal cancer using computed tomography: Prospective blinded human inter-observer performance evaluation.
Onur Sahin, Serageldin Kamel, Kareem A Wahid, Cem Dede, Nicolette Taku, Benjamin H Kann

Cancer· April 2025

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Multimodal deep learning improves recurrence risk prediction in pediatric low-grade gliomas.
Maryamalsadat Mahootiha, Divyanshu Tak, Zezhong Ye, Anna Zapaishchykova, Jirapat Likitlersuang, Benjamin H Kann

Neuro Oncol· January 2025

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A foundation model for generalized brain MRI analysis.
Divyanshu Tak, Biniam A Garomsa, Tafadzwa L Chaunzwa, Anna Zapaishchykova, Juan Carlos Climent Pardo, Benjamin H Kann

medRxiv· December 2024

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Delta radiomics to track radiation response in lung tumors receiving stereotactic magnetic resonance-guided radiotherapy.
Yining Zha, Zezhong Ye, Anna Zapaishchykova, John He, Shu-Hui Hsu, Benjamin H Kann

Phys Imaging Radiat Oncol· July 2024

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Artificial intelligence research in radiation oncology: a practical guide for the clinician on concepts and methods.
Frank J P Hoebers, Leonard Wee, Jirapat Likitlersuang, Raymond H Mak, Danielle S Bitterman, Benjamin H Kann

BJR Open· January 2024

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