Three-dimensional dose prediction for lung IMRT patients with deep neural networks: robust learning from heterogeneous beam configurations
Barragán-Montero, Ana María, Nguyen, Dan, Lu, Weiguo, Lin, Mu-Han, Norouzi-Kandalan, Roya, Geets, Xavier, Sterpin, Edmond, Jiang, Steve
Published in Medical physics (Lancaster) (01.08.2019)
Published in Medical physics (Lancaster) (01.08.2019)
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Journal Article
Dose prediction with deep learning for prostate cancer radiation therapy: Model adaptation to different treatment planning practices
Kandalan, Roya Norouzi, Nguyen, Dan, Rezaeian, Nima Hassan, Barragán-Montero, Ana M., Breedveld, Sebastiaan, Namuduri, Kamesh, Jiang, Steve, Lin, Mu-Han
Published in Radiotherapy and oncology (01.12.2020)
Published in Radiotherapy and oncology (01.12.2020)
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Journal Article
DIVE-ART: A tool to guide clinicians towards dosimetrically informed volume editions of automatically segmented volumes in adaptive radiation therapy
Roberfroid, Benjamin, Lee, John A., Geets, Xavier, Sterpin, Edmond, Barragán-Montero, Ana M.
Published in Radiotherapy and oncology (01.03.2024)
Published in Radiotherapy and oncology (01.03.2024)
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Journal Article
Artificial intelligence and machine learning for medical imaging: A technology review
Barragán-Montero, Ana, Javaid, Umair, Valdés, Gilmer, Nguyen, Dan, Desbordes, Paul, Macq, Benoit, Willems, Siri, Vandewinckele, Liesbeth, Holmström, Mats, Löfman, Fredrik, Michiels, Steven, Souris, Kevin, Sterpin, Edmond, Lee, John A.
Published in Physica medica (01.03.2021)
Published in Physica medica (01.03.2021)
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Journal Article
Deep learning dose prediction for IMRT of esophageal cancer: The effect of data quality and quantity on model performance
Barragán-Montero, Ana M., Thomas, Melissa, Defraene, Gilles, Michiels, Steven, Haustermans, Karin, Lee, John A., Sterpin, Edmond
Published in Physica medica (01.03.2021)
Published in Physica medica (01.03.2021)
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Journal Article
Dosimetrically triggered adaptive radiotherapy for head and neck cancer: Considerations for the implementation of clinical protocols
Barragán-Montero, Ana M, Van Ooteghem, Geneviève, Dumont, Damien, Rivas, Sara Teruel, Sterpin, Edmond, Geets, Xavier
Published in Journal of applied clinical medical physics (01.11.2023)
Published in Journal of applied clinical medical physics (01.11.2023)
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Journal Article
Dosimetric evaluation of synthetic CT generated with GANs for MRI‐only proton therapy treatment planning of brain tumors
Kazemifar, Samaneh, Barragán Montero, Ana M., Souris, Kevin, Rivas, Sara T., Timmerman, Robert, Park, Yang K., Jiang, Steve, Geets, Xavier, Sterpin, Edmond, Owrangi, Amir
Published in Journal of applied clinical medical physics (01.05.2020)
Published in Journal of applied clinical medical physics (01.05.2020)
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Journal Article
Machine learning-based automatic proton therapy planning: Impact of post-processing and dose-mimicking in plan robustness
Borderias-Villarroel, Elena, Huet Dastarac, Margerie, Barragán-Montero, Ana María, Helander, Rasmus, Holmstrom, Mats, Geets, Xavier, Sterpin, Edmond
Published in Medical physics (Lancaster) (01.07.2023)
Published in Medical physics (Lancaster) (01.07.2023)
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Journal Article
Automated clinical decision support system with deep learning dose prediction and NTCP models to evaluate treatment complications in patients with esophageal cancer
Draguet, Camille, Barragán-Montero, Ana M., Vera, Macarena Chocan, Thomas, Melissa, Populaire, Pieter, Defraene, Gilles, Haustermans, Karin, Lee, John A., Sterpin, Edmond
Published in Radiotherapy and oncology (01.11.2022)
Published in Radiotherapy and oncology (01.11.2022)
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Journal Article
Accelerated robust optimization algorithm for proton therapy treatment planning
Buti, Gregory, Souris, Kevin, Barragán Montero, Ana M, Cohilis, Marie, Lee, John A, Sterpin, Edmond
Published in Medical physics (Lancaster) (01.07.2020)
Published in Medical physics (Lancaster) (01.07.2020)
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Journal Article
Towards a safe and efficient clinical implementation of machine learning in radiation oncology by exploring model interpretability, explainability and data-model dependency
Barragán-Montero, Ana, Bibal, Adrien, Dastarac, Margerie Huet, Draguet, Camille, Valdés, Gilmer, Nguyen, Dan, Willems, Siri, Vandewinckele, Liesbeth, Holmström, Mats, Löfman, Fredrik, Souris, Kevin, Sterpin, Edmond, Lee, John A
Published in Physics in medicine & biology (27.05.2022)
Published in Physics in medicine & biology (27.05.2022)
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Journal Article
Correlating Josephson supercurrents and Shiba states in quantum spins unconventionally coupled to superconductors
Küster, Felix, Montero, Ana M, Guimarães, Filipe S M, Brinker, Sascha, Lounis, Samir, Parkin, Stuart S P, Sessi, Paolo
Published in Nature communications (17.02.2021)
Published in Nature communications (17.02.2021)
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Journal Article
Comparison of Ethos template-based planning and AI-based dose prediction: General performance, patient optimality, and limitations
Roberfroid, Benjamin, Barragán-Montero, Ana M, Dechambre, David, Sterpin, Edmond, Lee, John A, Geets, Xavier
Published in Physica medica (01.12.2023)
Published in Physica medica (01.12.2023)
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Journal Article
Linear Energy Transfer Incorporated Spot-Scanning Proton Arc Therapy Optimization: A Feasibility Study
Li, Xiaoqiang, Ding, Xuanfeng, Zheng, Weili, Liu, Gang, Janssens, Guillaume, Souris, Kevin, Barragán-Montero, Ana M., Yan, Di, Stevens, Craig, Kabolizadeh, Peyman
Published in Frontiers in oncology (12.07.2021)
Published in Frontiers in oncology (12.07.2021)
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