Applications and limitations of machine learning in radiation oncology
Jarrett, Daniel, Stride, Eleanor, Vallis, Katherine, Gooding, Mark J
Published in British journal of radiology (01.08.2019)
Published in British journal of radiology (01.08.2019)
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Improving automatic delineation for head and neck organs at risk by Deep Learning Contouring
van Dijk, Lisanne V., Van den Bosch, Lisa, Aljabar, Paul, Peressutti, Devis, Both, Stefan, J.H.M. Steenbakkers, Roel, Langendijk, Johannes A., Gooding, Mark J., Brouwer, Charlotte L.
Published in Radiotherapy and oncology (01.01.2020)
Published in Radiotherapy and oncology (01.01.2020)
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An Evaluation of Atlas Selection Methods for Atlas-Based Automatic Segmentation in Radiotherapy Treatment Planning
Schipaanboord, Bas, Boukerroui, Djamal, Peressutti, Devis, van Soest, Johan, Lustberg, Tim, Dekker, Andre, Elmpt, Wouter van, Gooding, Mark J.
Published in IEEE transactions on medical imaging (01.11.2019)
Published in IEEE transactions on medical imaging (01.11.2019)
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Evaluation of 2D and 3D ultrasound tracking algorithms and impact on ultrasound-guided liver radiotherapy margins
De Luca, Valeria, Banerjee, Jyotirmoy, Hallack, Andre, Kondo, Satoshi, Makhinya, Maxim, Nouri, Daniel, Royer, Lucas, Cifor, Amalia, Dardenne, Guillaume, Goksel, Orcun, Gooding, Mark J, Klink, Camiel, Krupa, Alexandre, Le Bras, Anthony, Marchal, Maud, Moelker, Adriaan, Niessen, Wiro J, Papiez, Bartlomiej W, Rothberg, Alex, Schnabel, Julia, van Walsum, Theo, Harris, Emma, Lediju Bell, Muyinatu A, Tanner, Christine
Published in Medical physics (Lancaster) (01.11.2018)
Published in Medical physics (Lancaster) (01.11.2018)
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External validation of deep learning-based contouring of head and neck organs at risk
Brunenberg, Ellen J.L., Steinseifer, Isabell K., van den Bosch, Sven, Kaanders, Johannes H.A.M., Brouwer, Charlotte L., Gooding, Mark J., van Elmpt, Wouter, Monshouwer, René
Published in Physics and imaging in radiation oncology (01.07.2020)
Published in Physics and imaging in radiation oncology (01.07.2020)
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Assessment of manual adjustment performed in clinical practice following deep learning contouring for head and neck organs at risk in radiotherapy
Brouwer, Charlotte L., Boukerroui, Djamal, Oliveira, Jorge, Looney, Padraig, Steenbakkers, Roel J.H.M., Langendijk, Johannes A., Both, Stefan, Gooding, Mark J.
Published in Physics and imaging in radiation oncology (01.10.2020)
Published in Physics and imaging in radiation oncology (01.10.2020)
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Real-world analysis of manual editing of deep learning contouring in the thorax region
Vaassen, Femke, Boukerroui, Djamal, Looney, Padraig, Canters, Richard, Verhoeven, Karolien, Peeters, Stephanie, Lubken, Indra, Mannens, Jolein, Gooding, Mark J., van Elmpt, Wouter
Published in Physics and imaging in radiation oncology (01.04.2022)
Published in Physics and imaging in radiation oncology (01.04.2022)
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Segmentation-guided multi-modal registration of liver images for dose estimation in SIRT
Tang, Xikai, Jafargholi Rangraz, Esmaeel, Heeren, Richard’s, Coudyzer, Walter, Maleux, Geert, Baete, Kristof, Verslype, Chris, Gooding, Mark J., Deroose, Christophe M., Nuyts, Johan
Published in EJNMMI physics (25.01.2022)
Published in EJNMMI physics (25.01.2022)
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Machine learning-based detection of aberrant deep learning segmentations of target and organs at risk for prostate radiotherapy using a secondary segmentation algorithm
Claessens, Michaël, Vanreusel, Verdi, De Kerf, Geert, Mollaert, Isabelle, Löfman, Fredrik, Gooding, Mark J, Brouwer, Charlotte, Dirix, Piet, Verellen, Dirk
Published in Physics in medicine & biology (27.05.2022)
Published in Physics in medicine & biology (27.05.2022)
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Beyond automatic medical image segmentation—the spectrum between fully manual and fully automatic delineation
Trimpl, Michael J, Primakov, Sergey, Lambin, Philippe, Stride, Eleanor P J, Vallis, Katherine A, Gooding, Mark J
Published in Physics in medicine & biology (21.06.2022)
Published in Physics in medicine & biology (21.06.2022)
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Comparative evaluation of autocontouring in clinical practice: A practical method using the Turing test
Gooding, Mark J, Smith, Annamarie J, Tariq, Maira, Aljabar, Paul, Peressutti, Devis, van der Stoep, Judith, Reymen, Bart, Emans, Daisy, Hattu, Djoya, van Loon, Judith, de Rooy, Maud, Wanders, Rinus, Peeters, Stephanie, Lustberg, Tim, van Soest, Johan, Dekker, Andre, van Elmpt, Wouter
Published in Medical physics (Lancaster) (01.11.2018)
Published in Medical physics (Lancaster) (01.11.2018)
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Whole liver segmentation based on deep learning and manual adjustment for clinical use in SIRT
Tang, Xikai, Jafargholi Rangraz, Esmaeel, Coudyzer, Walter, Bertels, Jeroen, Robben, David, Schramm, Georg, Deckers, Wies, Maleux, Geert, Baete, Kristof, Verslype, Chris, Gooding, Mark J., Deroose, Christophe M., Nuyts, Johan
Published in European journal of nuclear medicine and molecular imaging (01.11.2020)
Published in European journal of nuclear medicine and molecular imaging (01.11.2020)
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Is full-automation in radiotherapy treatment planning ready for take off?
Callens, Dylan, Malone, Ciaran, Carver, Antony, Fiandra, Christian, Gooding, Mark J., Korreman, Stine S., Matos Dias, Joana, Popple, Richard A., Rocha, Humberto, Crijns, Wouter, Cardenas, Carlos E.
Published in Radiotherapy and oncology (01.12.2024)
Published in Radiotherapy and oncology (01.12.2024)
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Fully automated radiotherapy treatment planning: A scan to plan challenge
Gooding, Mark J., Aluwini, Shafak, Guerrero Urbano, Teresa, McQuinlan, Yasmin, Om, Deborah, Staal, Floor H.E., Perennec, Tanguy, Azzarouali, Sana, Cardenas, Carlos E., Carver, Antony, Korreman, Stine Sofia, Bibault, Jean-Emmanuel
Published in Radiotherapy and oncology (01.11.2024)
Published in Radiotherapy and oncology (01.11.2024)
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Deep learning-assisted interactive contouring of lung cancer: Impact on contouring time and consistency
Trimpl, Michael J., Campbell, Sorcha, Panakis, Niki, Ajzensztejn, Daniel, Burke, Emma, Ellis, Shawn, Johnstone, Philippa, Doyle, Emma, Towers, Rebecca, Higgins, Geoffrey, Bernard, Claire, Hustinx, Roland, Vallis, Katherine A., Stride, Eleanor P.J., Gooding, Mark J.
Published in Radiotherapy and oncology (01.11.2024)
Published in Radiotherapy and oncology (01.11.2024)
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Interactive contouring through contextual deep learning
Trimpl, Michael J., Boukerroui, Djamal, Stride, Eleanor P. J., Vallis, Katherine A., Gooding, Mark J.
Published in Medical physics (Lancaster) (01.06.2021)
Published in Medical physics (Lancaster) (01.06.2021)
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