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Application of Deep Learning in Breast Cancer Imaging
Balkenende, Luuk, Teuwen, Jonas, Mann, Ritse M.
Published in Seminars in nuclear medicine (01.09.2022)
Published in Seminars in nuclear medicine (01.09.2022)
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State-of-the-Art Deep Learning in Cardiovascular Image Analysis
Litjens, Geert, Ciompi, Francesco, Wolterink, Jelmer M., de Vos, Bob D., Leiner, Tim, Teuwen, Jonas, Išgum, Ivana
Published in JACC. Cardiovascular imaging (01.08.2019)
Published in JACC. Cardiovascular imaging (01.08.2019)
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Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction
Muckley, Matthew J., Riemenschneider, Bruno, Radmanesh, Alireza, Kim, Sunwoo, Jeong, Geunu, Ko, Jingyu, Jun, Yohan, Shin, Hyungseob, Hwang, Dosik, Mostapha, Mahmoud, Arberet, Simon, Nickel, Dominik, Ramzi, Zaccharie, Ciuciu, Philippe, Starck, Jean-Luc, Teuwen, Jonas, Karkalousos, Dimitrios, Zhang, Chaoping, Sriram, Anuroop, Huang, Zhengnan, Yakubova, Nafissa, Lui, Yvonne W., Knoll, Florian
Published in IEEE transactions on medical imaging (01.09.2021)
Published in IEEE transactions on medical imaging (01.09.2021)
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Automatic breast lesion detection in ultrafast DCE‐MRI using deep learning
Ayatollahi, Fazael, Shokouhi, Shahriar B., Mann, Ritse M., Teuwen, Jonas
Published in Medical physics (Lancaster) (01.10.2021)
Published in Medical physics (Lancaster) (01.10.2021)
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Impact of artificial intelligence support on accuracy and reading time in breast tomosynthesis image interpretation: a multi-reader multi-case study
van Winkel, Suzanne L., Rodríguez-Ruiz, Alejandro, Appelman, Linda, Gubern-Mérida, Albert, Karssemeijer, Nico, Teuwen, Jonas, Wanders, Alexander J. T., Sechopoulos, Ioannis, Mann, Ritse M.
Published in European radiology (01.11.2021)
Published in European radiology (01.11.2021)
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Automated Assessment of COVID-19 Reporting and Data System and Chest CT Severity Scores in Patients Suspected of Having COVID-19 Using Artificial Intelligence
Lessmann, Nikolas, Sánchez, Clara I., Beenen, Ludo, Boulogne, Luuk H., Brink, Monique, Calli, Erdi, Charbonnier, Jean-Paul, Dofferhoff, Ton, van Everdingen, Wouter M., Gerke, Paul K., Geurts, Bram, Gietema, Hester A., Groeneveld, Miriam, van Harten, Louis, Hendrix, Nils, Hendrix, Ward, Huisman, Henkjan J., Išgum, Ivana, Jacobs, Colin, Kluge, Ruben, Kok, Michel, Krdzalic, Jasenko, Lassen-Schmidt, Bianca, van Leeuwen, Kicky, Meakin, James, Overkamp, Mike, van Rees Vellinga, Tjalco, van Rikxoort, Eva M., Samperna, Riccardo, Schaefer-Prokop, Cornelia, Schalekamp, Steven, Scholten, Ernst Th, Sital, Cheryl, Stöger, J. Lauran, Teuwen, Jonas, Venkadesh, Kiran Vaidhya, de Vente, Coen, Vermaat, Marieke, Xie, Weiyi, de Wilde, Bram, Prokop, Mathias, van Ginneken, Bram
Published in Radiology (01.01.2021)
Published in Radiology (01.01.2021)
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An explainable longitudinal multi-modal fusion model for predicting neoadjuvant therapy response in women with breast cancer
Gao, Yuan, Ventura-Diaz, Sofia, Wang, Xin, He, Muzhen, Xu, Zeyan, Weir, Arlene, Zhou, Hong-Yu, Zhang, Tianyu, van Duijnhoven, Frederieke H., Han, Luyi, Li, Xiaomei, D’Angelo, Anna, Longo, Valentina, Liu, Zaiyi, Teuwen, Jonas, Kok, Marleen, Beets-Tan, Regina, Horlings, Hugo M., Tan, Tao, Mann, Ritse
Published in Nature communications (07.11.2024)
Published in Nature communications (07.11.2024)
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Differentiating benign and malignant mass and non-mass lesions in breast DCE-MRI using normalized frequency-based features
Ayatollahi, Fazael, Shokouhi, Shahriar B., Teuwen, Jonas
Published in International journal for computer assisted radiology and surgery (01.02.2020)
Published in International journal for computer assisted radiology and surgery (01.02.2020)
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Multi-Coil MRI Reconstruction Challenge—Assessing Brain MRI Reconstruction Models and Their Generalizability to Varying Coil Configurations
Beauferris, Youssef, Teuwen, Jonas, Karkalousos, Dimitrios, Moriakov, Nikita, Caan, Matthan, Yiasemis, George, Rodrigues, Lívia, Lopes, Alexandre, Pedrini, Helio, Rittner, Letícia, Dannecker, Maik, Studenyak, Viktor, Gröger, Fabian, Vyas, Devendra, Faghih-Roohi, Shahrooz, Kumar Jethi, Amrit, Chandra Raju, Jaya, Sivaprakasam, Mohanasankar, Lasby, Mike, Nogovitsyn, Nikita, Loos, Wallace, Frayne, Richard, Souza, Roberto
Published in Frontiers in neuroscience (06.07.2022)
Published in Frontiers in neuroscience (06.07.2022)
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Application of Machine Learning to Breast MR Imaging
Gullo, Roberto Lo, Veldhuizen, Vivien van, Roa, Tina, Kapetas, Panagiotis, Teuwen, Jonas, Pinker, Katja
Published in Magnetic Resonance in Medical Sciences (01.01.2025)
Published in Magnetic Resonance in Medical Sciences (01.01.2025)
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Evaluation of deep learning-based multiparametric MRI oropharyngeal primary tumor auto-segmentation and investigation of input channel effects: Results from a prospective imaging registry
Wahid, Kareem A., Ahmed, Sara, He, Renjie, van Dijk, Lisanne V., Teuwen, Jonas, McDonald, Brigid A., Salama, Vivian, Mohamed, Abdallah S.R., Salzillo, Travis, Dede, Cem, Taku, Nicolette, Lai, Stephen Y., Fuller, Clifton D., Naser, Mohamed A.
Published in Clinical and translational radiation oncology (01.01.2022)
Published in Clinical and translational radiation oncology (01.01.2022)
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Exploiting the Dixon Method for a Robust Breast and Fibro-Glandular Tissue Segmentation in Breast MRI
Samperna, Riccardo, Moriakov, Nikita, Karssemeijer, Nico, Teuwen, Jonas, Mann, Ritse M.
Published in Diagnostics (Basel) (11.07.2022)
Published in Diagnostics (Basel) (11.07.2022)
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Clinicopathological and prognostic value of calcification morphology descriptors in ductal carcinoma in situ of the breast: a systematic review and meta-analysis
van Leeuwen, Merle M., Doyle, Shannon, van den Belt–Dusebout, Alexandra W., van der Mierden, Stevie, Loo, Claudette E., Mann, Ritse M., Teuwen, Jonas, Wesseling, Jelle
Published in Insights into imaging (05.12.2023)
Published in Insights into imaging (05.12.2023)
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AI as an independent second reader in detection of clinically relevant breast cancers within a population-based screening programme in the Netherlands: a retrospective cohort study
van Winkel, Suzanne L, MSc, Peters, Jim, MSc, Janssen, Natasja, PhD, Kroes, Jaap, PhD, Loehrer, Elizabeth A, PhD, Gommers, Jessie, MSc, Sechopoulos, Ioannis, Prof, de Munck, Linda, PhD, Teuwen, Jonas, PhD, Broeders, Mireille, Prof, Karssemeijer, Nico, Prof, Mann, Ritse M, MD
Published in The Lancet. Digital health (23.07.2025)
Published in The Lancet. Digital health (23.07.2025)
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Application of deep learning on mammographies to discriminate between low and high-risk DCIS for patient participation in active surveillance trials
Alaeikhanehshir, Sena, Voets, Madelon M., van Duijnhoven, Frederieke H., lips, Esther H., Groen, Emma J., van Oirsouw, Marja C. J., Hwang, Shelley E., Lo, Joseph Y., Wesseling, Jelle, Mann, Ritse M., Teuwen, Jonas, Thompson, Alastair, Nik-Zainal, Serena, Sawyer, Elinor J., Davies, Helen, Futreal, Andrew, Navin, Nicholas, Hwang, E. Shelley, Jonkers, Jos, Rheenen, Jacco van, Behbod, Fariba, Schmidt, Marjanka, Wessels, Lodewyk F.A., Rea, Daniel, Bhattacharjee, Proteeti, Stobart, Hilary, Collyar, Deborah, Pinto, Donna, Verschuur, Ellen, Oirsouw, Marja van
Published in Cancer imaging (05.04.2024)
Published in Cancer imaging (05.04.2024)
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DeepSMILE: Contrastive self-supervised pre-training benefits MSI and HRD classification directly from H&E whole-slide images in colorectal and breast cancer
Schirris, Yoni, Gavves, Efstratios, Nederlof, Iris, Horlings, Hugo Mark, Teuwen, Jonas
Published in Medical image analysis (01.07.2022)
Published in Medical image analysis (01.07.2022)
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