Autoencoders for unsupervised anomaly segmentation in brain MR images: A comparative study von Baur, Christoph, Denner, Stefan, Wiestler, Benedikt, Navab, Nassir, Albarqouni, Shadi

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AggNet: Deep Learning From Crowds for Mitosis Detection in Breast Cancer Histology Images von Albarqouni, Shadi, Baur, Christoph, Achilles, Felix, Belagiannis, Vasileios, Demirci, Stefanie, Navab, Nassir

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The future of digital health with federated learning von Rieke, Nicola, Hancox, Jonny, Li, Wenqi, Milletarì, Fausto, Roth, Holger R., Albarqouni, Shadi, Bakas, Spyridon, Galtier, Mathieu N., Landman, Bennett A., Maier-Hein, Klaus, Ourselin, Sébastien, Sheller, Micah, Summers, Ronald M., Trask, Andrew, Xu, Daguang, Baust, Maximilian, Cardoso, M. Jorge

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Structure-Preserving Color Normalization and Sparse Stain Separation for Histological Images von Vahadane, Abhishek, Tingying Peng, Sethi, Amit, Albarqouni, Shadi, Lichao Wang, Baust, Maximilian, Steiger, Katja, Schlitter, Anna Melissa, Esposito, Irene, Navab, Nassir

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Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health: Third MICCAI Workshop, DART 2021, and First MICCAI Workshop, FAI... von Albarqouni, Shadi, Cardoso, M. Jorge, Dou, Qi, Kamnitsas, Konstantinos, Khanal, Bishesh, Rekik, Islem, Rieke, Nicola, Sheet, Debdoot, Tsaftaris, Sotirios, Xu, Daguang

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Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health: Third MICCAI Workshop, DeCaF 2022, and Second MICCAI Worksh... von Albarqouni, Shadi, Bakas, Spyridon, Bano, Sophia, Cardoso, M. Jorge, Khanal, Bishesh, Landman, Bennett, Li, Xiaoxiao, Qin, Chen, Rekik, Islem, Rieke, Nicola

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Capsule Networks Against Medical Imaging Data Challenges von Jiménez-Sánchez, Amelia, Albarqouni, Shadi, Mateus, Diana

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An objective comparison of detection and segmentation algorithms for artefacts in clinical endoscopy von Ali, Sharib, Zhou, Felix, Braden, Barbara, Bailey, Adam, Yang, Suhui, Cheng, Guanju, Zhang, Pengyi, Li, Xiaoqiong, Kayser, Maxime, Soberanis-Mukul, Roger D., Albarqouni, Shadi, Wang, Xiaokang, Wang, Chunqing, Watanabe, Seiryo, Oksuz, Ilkay, Ning, Qingtian, Yang, Shufan, Khan, Mohammad Azam, Gao, Xiaohong W., Realdon, Stefano, Loshchenov, Maxim, Schnabel, Julia A., East, James E., Wagnieres, Georges, Loschenov, Victor B., Grisan, Enrico, Daul, Christian, Blondel, Walter, Rittscher, Jens

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Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning: 10th Wor... von Oyarzun Laura, Cristina, Cardoso, M. Jorge, Rosen-Zvi, Michal, Kaissis, Georgios, Linguraru, Marius George, Shekhar, Raj, Wesarg, Stefan, Erdt, Marius, Drechsler, Klaus, Chen, Yufei

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Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting: First International Workshop, MLMECH 2019, and 8th Join... von Liao, Hongen, Balocco, Simone, Wang, Guijin, Zhang, Feng, Liu, Yongpan, Ding, Zijian, Duong, Luc, Phellan, Renzo, Zahnd, Guillaume, Breininger, Katharina

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ROAM: Random layer mixup for semi‐supervised learning in medical images von Bdair, Tariq, Wiestler, Benedikt, Navab, Nassir, Albarqouni, Shadi

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Precise proximal femur fracture classification for interactive training and surgical planning von Jiménez-Sánchez, Amelia, Kazi, Anees, Albarqouni, Shadi, Kirchhoff, Chlodwig, Biberthaler, Peter, Navab, Nassir, Kirchhoff, Sonja, Mateus, Diana

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Intravascular Imaging and Computer Assisted Stenting and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis: 7th Joint International Workshop, CVII-STENT 2018 and... von Stoyanov, Danail, Taylor, Zeike, Balocco, Simone, Sznitman, Raphael, Martel, Anne, Maier-Hein, Lena, Duong, Luc, Zahnd, Guillaume, Demirci, Stefanie, Albarqouni, Shadi

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Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis: 6th Joint International Workshops, CVII-STENT 2017 a... von Cardoso, M. Jorge, Arbel, Tal, Lee, Su-Lin, Cheplygina, Veronika, Balocco, Simone, Mateus, Diana, Zahnd, Guillaume, Maier-Hein, Lena, Demirci, Stefanie, Granger, Eric

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Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops: ISIC 2023, Care-AI 2023, MedAGI 2023, DeCaF 2023, Held in Conjunction with MICCAI 2023, Vancouve... von Celebi, M. Emre, Salekin, Sirajus, Kim, Hyunwoo, Albarqouni, Shadi, Barata, Catarina, Halpern, Allan, Tschandl, Philipp, Combalia, Marc, Liu, Yuan, Zamzmi, Ghada

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Enhancing oncological care: A guide to setting up a new multidisciplinary cancer cachexia clinic within a tertiary centre von Ko, Hyun Soo, Denehy, Linda, Edbrooke, Lara, Albarqouni, Shadi, Attenberger, Ulrike, Parker, Benjamin L., Cox, Andrew, Le, Brian, Cheng, Louise

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Intraoperative stent segmentation in X-ray fluoroscopy for endovascular aortic repair von Breininger, Katharina, Albarqouni, Shadi, Kurzendorfer, Tanja, Pfister, Marcus, Kowarschik, Markus, Maier, Andreas

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GANs for medical image analysis von Kazeminia, Salome, Baur, Christoph, Kuijper, Arjan, van Ginneken, Bram, Navab, Nassir, Albarqouni, Shadi, Mukhopadhyay, Anirban

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Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning: Second MICCAI Workshop, DART 2020, and First MICCAI Workshop, DCL 2020, Held in Conjuncti... von Albarqouni, Shadi, Bakas, Spyridon, Kamnitsas, Konstantinos, Cardoso, M. Jorge, Landman, Bennett, Li, Wenqi, Milletari, Fausto, Rieke, Nicola, Roth, Holger, Xu, Daguang

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Image-to-Images Translation for Multi-Task Organ Segmentation and Bone Suppression in Chest X-Ray Radiography von Eslami, Mohammad, Tabarestani, Solale, Albarqouni, Shadi, Adeli, Ehsan, Navab, Nassir, Adjouadi, Malek

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