Papers matching “multi-institutional dataset” 25
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Multi-institutional PET/CT image segmentation using federated deep transformer learning2023 Computer Methods and Programs in Biomedicine article Computer Science Privacy-Preserving Technologies in Data Open access cited by 1 patent
Isaac Shiri, Behrooz Razeghi, Alireza Vafaei Sadr, Mehdi Amini, Yazdan Salimi, Sohrab Ferdowsi, +4 more
32citations -
An international multi-institutional validation study of the algorithm for prostate cancer detection and Gleason grading2023 npj Precision Oncology article Computer Science AI in cancer detection Open access cited by 1 patent
Yuri Tolkach, Vlado Ovtcharov, Alexey E. Pryalukhin, Marie‐Lisa Eich, Nadine Therese Gaisa, MARTIN A. BRAUN, +16 more
34citations -
Decentralized collaborative multi-institutional PET attenuation and scatter correction using federated deep learning2022 European Journal of Nuclear Medicine and Molecular Imaging article Medicine Medical Imaging Techniques and Applications Open access
Isaac Shiri, Alireza Vafaei Sadr, Yazdan Salimi, Amirhossein Sanaat, Mehdi Amini, Behrooz Razeghi, +7 more
54citations -
Decentralized Distributed Multi-institutional PET Image Segmentation Using a Federated Deep Learning Framework2022 Clinical Nuclear Medicine article Medicine Medical Imaging Techniques and Applications Open access
Isaac Shiri, Alireza Vafaei Sadr, Mehdi Amini, Yazdan Salimi, Amirhossein Sanaat, Azadeh Akhavanallaf, +9 more
53citations -
Differential privacy preserved federated transfer learning for multi-institutional 68Ga-PET image artefact detection and disentanglement2023 European Journal of Nuclear Medicine and Molecular Imaging article Medicine Medical Imaging Techniques and Applications Open access
Isaac Shiri, Yazdan Salimi, Mehdi Maghsudi, Elnaz Jenabi, Sara Harsini, Behrooz Razeghi, +18 more
33citations -
Analysis of the BraTS 2023 Intracranial Meningioma Segmentation Challenge2025 The Journal of Machine Learning for Biomedical Imaging article Medicine Meningioma and schwannoma management Open access
Dominic LaBella, Ujjwal Baid, Omaditya Khanna, Shan McBurney-Lin, Pierre Nedelec, Nourel Hoda Tahon, +89 more
11citations -
Analysis of the 2024 BraTS Meningioma Radiotherapy Planning Automated Segmentation Challenge2024 arXiv (Cornell University) preprint Neuroscience Brain Tumor Detection and Classification Open access
Dominic LaBella, Adrià Casamitjana, Behrus Puladi, Katherine M. Schumacher, Michael D. Mix, Kevin Leu, +54 more
7citations -
Next-generation lung cancer pathology: Development and validation of diagnostic and prognostic algorithms2024 Cell Reports Medicine article Computer Science AI in cancer detection Open access cited by 1 patent
Carina Kludt, Yuan Wang, Andrey Bychkov, Junya Fukuoka, Nadine Therese Gaisa, Mark Kühnel, +13 more
29citations -
Standardized Evaluation of Current Ultrasound Bone Segmentation Algorithms on Multiple Datasets2022 EPiC series in health sciences conference-paper Dentistry Dental Radiography and Imaging Open access
Benjamin Hohlmann, Peter Brößner, Ilker Hacihaliloglu, Keiran Barr, Tamás Ungi, Oliver Zettinig, +9 more
4citations -
Preserving privacy in domain transfer of medical AI models comes at no performance costs: The integral role of differential privacy2023 arXiv (Cornell University) preprint Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Mahshad Lotfinia, Teresa Nolte, Marwin Saehn, Peter Isfort, Christiane Katharina Kuhl, +3 more
3citations
25 results