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Improving Uncertainty-Error Correspondence in Deep Bayesian Medical Image Segmentation2024 The Journal of Machine Learning for Biomedical Imaging article Computer Science Medical Image Segmentation Techniques Open access
Prerak Mody, Nicolas F. Chaves-de-Plaza, Chinmay Rao, Eleftheria Astrenidou, Mischa de Ridder, Nienke Hoekstra, +2 more
2citations -
Uncertainty Quantification in Machine Learning Based Segmentation: A Post-Hoc Approach for Left Ventricle Volume Estimation in MRI2025 SIAM/ASA Journal on Uncertainty Quantification article Computer Science Medical Image Segmentation Techniques Open access
Felix Terhag, Philipp Knechtges, Achim Basermann, Raul F. Tempone
1citations -
Deep learning for 3D vascular segmentation in hierarchical phase contrast tomography: a case study on kidney2024 Scientific Reports article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Ekin Yağış, Shahab Aslani, Yashvardhan Jain, Yang Zhou, Shahrokh Rahmani, Joseph Brunet, +7 more
25citations -
Automated segmentation of the sacro-iliac joints, posterior spinal joints and discovertebral units on low-dose computed tomography for Na[18F]F PET lesion detection in spondyloarthritis patients
W.R.P. van der Heijden, Floris H. P. van Velden, Robert Hemke, Tom C. Doorschodt, Ronald Boellaard, Conny J. van der Laken, +1 more
5citations -
Deep learning based automated left ventricle segmentation and flow quantification in 4D flow cardiac MRI2024 Journal of Cardiovascular Magnetic Resonance article Computer Science Medical Image Segmentation Techniques Open access
Xiaowu Sun, Li‐Hsin Cheng, Sven Plein, Pankaj Kumar Garg, Rob J. van der Geest
28citations -
Automated segmentation of 3D cine cardiovascular magnetic resonance imaging2023 Frontiers in Cardiovascular Medicine article Computer Science Medical Image Segmentation Techniques Open access
Soroosh Tayebi Arasteh, Jennifer Romanowicz, Danielle F. Pace, Polina Golland, Andrew J. Powell, Andreas Maier, +6 more
15citations -
Decentralized Distributed Multi-institutional PET Image Segmentation Using a Federated Deep Learning Framework2022 Clinical Nuclear Medicine article Computer Science Medical Image Segmentation Techniques Open access
Isaac Shiri, Alireza Vafaei Sadr, Mehdi Amini, Yazdan Salimi, Amirhossein Sanaat, Azadeh Akhavanallaf, +9 more
53citations -
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 -
POST-IVUS: A perceptual organisation-aware selective transformer framework for intravascular ultrasound segmentation2023 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques Open access
Xingru Huang, Retesh Bajaj, Yilong Li, Xin Ye, Ji Lin, Francesca Pugliese, +8 more
21citations -
An Automatic Framework to Create Patient-specific Eye Models From 3D Magnetic Resonance Images for Treatment Selection in Patients With Uveal Melanoma2021 Advances in Radiation Oncology article Computer Science Medical Image Segmentation Techniques Open access
Mohamed Kilany Hassan, Emmanuelle Fleury, Denis P. Shamonin, Lorna Grech Fonk, Marina Marinkovic, Myriam G. Jaarsma‐Coes, +4 more
12citations -
Ultrasound-Based Registration for the Computer-Assisted Navigated Percutaneous Scaphoid Fixation2023 IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control article Computer Science Medical Image Segmentation Techniques
Peter Brößner, Benjamin Hohlmann, Kristian Welle, Klaus Radermacher
10citations -
Accelerated quantification of reinforcement degradation in additively manufactured Ni-WC metal matrix composites via SEM and vision transformers2025 Materials Characterization article Computer Science Advanced Neural Network Applications Open access
Mutahar Safdar, Bashir Kazimi, Karina Ruzaeva, Gentry Wood, Max Zimmermann, Guy Lamouche, +3 more
1citations -
NeuroFAIR curator: an AI-assisted framework for metadata enrichment, quality screening, curation prioritization, and FAIR readiness of brain tumor MRI data2026 Frontiers in Neuroinformatics article Computer Science Research Data Management Practices Open access
Faizan Ullah, Zaheer Abbas, Mohmmad Abrar, Farhan Amin, N. Jon Shah
0citations -
Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets2022 Computers & Geosciences article Computer Science Advanced Neural Network Applications Open access
Jiaxin Yu, Florian Wellmann, Simon Virgo, Marven von Domarus, Mingze Jiang, Joyce Schmatz, +1 more
30citations