Papers matching “segmentation performance evaluation” 331
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Validation of an automated AI-based micro-CT organ segmentation workflow against expert annotations and its impact on fluorescence quantification2026 European Radiology Experimental article Computer Science Medical Image Segmentation Techniques Open access
Elena Rama, Sihe Yu, Sarah Schraven, Zachary Gurberg, Ekaterina Savina, J Liu, +3 more
0citations -
Deep Frequency Re-calibration U-Net for Medical Image Segmentation2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) conference-paper Computer Science Medical Image Segmentation Techniques cited by 1 patent
Reza Azad, I Afshin Bozorgpour, Maryam Asadi-Aghbolaghi, Dorit Merhof, Sérgio Escalera
61citations -
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 -
Mandible segmentation from CT data for virtual surgical planning using an augmented two-stepped convolutional neural network2023 International Journal of Computer Assisted Radiology and Surgery article Computer Science Medical Image Segmentation Techniques Open access
Tobias Pankert, Hyun Lee, Florian Peters, Frank Hölzle, Ali Modabber, Stefan Raith
24citations -
Analyzing components of a transformer under different dataset scales in 3D prostate CT segmentation2023 SPIE Medical Imaging: Image Processing conference-paper Computer Science Medical Image Segmentation Techniques
Yicong Tan, Prerak Mody, Viktor van der Valk, Marius Staring, Jan C. van Gemert
0citations -
Refining the Classroom: The Self-Supervised Professor Model for Improved Segmentation of Locally Advanced Pancreatic Ductal Adenocarcinoma2025 Journal of Imaging Informatics in Medicine article Computer Science Medical Image Segmentation Techniques Open access
Jacqueline Isabel Bereska, Selina Palic, Leonard F. Bereska, Efstratios Gavves, C. Yung Nio, Marnix P. M. Kop, +8 more
0citations -
Segmentation-Driven Optimization For Iterative Reconstruction in Optical Projection Tomography: An Exploration2020 IEEE Transactions on Computational Imaging article Computer Science Medical Image Segmentation Techniques Open access
Xiaoqin Tang, Hermes Spaink, Rob Christiaan van Wijk, Fons J. Verbeek
2citations -
Interactive4D: Interactive 4D LiDAR Segmentation2025 Proceedings - IEEE International Conference on Robotics and Automation/Proceedings conference-paper Computer Science Advanced Neural Network Applications Open access
Ilya Fradlin, Idil Esen Zulfikar, Theodora Kontogianni, Bastian Leibe
1citations -
The quality of reporting in cardiac MRI artificial intelligence segmentation studies - a systematic review2022 European Heart Journal - Cardiovascular Imaging article Medicine Artificial Intelligence in Healthcare and Education Open access
Samer Alabed, Ahmed Maiter, Mahan Salehi, Sam Jenkins, Michael J. Sharkey, Vera Rakocevic, +7 more
1citations -
Medical Image Segmentation Review: The Success of U-Net2024 IEEE Transactions on Pattern Analysis and Machine Intelligence article Computer Science Medical Image Segmentation Techniques cited by 1 patent
Reza Azad, Ehsan Khodapanah Aghdam, Amelie Rauland, Yiwei Jia, Atlas Haddadi Avval, Afshin Bozorgpour, +4 more
925citations -
Automatic segmentation of multiple cardiovascular structures from cardiac computed tomography angiography images using deep learning2020 PLoS ONE article Computer Science Medical Image Segmentation Techniques Open access cited by 3 patents
Lohendran Baskaran, Subhi Jamal Alaref, Gabriel Maliakal, Benjamin C. Lee, Zhuoran Xu, Jeong Won Choi, +31 more
48citations -
Harnessing Artificial Intelligence for Enhanced Renal Analysis: Automated Detection of Hydronephrosis and Precise Kidney Segmentation2024 European Urology Open Science article Computer Science Medical Image Segmentation Techniques Open access
Radu Alexa, Jennifer Kranz, Rafael Kramann, Christoph Kuppe, Ritabrata Sanyal, Sikander Hayat, +4 more
9citations -
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 -
CMRINet: Joint Groupwise Registration and Segmentation for Cardiac Function Quantification from Cine-MRI2025 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access
Mohamed S. Elmahdy, Marius Staring, Patrick J. H. de Koning, Samer Alabed, Mahan Salehi, Faisal Alandejani, +4 more
0citations -
Methodological choices influence machine learning performance for predicting intracranial hypertension in traumatic brain injury2026 Scientific Reports article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access
C. R. van Kaam, Cornelia Hoedemaekers, Kim J.M. Bladder, Johannes G. van der Hoeven, Jeanette Tas, Marcel J H Aries, +39 more
0citations -
Artificial Intelligence-based Segmentation of Residual Pancreatic Cancer in Resection Specimens Following Neoadjuvant Treatment (ISGPP-2)2024 The American Journal of Surgical Pathology article Computer Science AI in cancer detection Open access
Boris V. Janssen, Bart Oteman, Mahsoem Ali, P. Valkema, Volkan N. Adsay, Olca Baştürk, +22 more
6citations