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Medical Image Segmentation Techniques Sign in to save
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Papers 323
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Unsupervised Segmentation of High-Throughput Zebrafish Images Using Deep Neural Networks and Transformers2023 Communications in computer and information science conference-paper Computer Science Medical Image Segmentation Techniques
Shima Javanmardi, Xiaoqin Tang, Mehrdad Jahanbanifard, Fons J. Verbeek
2citations -
Deep learning-based 3D reconstruction of dentate nuclei in Friedreich’s ataxia from T2*weighted MR images2025 Machine Learning with Applications article Computer Science Medical Image Segmentation Techniques Open access
Trushal Sardhara, Ravi Dadsena, Roland Can Aydin, R.-D Hilgers, Jörg Bernhard Schulz, Kathrin Reetz, +12 more
1citations -
Pioneering fully automated bony orbit segmentation: an in silico nnU-Net multicentre approach2025 International Journal of Oral and Maxillofacial Surgery article Computer Science Medical Image Segmentation Techniques Open access
Ashkan Rashad, S Eftimie, Behrus Puladi, Oliver Vladu, Daniel Truhn, Florian M. Thieringer, +4 more
1citations -
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 -
[MedMNIST+] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification with Multiple Size Options: 28 (MNIST-Like), 64, 128, and 2242024 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Medical Image Segmentation Techniques Open access
Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Zhao, Hanspeter Pfister, +1 more
1citations -
Foreground Extraction in Histo-Pathological Image by Combining Mathematical Morphology Operations and U-Net2023 International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC) conference-paper Computer Science Medical Image Segmentation Techniques Open access
Jia Li, Junling He, Jingmin Long, Chenxu Wang, Jesper Kers, Fons J. Verbeek
1citations -
PricoMS: Prior-coordinated multiscale synthesis network for self-supervised–aided vessel segmentation in intravascular ultrasound image amidst label scarcity2025 Knowledge-Based Systems article Computer Science Medical Image Segmentation Techniques Open access
Xingru Huang, Huawei Wang, Shuaibin Chen, Shaowei Jiang, Retesh Bajaj, Nathan Angelo Lecaros Yap, +9 more
1citations -
Data-centric approach to uncover and mitigate representation bias in AI segmentation of esophageal tumors on CT2026 European Journal of Radiology Artificial Intelligence article Computer Science Medical Image Segmentation Techniques Open access
Corentin Guérendel, Maria J. Valkema, Youssef Ghosn, Stephan Ursprung, Darren Cowzer, Steven J. Chen, +5 more
1citations
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