Papers matching “deep learning image segmentation” 169
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A Semantic Segmentation Approach to Recognize Assault Rifles in ISIS Propaganda Images2020 IEEE International Conference on Semantic Computing (ICSC) conference-paper Computer Science Advanced Neural Network Applications Open access
Bhashithe Abeysinghe, Yannick Veilleux-Lepage, Mia M. Bloom, Rajshekhar Sunderraman
2citations -
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 -
Dealing with segmentation errors in needle reconstruction for MRI-guided brachytherapy2025 SPIE Medical Imaging: Image-Guided Procedures, Robotic Interventions, and Modeling conference-paper Computer Science Medical Image Segmentation Techniques Open access
Vangelis Kostoulas, Arthur Guijt, Ellen M. Kerkhof, Bradley Rumwell Pieters, Peter A. N. Bosman, Tanja Alderliesten
0citations -
Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-Guided Radiotherapy2025 Lecture notes in computer science conference-paper Computer Science Medical Image Segmentation Techniques Open access
Nikoo Moradi, André Filipe Ferreira, Behrus Puladi, Jens Kleesiek, Emad Fatemizadeh, Gijs Luijten, +2 more
4citations -
Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-guided Radiotherapy2024 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access
Nikoo Moradi, André Filipe Ferreira, Behrus Puladi, Jens Kleesiek, Emad Fatemizadeh, Gijs Luijten, +2 more
0citations -
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 -
Automated Analysis of Alignment in Long-Leg Radiographs by Using a Fully Automated Support System Based on Artificial Intelligence2020 Radiology Artificial Intelligence article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Justus Schock, Daniel Truhn, Daniel Benjamin Abrar, Dorit Merhof, Stefan Conrad, Manuel Post, +3 more
78citations -
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 -
Fully automated AI-based digital workflow for orbital fracture mirroring: A multicenter approach2026 Journal of Cranio-Maxillofacial Surgery article Computer Science Medical Image Segmentation Techniques Open access
Sorana Mureșanu, Michel Beyer, Ashkan Rashad, Oliver Vladu, Behrus Puladi, Frank Hölzle, +3 more
1citations -
Atlas-Augmented Semantic Segmentation for Robust Ultra-Low-Field Pediatric Brain Imaging2026 Lecture notes in computer science conference-paper Computer Science Medical Image Segmentation Techniques Open access
Kostiantyn Lavronenko, Rueveyda Yilmaz, Zhu Chen, Johannes Stegmaier, Volkmar Schulz
0citations -
batchgenerators - a python framework for data augmentation2020 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Medical Image Segmentation Techniques Open access
Fabian Isensee, Paul F. Jäger, Jakob Wasserthal, David Zimmerer, Jens Petersen, Simon Köhl, +7 more
59citations -
Comparing Bayesian models for organ contouring in head and neck radiotherapy2022 SPIE Medical Imaging: Image Processing conference-paper Computer Science Medical Image Segmentation Techniques Open access
Prerak Mody, Nicolas F. Chaves-de-Plaza, Klaus Hildebrandt, René van Egmond, Huib de Ridder, Marius Staring
5citations -
Segmentation and registration of within‐subject 7 tesla ex vivo and 3 tesla in situ MRI to increase sensitivity of imaging biomarkers2025 Alzheimer s & Dementia article Computer Science Medical Image Segmentation Techniques Open access
Pulkit Khandelwal, Sydney Lim, Wilma D. J. van de Berg, Louise van der Weerd, Paul A. Yushkevich, Laura E. Jonkman, +1 more
0citations -
Comparing Bayesian Models for Organ Contouring in Head and Neck Radiotherapy2021 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access
Prerak Mody, Nicolas F. Chaves-de-Plaza, Klaus Hildebrandt, René van Egmond, Huib de Ridder, Marius Staring
0citations -
Exploring Test Time Adaptation for Subcortical Segmentation of the Fetal Brain in 3D Ultrasound2025 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science Medical Image Segmentation Techniques Open access
Joshua Omolegan, Pak-Hei Yeung, Madeleine K. Wyburd, Linde S. Hesse, Monique C. Haak, Ana I. L. Namburete, +1 more
1citations