Papers matching “deep learning image segmentation” 169
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Optimization of hepatic vasculature segmentation from contrast-enhanced MRI, exploring two 3D Unet modifications and various loss functions3citations
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Automatic landmark correspondence detection in medical images with an application to deformable image registration2023 Journal of medical imaging article Computer Science Medical Image Segmentation Techniques Open access
Monika Grewal, Jan Wiersma, Henrike G. Westerveld, Peter A. N. Bosman, Tanja Alderliesten
15citations -
A deep learning-based comparative MRI model to detect inflammatory changes in rheumatoid arthritis2023 Biomedical Signal Processing and Control article Computer Science Medical Image Segmentation Techniques Open access
Tahereh Hassanzadeh, Denis P. Shamonin, Yanli Li, Doortje I Krijbolder, M. Reijnierse, Annette H M van der Helm–van Mil, +1 more
10citations -
Improving Error Detection in Deep Learning Based Radiotherapy Autocontouring Using Bayesian Uncertainty2022 Lecture notes in computer science conference-paper Computer Science Medical Image Segmentation Techniques
Prerak Mody, Nicolas F. Chaves-de-Plaza, Klaus Hildebrandt, Marius Staring
4citations -
An External, Independent Validation of anO-(2-[18F]Fluoroethyl)-l-Tyrosine PET Automatic Segmentation Network on a Single-Center, Prospective Dataset of Patients with Glioblastoma2025 Journal of Nuclear Medicine article Computer Science Medical Image Segmentation Techniques Open access
Nathaniel Barry, Jake Kendrick, Pejman Rowshanfarzad, Ghulam Mubashar Hassan, Roslyn J. Francis, Nicholas W. Bucknell, +8 more
5citations -
Auto-segmentation models used for manuscript: "NTCP models predicting acute and late bowel toxicity after total neoadjuvant treatment or chemoradiation for locally advanced rectal cancer in the RAPIDO trial"0citations
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Malignant Mesothelioma subtyping via sampling driven multiple instance prediction on tissue image and cell morphology data2023 Artificial Intelligence in Medicine article Computer Science AI in cancer detection Open access
Silviu Tudor Marc, Xiaohong W. Gao, Heba Sailem, Judith Offman, Emmanouíl Karteris, Angeles Montero Fernandez, +6 more
8citations -
Clinically Acceptable Segmentation of Organs at Risk in Cervical Cancer Radiation Treatment from Clinically Available Annotations2023 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access
Monika Grewal, Dustin van Weersel, Henrike G. Westerveld, Peter A. N. Bosman, Tanja Alderliesten
1citations -
Mouse thorax segmentation dataset2021 University of Groningen research database (University of Groningen / Centre for Information Technology) dataset Computer Science Medical Image Segmentation Techniques Open access
Justin Malimban, Danny Lathouwers, Haibin Qian, Frank Verhaegen, Julia Wiedemann, Sytze Brandenburg, +1 more
0citations -
Standardised lesion segmentation for imaging biomarker quantitation: a consensus recommendation from ESR and EORTC2022 Insights into Imaging article Computer Science Medical Image Segmentation Techniques Open access
Nandita M. deSouza, Aad van der Lugt, Christophe M. Deroose, Ángel Alberich‐Bayarri, Luc M. Bidaut, Laure S Fournier, +23 more
38citations -
Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-Guided Radiotherapy2025 RWTH Publications (RWTH Aachen) book-chapter Computer Science Medical Image Segmentation Techniques Open access
Nikoo Moradi, André Filipe Ferreira, Behrus Puladi, Jens Kleesiek, Emad Fatemizadeh, Gijs Luijten, +2 more
0citations -
Self-supervised Semantic Segmentation: Consistency over Transformation2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) conference-paper Computer Science Medical Image Segmentation Techniques Open access
Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Yury Velichko, Ulaş Bağcı, Dorit Merhof
6citations