Papers matching “deep learning image segmentation” 57
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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 -
Learning to Segment Fine Structures Under Image-Level Supervision With an Application to Nematode Segmentation2022 Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society conference-paper Computer Science Advanced Neural Network Applications
Long Chen, Martin Strauch, Matthias Daub, Hans-Georg Luigs, Marcus Jansen, Dorit Merhof
2citations -
Stain-Independent Segmentation and Quantification of Kidney Histopathology Using Deep Learning2022 Journal of the American Society of Nephrology conference-abstract Computer Science AI in cancer detection
Peter Boor, David Laurin Hölscher, Barbara M. Klinkhammer, Roman David Bülow, Johannes Lotz, Nick Weiss, +3 more
0citations -
microbeSEG: A deep learning software tool with OMERO data management for efficient and accurate cell segmentation2022 PLoS ONE article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Tim Scherr, Johannes Seiffarth, Bastian Wollenhaupt, Oliver Neumann, Marcel P. Schilling, Dietrich Kohlheyer, +3 more
11citations -
microbeSEG: A deep learning software tool with OMERO data management for efficient and accurate cell segmentation2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Tim Scherr, Johannes Seiffarth, Bastian Wollenhaupt, Oliver Neumann, Marcel P. Schilling, Dietrich Kohlheyer, +3 more
1citations -
Deep-Learning-Based Thrombus Localization and Segmentation in Patients with Posterior Circulation Stroke2022 Diagnostics article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Riaan Zoetmulder, Agnetha A.E. Bruggeman, Ivana Išgum, Efstratios Gavves, Charles B.L.M. Majoie, Ludo F.M. Beenen, +14 more
6citations -
Fully automatic cardiac four chamber and great vessel segmentation on CT pulmonary angiography using deep learning2022 Frontiers in Cardiovascular Medicine article Computer Science Medical Image Segmentation Techniques Open access
Michael J. Sharkey, Jonathan Christopher Taylor, Samer Alabed, Krit Dwivedi, Kavita Karunasaagarar, Christopher Johns, +10 more
39citations -
OP08.03: Success rate of the subcortical 3D fetal brain segmentation using deep learning algorithms2022 Ultrasound in Obstetrics and Gynecology conference-abstract Computer Science Medical Image Segmentation Techniques
Moska Aliasi, Lukas Hesse, M.K. Wyburd, Maartje C. Snoep, Ana I. L. Namburete, Monique C. Haak
0citations -
Deep Learning-based Non-rigid Image Registration for High-dose Rate Brachytherapy in Inter-fraction Cervical Cancer2022 Journal of Imaging Informatics in Medicine article Physics and Astronomy Advanced Radiotherapy Techniques Open access
Mohammad Salehi, Alireza Vafaei Sadr, Seied Rabi Mahdavi, Hossein Arabi, Isaac Shiri, Reza Reiazi
27citations -
OP1 A novel coronary computed tomography angiography deep-learning methodology for coronary atheroma assessment trained using near-infrared spectroscopy-intravascular ultrasound
Anantharaman Ramasamy, Hessam Sokooti, Xiaotong Zhang, Evangelia Tzorovili, Retesh Bajaj, Pieter H. Kitslaar, +12 more
0citations -
Spatio-temporal deep learning for automatic detection of intracranial vessel perforation in digital subtraction angiography during endovascular thrombectomy2022 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques Open access
Ruisheng Su, Matthijs van der Sluijs, Sandra Adriana Cornelissen, Geert J. Lycklama, Jeannette Hofmeijer, Charles B.L.M. Majoie, +6 more
29citations -
Where Position Matters—Deep-Learning–Driven Normalization and Coregistration of Computed Tomography in the Postoperative Analysis of Deep Brain Stimulation2022 Neuromodulation Technology at the Neural Interface article Computer Science Medical Image Segmentation Techniques
Marco Reisert, Bastian Sajonz, Timo Brugger, Peter Christoph Reinacher, Maximilian Frederik Russe, Elias Kellner, +2 more
10citations