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Papers matching “model-based deep learning” 8

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Deep Learning Image Reconstruction for CT: Technical Principles and Clinical Prospects
2023 Radiology article Medicine Medical Imaging Techniques and Applications Open access

Lennart R. Koetzier, Domenico Mastrodicasa, Timothy P. Szczykutowicz, Niels R. van der Werf, Adam Wang, Veit Sandfort, +3 more

429

citations
Toward Robust Quantitative Photoacoustic Tomography via Learned Iterative Methods
2026 IEEE Transactions on Computational Imaging article Engineering Photoacoustic and Ultrasonic Imaging Open access

Janek Gröhl, Felix F. Lucka, Andreas Hauptmann

2

citations
Few-shot and meta-learning methods for image understanding: a survey
2023 International Journal of Multimedia Information Retrieval article Computer Science Domain Adaptation and Few-Shot Learning Open access

Kai He, Nan Pu, Mingrui Lao, Michael S. Lew

45

citations
Incorporating a Deep Neural Network into Moving Horizon Estimation for Embedded Thermal Torque Derating of an Electric Machine
2025 Energies article Engineering Advanced Control Systems Optimization Open access

Alexander Winkler, Pranav Shah, Katrin Baumgärtner, David C. Gordon, Jakob Andert

3

citations
Channel and Hardware Impairment Data Augmentation for Robust Modulation Classification
2024 IEEE Transactions on Cognitive Communications and Networking article Computer Science Wireless Signal Modulation Classification

Erma Perenda, Gérôme Bovet, Mariya Zhivkova Zheleva, Sofie Pollin

15

citations
Moving the Needle for Oncology Dose Optimization: A Call for Action
2024 Clinical Pharmacology & Therapeutics article Mathematics Statistical Methods in Clinical Trials

Karthik Venkatakrishnan, Priya Jayachandran, Shirley K. Seo, Piet H. van der Graaf, John A. Wagner, Neeraj Gupta

5

citations
Calibration-free estimation of field-dependent aberrations for single-molecule localization microscopy across large fields of view
2025 Optica article Biochemistry, Genetics and Molecular Biology Advanced Fluorescence Microscopy Techniques Open access

Isabel Droste, Erik Schuitema, Sajjad A. Khan, Myron N.F. Hensgens, Stijn Heldens, Carlas Smith, +5 more

7

citations
Implications of computed tomography reconstruction algorithms on coronary atheroma composition: A head-to-head comparison with multimodality near-infrared spectroscopy intravascular ultrasound imaging
2025 Journal of cardiovascular computed tomography article Medicine Cardiac Imaging and Diagnostics Open access

Nathan Angelo Lecaros Yap, Xingwei He, İbrahi̇m Hali̇l Tanboğa, Anantharaman Ramasamy, Sotiris Kyriakou, Pieter H. Kitslaar, +12 more

2

citations

8 results