Top Papers: Medizinische Bildgebung (2022)

Die 50 meistzitierten Arbeiten zu Medizinische Bildgebung aus dem Jahr 2022 (von 7.475 insgesamt).

Medizinische Bildgebung ist ein Grundpfeiler der modernen Diagnostik. Ob MRT, CT, Ultraschall oder PET – die Verfahren liefern detaillierte Einblicke in den menschlichen Körper und ermöglichen Früherkennung, Therapieplanung und Verlaufskontrolle. Die Forschung in diesem Bereich verbessert kontinuierlich Bildqualität, Geschwindigkeit und Auswertungsmethoden.

2020 2021 2022 2023

#	Paper	Zitationen
1	Modern Diagnostic Imaging Technique Applications and Risk Factors in the Medical Field: A Review Shah Hussain, Iqra Mubeen, Niamat Ullah et al. BioMed Research International	652
2	TransMorph: Transformer for unsupervised medical image registration Junyu Chen, Eric C. Frey, Yufan He et al. Medical Image Analysis	646
3	Radiotheranostics in oncology: current challenges and emerging opportunities Lisa Bodei, Ken Herrmann, Heiko Schöder et al. Nature Reviews Clinical Oncology	334
4	Towards clinical translation of FLASH radiotherapy Marie‐Catherine Vozenin, Jean Bourhis, Marco Durante Nature Reviews Clinical Oncology	321
5	Radiopharmaceuticals for PET and SPECT Imaging: A Literature Review over the Last Decade George Crișan, Nastasia Sanda Moldovean‐Cioroianu, Diana-Gabriela Timaru et al. International Journal of Molecular Sciences	286
6	A fully automatic AI system for tooth and alveolar bone segmentation from cone-beam CT images Zhiming Cui, Yu Fang, Lanzhuju Mei et al. Nature Communications	278
7	Denoising Diffusion Restoration Models Bahjat Kawar, Michael Elad, Stefano Ermon et al. arXiv (Cornell University)	239
8	A whole-body FDG-PET/CT Dataset with manually annotated Tumor Lesions Sergios Gatidis, Tobias Hepp, Marcel Früh et al. Scientific Data	226
9	The Role of Amyloid PET in Imaging Neurodegenerative Disorders: A Review Marianne Chapleau, Leonardo Iaccarino, David N. Soleimani‐Meigooni et al. Journal of Nuclear Medicine	217
10	Brain cancer after radiation exposure from CT examinations of children and young adults: results from the EPI-CT cohort study Michael Hauptmann, Graham Byrnes, Elisabeth Cardis et al. The Lancet Oncology	212
11	Quantification of amyloid PET for future clinical use: a state-of-the-art review Hugh Pemberton, Lyduine E. Collij, Fiona Heeman et al. European Journal of Nuclear Medicine and Molecular Imaging	195
12	NRG-BR002: A phase IIR/III trial of standard of care systemic therapy with or without stereotactic body radiotherapy (SBRT) and/or surgical resection (SR) for newly oligometastatic breast cancer (NCT02364557). Steven J. Chmura, Kathryn Winter, Wendy A. Woodward et al. Journal of Clinical Oncology	192
13	Ultra‐high dose rate dosimetry: Challenges and opportunities for FLASH radiation therapy F. Romanò, Claude Bailat, Patrik Gonçalves Jorge et al. Medical Physics	190
14	Semi-supervised medical image segmentation via a tripled-uncertainty guided mean teacher model with contrastive learning Kaiping Wang, Bo Zhan, Chen Zu et al. Medical Image Analysis	189
15	AAPM task group report 302: Surface‐guided radiotherapy Hania Al‐Hallaq, Laura Cerviño, Alonso N. Gutiérrez et al. Medical Physics	182
16	NeRP: Implicit Neural Representation Learning With Prior Embedding for Sparsely Sampled Image Reconstruction Liyue Shen, John M. Pauly, Lei Xing IEEE Transactions on Neural Networks and Learning Systems	175
17	Deep Learning for Image Enhancement and Correction in Magnetic Resonance Imaging—State-of-the-Art and Challenges Zhaolin Chen, Kamlesh Pawar, Mevan Ekanayake et al. Journal of Digital Imaging	167
18	Photon-Counting Detector CT: Key Points Radiologists Should Know Andrea Esquivel, Andrea Ferrero, Achille Mileto et al. Korean Journal of Radiology	167
19	Pulling out all the tops with computer vision and deep learning Sebastian Macaluso OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)	161
20	Integrated MRI-guided radiotherapy — opportunities and challenges Paul Keall, Caterina Brighi, Carri Glide‐Hurst et al. Nature Reviews Clinical Oncology	156
21	Iterative reconstruction of low-dose CT based on differential sparse Siyu Lu, Bo Yang, Ye Xiao et al. Biomedical Signal Processing and Control	150
22	Application of Deep Learning in Breast Cancer Imaging Luuk Balkenende, Jonas Teuwen, Ritse M. Mann Seminars in Nuclear Medicine	149
23	Multimodal Transformer for Accelerated MR Imaging Chun-Mei Feng, Yunlu Yan, Geng Chen et al. IEEE Transactions on Medical Imaging	148
24	Holistic Prototype Activation for Few-Shot Segmentation Gong Cheng, Chunbo Lang, Junwei Han IEEE Transactions on Pattern Analysis and Machine Intelligence	148
25	Low‐dose computed tomography lung cancer screening: Clinical evidence and implementation research Harriet L Lancaster, Marjolein A. Heuvelmans, Matthijs Oudkerk Journal of Internal Medicine	141
26	Solving Inverse Problems With Deep Neural Networks – Robustness Included? Martin Genzel, Jan Macdonald, Maximilian März IEEE Transactions on Pattern Analysis and Machine Intelligence	141
27	Joint EANM/SNMMI guideline on radiomics in nuclear medicine Mathieu Hatt, Aron K. Krizsan, Arman Rahmim et al. European Journal of Nuclear Medicine and Molecular Imaging	137
28	Direct Cell Radiolabeling for <i>in Vivo</i> Cell Tracking with PET and SPECT Imaging Peter J. Gawne, Francis Man, Philip J. Blower et al. Chemical Reviews	135
29	Automated detection and segmentation of non-small cell lung cancer computed tomography images Sergey Primakov, Abdalla Ibrahim, Janita E. van Timmeren et al. Nature Communications	132
30	The accuracy and robustness of plasma biomarker models for amyloid PET positivity Andréa Lessa Benedet, Wagner S. Brum, Oskar Hansson et al. Alzheimer s Research & Therapy	132
31	Fully Automated, Semantic Segmentation of Whole-Body<sup>18</sup>F-FDG PET/CT Images Based on Data-Centric Artificial Intelligence Lalith Kumar Shiyam Sundar, Josef Yu, Otto Muzik et al. Journal of Nuclear Medicine	129
32	First results on kinetic modelling and parametric imaging of dynamic 18F-FDG datasets from a long axial FOV PET scanner in oncological patients Hasan Sari, Clemens Mingels, Ian Alberts et al. European Journal of Nuclear Medicine and Molecular Imaging	128
33	MR Image Denoising and Super-Resolution Using Regularized Reverse Diffusion Hyungjin Chung, Eun Sun Lee, Jong Chul Ye IEEE Transactions on Medical Imaging	123
34	Deep learning empowered volume delineation of whole-body organs-at-risk for accelerated radiotherapy Feng Shi, Weigang Hu, Jiaojiao Wu et al. Nature Communications	121
35	UK 2022 Consensus on Normal Tissue Dose-Volume Constraints for Oligometastatic, Primary Lung and Hepatocellular Carcinoma Stereotactic Ablative Radiotherapy Patricia Díez, Gerard G. Hanna, K. Aitken et al. Clinical Oncology	118
36	Multiplexed imaging in oncology Chrysafis Andreou, Ralph Weissleder, Moritz F. Kircher Nature Biomedical Engineering	118
37	Adversarial attacks and defenses on AI in medical imaging informatics: A survey Sara Kaviani, Ki Jin Han, Insoo Sohn Expert Systems with Applications	116
38	<i>Tofu</i>: a fast, versatile and user-friendly image processing toolkit for computed tomography Tomáš Faragó, Sergey Gasilov, Iain Emslie et al. Journal of Synchrotron Radiation	115
39	Role of Artificial Intelligence in Radiogenomics for Cancers in the Era of Precision Medicine Sanjay Saxena, Biswajit Jena, Neha Gupta et al. Cancers	115
40	AI-Based Reconstruction for Fast MRI—A Systematic Review and Meta-Analysis Yutong Chen, Carola‐Bibiane Schönlieb, Píetro Lió et al. Proceedings of the IEEE	112
41	Seismic Data Reconstruction via Wavelet-Based Residual Deep Learning Naihao Liu, Lukun Wu, Jiale Wang et al. IEEE Transactions on Geoscience and Remote Sensing	111
42	Multispectral Large‐Panel X‐ray Imaging Enabled by Stacked Metal Halide Scintillators Peng Ran, Lurong Yang, Tingming Jiang et al. Advanced Materials	108
43	A Review of Boron Neutron Capture Therapy: Its History and Current Challenges Will H. Jin, Crystal Seldon, Michael Butkus et al. International Journal of Particle Therapy	105
44	Use of Adjuvant Bisphosphonates and Other Bone-Modifying Agents in Breast Cancer: ASCO-OH (CCO) Guideline Update Andrea Eisen, Mark R. Somerfield, Melissa K. Accordino et al. Journal of Clinical Oncology	103
45	The OpenGATE ecosystem for Monte Carlo simulation in medical physics David Sarrut, Nicolas Arbor, Thomas Baudier et al. Physics in Medicine and Biology	100
46	Dark-field computed tomography reaches the human scale Manuel Viermetz, Nikolai Gustschin, Clemens Schmid et al. Proceedings of the National Academy of Sciences	100
47	SwinGAN: A dual-domain Swin Transformer-based generative adversarial network for MRI reconstruction Xiang Zhao, Tiejun Yang, Bingjie Li et al. Computers in Biology and Medicine	100
48	Advantages and Applications of Total-Body PET Scanning Sanaz Katal, Liesl S. Eibschutz, Babak Saboury et al. Diagnostics	99
49	FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis Yu Feng, Benteng Ma, Jing Zhang et al. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)	99
50	Extracellular Volume Quantification With Cardiac Late Enhancement Scanning Using Dual-Source Photon-Counting Detector CT Victor Mergen, Thomas Sartoretti, Ernst Klotz et al. Investigative Radiology	98

Top Papers: Medizinische Bildgebung (2022)

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