Top Papers: Medizinische Bildgebung (2019)

Die 50 meistzitierten Arbeiten zu Medizinische Bildgebung aus dem Jahr 2019 (von 7.558 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.

2017 2018 2019 2020

#	Paper	Zitationen
1	First Human Imaging Studies with the EXPLORER Total-Body PET Scanner* Ramsey D. Badawi, Hongcheng Shi, Pengcheng Hu et al. Journal of Nuclear Medicine	718
2	Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks Guotai Wang, Wenqi Li, Michaël Aertsen et al. Neurocomputing	626
3	Applications, promises, and pitfalls of deep learning for fluorescence image reconstruction Chinmay Belthangady, Löıc A. Royer Nature Methods	524
4	Photon-counting Detector CT: System Design and Clinical Applications of an Emerging Technology Shuai Leng, Michael R. Bruesewitz, Shengzhen Tao et al. Radiographics	507
5	Performance Characteristics of the Digital Biograph Vision PET/CT System Joyce van Sluis, Johan de Jong, Jenny Schaar et al. Journal of Nuclear Medicine	477
6	The Clinicopathological features and survival outcomes of patients with different metastatic sites in stage IV breast cancer Ru Wang, Yayun Zhu, Xiaoxu Liu et al. BMC Cancer	456
7	CT Super-Resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble (GAN-CIRCLE) Chenyu You, Wenxiang Cong, Michael W. Vannier et al. IEEE Transactions on Medical Imaging	447
8	Competitive performance of a modularized deep neural network compared to commercial algorithms for low-dose CT image reconstruction Hongming Shan, Atul Padole, Fatemeh Homayounieh et al. Nature Machine Intelligence	423
9	Controversies, Consensus, and Collaboration in the Use of <sup>131</sup> I Therapy in Differentiated Thyroid Cancer: A Joint Statement from the American Thyroid Association, the European Association of Nuclear Medicine, the Society of Nuclear Medicine and Molecular Imaging, and the European Thyroid Association R. Michael Tuttle, Sukhjeet Ahuja, Anca M. Avram et al. Thyroid	400
10	Advances in Auto-Segmentation Carlos Cárdenas, Jinzhong Yang, Brian Anderson et al. Seminars in Radiation Oncology	396
11	MR-guidance in clinical reality: current treatment challenges and future perspectives Stefanie Corradini, Filippo Alongi, Nicolaus Andratschke et al. Radiation Oncology	363
12	DR2-Net: Deep Residual Reconstruction Network for image compressive sensing Hantao Yao, Feng Dai, Shiliang Zhang et al. Neurocomputing	356
13	Technical design and concept of a 0.35 T MR-Linac Sebastian Klüter Clinical and Translational Radiation Oncology	338
14	ICRU report 91 on prescribing, recording, and reporting of stereotactic treatments with small photon beams L. Wilke, Nicolaus Andratschke, Oliver Blanck et al. Strahlentherapie und Onkologie	332
15	5-ALA and FDA approval for glioma surgery Costas G. Hadjipanayis, Walter Stummer Journal of Neuro-Oncology	324
16	7 Tesla MRI of the ex vivo human brain at 100 micron resolution Brian L. Edlow, Azma Mareyam, Andreas Horn et al. Scientific Data	312
17	DeepPET: A deep encoder–decoder network for directly solving the PET image reconstruction inverse problem Ida Häggström, C. Ross Schmidtlein, Gabriele Campanella et al. Medical Image Analysis	309
18	Patient-specific reconstruction of volumetric computed tomography images from a single projection view via deep learning Liyue Shen, Wei Zhao, Lei Xing Nature Biomedical Engineering	302
19	Adaptive Radiotherapy for Anatomical Changes Jan‐Jakob Sonke, Marianne Aznar, C. Rasch Seminars in Radiation Oncology	278
20	Image Reconstruction: From Sparsity to Data-Adaptive Methods and Machine Learning Saiprasad Ravishankar, Jong Chul Ye, Jeffrey A. Fessler Proceedings of the IEEE	277
21	PET image denoising using unsupervised deep learning Jianan Cui, Kuang Gong, Ning Guo et al. European Journal of Nuclear Medicine and Molecular Imaging	268
22	Experimental time resolution limits of modern SiPMs and TOF-PET detectors exploring different scintillators and Cherenkov emission S. Gundacker, Rosana M. Turtos, N. Kratochwil et al. Physics in Medicine and Biology	266
23	Molecular Magnetic Resonance Imaging with Gd(III)-Based Contrast Agents: Challenges and Key Advances Hao Li, Thomas J. Meade Journal of the American Chemical Society	265
24	Correction of respiratory artifacts in MRI head motion estimates Damien A. Fair, Óscar Miranda-Domínguez, Abraham Z. Snyder et al. NeuroImage	262
25	Generating synthesized computed tomography (CT) from cone-beam computed tomography (CBCT) using CycleGAN for adaptive radiation therapy Xiao Liang, Liyuan Chen, Dan Nguyen et al. Physics in Medicine and Biology	257
26	Paired cycle‐GAN‐based image correction for quantitative cone‐beam computed tomography Joseph Harms, Yang Lei, Tonghe Wang et al. Medical Physics	253
27	Recent and Upcoming Technological Developments in Computed Tomography Michael Lell, Marc Kachelrieß Investigative Radiology	251
28	Digital Breast Tomosynthesis: Concepts and Clinical Practice Alice Chong, Susan P. Weinstein, Elizabeth S. McDonald et al. Radiology	237
29	Adjuvant denosumab in postmenopausal patients with hormone receptor-positive breast cancer (ABCSG-18): disease-free survival results from a randomised, double-blind, placebo-controlled, phase 3 trial Michael Gnant, Georg Pfeiler, Günther Steger et al. The Lancet Oncology	233
30	DuDoNet: Dual Domain Network for CT Metal Artifact Reduction Wei-An Lin, Haofu Liao, Cheng Peng et al. —	233
31	Deep Learning for Diagnosis of Chronic Myocardial Infarction on Nonenhanced Cardiac Cine MRI Nan Zhang, Guang Yang, Zhifan Gao et al. Radiology	233
32	Review of Clinical Applications for Virtual Monoenergetic Dual-Energy CT Moritz H. Albrecht, Thomas J. Vogl, Simon S. Martin et al. Radiology	232
33	X2CT-GAN: Reconstructing CT From Biplanar X-Rays With Generative Adversarial Networks Xingde Ying, Heng Guo, Kai Ma et al. —	232
34	Automatic 3D Bi-Ventricular Segmentation of Cardiac Images by a Shape-Refined Multi- Task Deep Learning Approach Jinming Duan, Ghalib Bello, Jo Schlemper et al. IEEE Transactions on Medical Imaging	230
35	Lymph Node Imaging in Patients with Primary Breast Cancer: Concurrent Diagnostic Tools Maria Adele Marino, Daly Avendaño, Pedro Zapata et al. The Oncologist	230
36	Deep Learning Based Noise Reduction for Brain MR Imaging: Tests on Phantoms and Healthy Volunteers Masafumi Kidoh, Kensuke Shinoda, Mika Kitajima et al. Magnetic Resonance in Medical Sciences	228
37	Deep-learning cardiac motion analysis for human survival prediction Ghalib A. Bello, Timothy J. W. Dawes, Jinming Duan et al. Nature Machine Intelligence	227
38	Two decades of SPECT/CT – the coming of age of a technology: An updated review of literature evidence Ora Israel, Olivier Pellet, Lorenzo Biassoni et al. European Journal of Nuclear Medicine and Molecular Imaging	227
39	ToothNet: Automatic Tooth Instance Segmentation and Identification From Cone Beam CT Images Zhiming Cui, Changjian Li, Wenping Wang —	221
40	Deep CT to MR Synthesis Using Paired and Unpaired Data Cheng‐Bin Jin, Hakil Kim, Mingjie Liu et al. Sensors	221
41	Co-Learning Feature Fusion Maps From PET-CT Images of Lung Cancer Ashnil Kumar, Michael Fulham, Dagan Feng et al. IEEE Transactions on Medical Imaging	220
42	X-ray computed tomography: from medical imaging to dimensional metrology Herminso Villarraga-Gómez, Ericka L. Herazo, Stuart T. Smith Precision Engineering	219
43	State of the Art in Abdominal CT: The Limits of Iterative Reconstruction Algorithms Achille Mileto, Luís Guimarães, Cynthia H. McCollough et al. Radiology	219
44	Domain Progressive 3D Residual Convolution Network to Improve Low-Dose CT Imaging Xiangrui Yin, Jean-Louis Coatrieux, Qianlong Zhao et al. IEEE Transactions on Medical Imaging	217
45	Deep Learning Reconstruction at CT: Phantom Study of the Image Characteristics Toru Higaki, Yuko Nakamura, Jian Zhou et al. Academic Radiology	214
46	Real-time intrafraction motion monitoring in external beam radiotherapy Jenny Bertholet, Antje Knopf, Björn Eiben et al. Physics in Medicine and Biology	213
47	AAPM TG 191: Clinical use of luminescent dosimeters: TLDs and OSLDs Stephen F. Kry, P Alvarez, Joanna Cygler et al. Medical Physics	210
48	Total-Body Dynamic Reconstruction and Parametric Imaging on the uEXPLORER Xuezhu Zhang, Zhaoheng Xie, Eric Berg et al. Journal of Nuclear Medicine	209
49	<sup>18</sup>F-FDG PET/CT Uptake Classification in Lymphoma and Lung Cancer by Using Deep Convolutional Neural Networks Ludovic Sibille, Robert Seifert, Nemanja Avramović et al. Radiology	207
50	Radiomics and Artificial Intelligence for Biomarker and Prediction Model Development in Oncology Reza Forghani, Peter Savadjiev, Avishek Chatterjee et al. Computational and Structural Biotechnology Journal	201

Top Papers: Medizinische Bildgebung (2019)

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