Top Papers: Medizinische Bildgebung (2018)

Die 50 meistzitierten Arbeiten zu Medizinische Bildgebung aus dem Jahr 2018 (von 7.179 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.

2016 2017 2018 2019

#	Paper	Zitationen
1	An Integrated TCGA Pan-Cancer Clinical Data Resource to Drive High-Quality Survival Outcome Analytics Jianfang Liu, Tara M. Lichtenberg, Katherine A. Hoadley et al. Cell	3.881
2	Image reconstruction by domain-transform manifold learning Bo Zhu, Jeremiah Zhe Liu, Stephen Cauley et al. Nature	1.703
3	Low-Dose CT Image Denoising Using a Generative Adversarial Network With Wasserstein Distance and Perceptual Loss Qingsong Yang, Pingkun Yan, Yanbo Zhang et al. IEEE Transactions on Medical Imaging	1.595
4	Photon-counting CT: Technical Principles and Clinical Prospects Martin J. Willemink, Mats Persson, Amir Pourmorteza et al. Radiology	1.221
5	An overview of deep learning in medical imaging focusing on MRI Lundervold, Alexander Selvikvåg, Lundervold, Arvid Bergen Open Research Archive (BORA) (University of Bergen)	1.036
6	A deep learning framework for unsupervised affine and deformable image registration Bob D. de Vos, Floris F. Berendsen, Max A. Viergever et al. Medical Image Analysis	817
7	CSF biomarkers of Alzheimer's disease concord with amyloid‐β PET and predict clinical progression: A study of fully automated immunoassays in BioFINDER and ADNI cohorts Oskar Hansson, John Seibyl, Erik Stomrud et al. Alzheimer s & Dementia	815
8	B97-3c: A revised low-cost variant of the B97-D density functional method Jan Gerit Brandenburg, Christoph Bannwarth, Andreas Hansen et al. The Journal of Chemical Physics	749
9	89Zr-atezolizumab imaging as a non-invasive approach to assess clinical response to PD-L1 blockade in cancer Frederike Bensch, Elly L. van der Veen, Marjolijn N. Lub–de Hooge et al. Nature Medicine	719
10	Learned Primal-Dual Reconstruction Jonas Adler, Ozan Oktem IEEE Transactions on Medical Imaging	694
11	An Unsupervised Learning Model for Deformable Medical Image Registration Balakrishnan, Guha, Zhao, Amy, Sabuncu, Mert R. et al. DSpace@MIT (Massachusetts Institute of Technology)	685
12	Radiomics of CT Features May Be Nonreproducible and Redundant: Influence of CT Acquisition Parameters R. Berenguer, María del Rosario Pastor-Juan, Jesús Canales‐Vázquez et al. Radiology	612
13	Convolutional Recurrent Neural Networks for Dynamic MR Image Reconstruction Chen Qin, Jo Schlemper, José Caballero et al. IEEE Transactions on Medical Imaging	611
14	Framing U-Net via Deep Convolutional Framelets: Application to Sparse-View CT Yoseob Han, Jong Chul Ye IEEE Transactions on Medical Imaging	583
15	The evolution of image reconstruction for CT—from filtered back projection to artificial intelligence Martin J. Willemink, Peter B. Noël European Radiology	579
16	fastMRI: An Open Dataset and Benchmarks for Accelerated MRI Jure Žbontar, Florian Knöll, Anuroop Sriram et al. arXiv (Cornell University)	574
17	An Unsupervised Learning Model for Deformable Medical Image Registration Guha Balakrishnan, Amy Zhao, Mert R. Sabuncu et al. —	572
18	Image Reconstruction is a New Frontier of Machine Learning Ge Wang, Jong Ye, Klaus Mueller et al. IEEE Transactions on Medical Imaging	527
19	Joint EANM/EANO/RANO practice guidelines/SNMMI procedure standards for imaging of gliomas using PET with radiolabelled amino acids and [18F]FDG: version 1.0 Ian Law, Nathalie L. Albert, Javier Arbizu et al. European Journal of Nuclear Medicine and Molecular Imaging	525
20	Innovative Target for Production of Technetium-99m by Biomedical Cyclotron Hanna Skliarova, Sara Cisternino, Gianfranco Cicoria et al. Molecules	499
21	Convolutional Neural Network Based Metal Artifact Reduction in X-Ray Computed Tomography Yanbo Zhang, Hengyong Yu IEEE Transactions on Medical Imaging	477
22	Longitudinal tau PET in ageing and Alzheimer’s disease Clifford R. Jack, Heather J. Wiste, Christopher G. Schwarz et al. Brain	455
23	<scp>KIKI</scp>‐net: cross‐domain convolutional neural networks for reconstructing undersampled magnetic resonance images Taejoon Eo, Yohan Jun, Taeseong Kim et al. Magnetic Resonance in Medicine	455
24	3D conditional generative adversarial networks for high-quality PET image estimation at low dose Yan Wang, Biting Yu, Lei Wang et al. NeuroImage	453
25	Radioactive Main Group and Rare Earth Metals for Imaging and Therapy Thomas I. Kostelnik, Chris Orvig Chemical Reviews	453
26	Production and integration of the ATLAS Insertable B-Layer B. Abbott, J. Albert, Fabrizio Alberti et al. Journal of Instrumentation	441
27	A Sparse-View CT Reconstruction Method Based on Combination of DenseNet and Deconvolution Zhicheng Zhang, Xiaokun Liang, Dong Xu et al. IEEE Transactions on Medical Imaging	439
28	Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network Zizhao Zhang, Lin Yang, Yefeng Zheng —	434
29	LEARN: Learned Experts’ Assessment-Based Reconstruction Network for Sparse-Data CT Hu Chen, Yi Zhang, Yunjin Chen et al. IEEE Transactions on Medical Imaging	430
30	A review on CT image noise and its denoising Manoj Diwakar, Manoj Kumar Biomedical Signal Processing and Control	408
31	Medical Imaging Systems Joachim Hornegger, Vincent Christlein, Stefan Steidl et al. Lecture notes in computer science	405
32	3-D Convolutional Encoder-Decoder Network for Low-Dose CT via Transfer Learning From a 2-D Trained Network Hongming Shan, Yi Zhang, Qingsong Yang et al. IEEE Transactions on Medical Imaging	397
33	Quantitative imaging biomarkers alliance (QIBA) recommendations for improved precision of DWI and DCE‐MRI derived biomarkers in multicenter oncology trials Amita Shukla‐Dave, Nancy A. Obuchowski, Thomas L. Chenevert et al. Journal of Magnetic Resonance Imaging	395
34	Scan‐specific robust artificial‐neural‐networks for k‐space interpolation (RAKI) reconstruction: Database‐free deep learning for fast imaging Mehmet Akçakaya, Steen Moeller, Sebastian Weingärtner et al. Magnetic Resonance in Medicine	390
35	Single Photon Emission Computed Tomography (SPECT) Myocardial Perfusion Imaging Guidelines: Instrumentation, Acquisition, Processing, and Interpretation Sharmila Dorbala, Karthik Ananthasubramaniam, Ian S. Armstrong et al. Journal of Nuclear Cardiology	387
36	A Postreconstruction Harmonization Method for Multicenter Radiomic Studies in PET Fanny Orlhac, Sarah Boughdad, Cathy Philippe et al. Journal of Nuclear Medicine	375
37	Deuterium metabolic imaging (DMI) for MRI-based 3D mapping of metabolism in vivo Henk M. De Feyter, Kevin L. Behar, Zachary Corbin et al. Science Advances	365
38	CNN-Based Projected Gradient Descent for Consistent CT Image Reconstruction Harshit Gupta, Kyong Hwan Jin, Ha Q. Nguyen et al. IEEE Transactions on Medical Imaging	363
39	An Overview of Targeted Alpha Therapy with <sup>225</sup>Actinium and <sup>213</sup>Bismuth Aliyah Morgenstern, Christos Apostolidis, Clemens Kratochwil et al. Current Radiopharmaceuticals	353
40	Deep Convolutional Framelet Denosing for Low-Dose CT via Wavelet Residual Network Eun‐Hee Kang, Won Chang, Jaejun Yoo et al. IEEE Transactions on Medical Imaging	347
41	Chemistry for Positron Emission Tomography: Recent Advances in <sup>11</sup>C‐, <sup>18</sup>F‐, <sup>13</sup>N‐, and <sup>15</sup>O‐Labeling Reactions Xiaoyun Deng, Jian Rong, Lu Wang et al. Angewandte Chemie International Edition	346
42	Deep Learning for Prediction of Obstructive Disease From Fast Myocardial Perfusion SPECT Julián Betancur, Frédéric Commandeur, M Esmaeili Motlagh et al. JACC. Cardiovascular imaging	343
43	Current and Novel Techniques for Metal Artifact Reduction at CT: Practical Guide for Radiologists Masaki Katsura, Jiro Sato, Masaaki Akahane et al. Radiographics	331
44	Sharpness-Aware Low-Dose CT Denoising Using Conditional Generative Adversarial Network Yi Xin, Paul Babyn Journal of Digital Imaging	328
45	MR fingerprinting Deep RecOnstruction NEtwork (DRONE) Ouri Cohen, Bo Zhu, Matthew S. Rosen Magnetic Resonance in Medicine	311
46	Understanding and simulating SiPMs Fabio Acerbi, S. Gundacker Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment	302
47	Recent advances on the development of phantoms using 3D printing for imaging with CT, MRI, PET, SPECT, and ultrasound Valeria Filippou, Charalampos Tsoumpas Medical Physics	300
48	Deep Learning in Neuroradiology Greg Zaharchuk, Enhao Gong, Max Wintermark et al. American Journal of Neuroradiology	298
49	PET Image Reconstruction Using Deep Image Prior Kuang Gong, Ciprian Catana, Jinyi Qi et al. IEEE Transactions on Medical Imaging	289
50	High‐Z Sensitized Plastic Scintillators: A Review Tibor Jacob Hajagos, Chao Liu, Nerine J. Cherepy et al. Advanced Materials	280

Top Papers: Medizinische Bildgebung (2018)

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