Bin Yang - Publications, H-index & Citations

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Bin Yang

university of stuttgart

35H-index

284Paper Count

4.8KCitation Count

Published Papers 30

Publication Date

Age- and BMI-Dependent Psoas and Gluteus Muscle Mass in 27,805 Participants of the Population-Based German National Cohort (NAKO Gesundheitsstudie): A Deep-Learning 3T MRI Study

Diagnostics

IF3.3

2026-03-04

OAAI

Lena Sophie Kiefer; Marius Winter; Sofia Pappa; Marc Fischer; Thomas Küstner; Thierno D. Diallo; Eduardo Calderón; Fabian Bamberg; Konstantin Nikolaou; Bin Yang; Fritz Schick

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Test-Time Adaptation for Speech Enhancement via Domain Invariant Embedding Transformation

IEEE Open Journal of Signal Processing

IF2.7

2026-01-20

OAAI

Tobias Raichle; Niels Edinger; Bin Yang

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The dynamic course of spontaneous muscular contractions assessed using multiple-point acquisition in diffusion-weighted stimulated echo imaging

Magnetic Resonance in Medicine

IF3

2025-06-18

OAAI

Martin Schwartz; Petros Martirosian; Victor Fritz; Günter Steidle; Bin Yang; Fritz Schick

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Capturing forceful interaction with deformable objects using a deep learning-powered stretchable tactile array

NATURE COMMUNICATIONS

IF15.7

2024-11-04

OAAI

Jiang, Chunpeng; Xu, Wenqiang; Li, Yutong; Yu, Zhenjun; Wang, Longchun; Hu, Xiaotong; Xie, Zhengyi; Liu, Qingkun; Yang, Bin; Wang, Xiaolin; Du, Wenxin; Tang, Tutian; Zheng, Dongzhe; Yao, Siqiong; Lu, Cewu; Liu, Jingquan

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EEG motor imagery decoding: a framework for comparative analysis with channel attention mechanisms

JOURNAL OF NEURAL ENGINEERING

IF3.8

2024-05-20

OAAI

Wimpff, Martin; Gizzi, Leonardo; Zerfowski, Jan; Yang, Bin

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CMGAN: Conformer-Based Metric-GAN for Monaural Speech Enhancement

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2024-01-01

OAAI

Abdulatif, Sherif; Cao, Ruizhe; Yang, Bin

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Prompt tuning for parameter-efficient medical image segmentation

MEDICAL IMAGE ANALYSIS

IF11.8

2024-01-01

OAAI

Fischer, Marc; Bartler, Alexander; Yang, Bin

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Behavior-Aware Pedestrian Trajectory Prediction in Ego-Centric Camera Views with Spatio-Temporal Ego-Motion Estimation

MACHINE LEARNING AND KNOWLEDGE EXTRACTION

IF6

2023-08-03

OAAI

Czech, Phillip; Braun, Markus; Kressel, Ulrich; Yang, Bin

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Self-supervised contrastive learning with random walks for medical image segmentation with limited annotations

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2023-03-01

PREAI

Fischer, Marc; Hepp, Tobias; Gatidis, Sergios; Yang, Bin

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Avoiding Shortcut-Learning by Mutual Information Minimization in Deep Learning-Based Image Processing

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Fay, Louisa; Cobos, Erick; Yang, Bin; Gatidis, Sergios; Kuestner, Thomas

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LAPNet: Non-Rigid Registration Derived in k-Space for Magnetic Resonance Imaging

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2021-12-01

OAAI

Kuestner, Thomas; Pan, Jiazhen; Qi, Haikun; Cruz, Gastao; Gilliam, Christopher; Blu, Thierry; Yang, Bin; Gatidis, Sergios; Botnar, Rene; Prieto, Claudia

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Uncertainty estimation and explainability in deep learning-based age estimation of the human brain: Results from the German National Cohort MRI study

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2021-09-01

OAAI

Hepp, Tobias; Blum, Dominik; Armanious, Karim; Schoelkopf, Bernhard; Stern, Darko; Yang, Bin; Gatidis, Sergios

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Age-Net: An MRI-Based Iterative Framework for Brain Biological Age Estimation

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2021-07-01

OAAI

Armanious, Karim; Abdulatif, Sherif; Shi, Wenbin; Salian, Shashank; Kustner, Thomas; Weiskopf, Daniel; Hepp, Tobias; Gatidis, Sergios; Yang, Bin

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A Learning-Aided Generic Framework for Fault Detection and Recovery of Inertial Sensors in Automated Driving Systems

ieee open journal of circuits and systems

IF4.4

2021-06-01

PREAI

Liao, Yiwen; Hashemi, Ehsan; Wang, Tong; Yang, Bin

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Independent attenuation correction of whole body [18F]FDG-PET using a deep learning approach with Generative Adversarial Networks

EJNMMI RESEARCH

IF3

2020-05-24

OAAI

Armanious, Karim; Hepp, Tobias; Kuestnert, Thomas; Dittmann, Helmut; Nikolaou, Konstantin; La Fougere, Christian; Yang, Bin; Gatidis, Sergios

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High-Performance Automotive Radar A review of signal processing algorithms and modulation schemes

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2019-09-01

175

PREAI

Hakobyan, Gor; Yang, Bin

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Simultaneous Volumetric Segmentation of Vertebral Bodies and Intervertebral Discs on Fat-Water MR Images

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2019-07-01

PREAI

Fallah, Faezeh; Walter, Sven Stephan; Bamberg, Fabian; Yang, Bin

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Retrospective correction of motion-affected MR images using deep learning frameworks

MAGNETIC RESONANCE IN MEDICINE

IF3

2019-05-13

PREAI

Kuestner, Thomas; Armanious, Karim; Yang, Jiahuan; Yang, Bin; Schick, Fritz; Gatidis, Sergios

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A Novel Intercarrier-Interference Free Signal Processing Scheme for OFDM Radar

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

IF7.1

2018-06-01

PREAI

Hakobyan, Gor; Yang, Bin

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MR-based respiratory and cardiac motion correction for PET imaging

MEDICAL IMAGE ANALYSIS

IF11.8

2017-12-01

PREAI

Kuestner, Thomas; Schwartz, Martin; Martirosian, Petros; Gatidis, Sergios; Seith, Ferdinand; Gilliam, Christopher; Blu, Thierry; Fayad, Hadi; Visvikis, Dimitris; Schick, F.; Yang, B.; Schmidt, H.; Schwenzer, N. F.

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Research Directions