Peng Tang

Peng Tang, MSc
PhD student

Email: peng.tang(at)tum.de

List of Publications

P. Tang, X. Yan, Y. Nan, X. Hu, B. Menze, S. Krammer, T. Lasser. Joint-Individual Fusion Structure with Fusion Attention Module for Multi-Modal Skin Cancer Classification. Pattern Recognition 154, 2024 DOI

P. Tang, Z. Xu, C. Zhou, P. Wei, P. Han, T. Lasser. Prior and Prediction Inverse Kernel Transformer for Single Image Defocus Deblurring. Annual AAAI Conference on Artificial Intelligence, Vancouver, Canada, February, 2024

P. Tang, T. Lasser. Single-Shared Network with Prior-Inspired Loss for Parameter-Efficient Multi-Modal Imaging Skin Lesion Classification. arXiv:2403.19203, 2024 DOI

P. Tang, Z. Xu, P. Wei, X. Hu, P. Zhao, X. Cao, C. Zhou, T. Lasser. R-R2KAC: Improving Single Image Defocus Deblurring. arXiv:2307.16242, 2023 DOI
P. Tang, Y. Nan, T. Lasser. Graph-Ensemble Learning Model for Multi-label Skin Lesion Classification using Dermoscopy and Clinical Images. arXiv:2307.01704, 2023 DOI

S. Krammer, Y. Li, N. Jakob, A.-S. Böhm, H. Wolff, P. Tang, T. Lasser, L.E. French, D. Hartmann. Deep learning-based classification of dermatological lesions given a limited amount of labeled data. Journal of the European Academy of Dermatology and Venereology 36, 2022 DOI
P. Tang, X. Yan, Y. Nan, S. Xiang, S. Krammer, T. Lasser. FusionM4Net: A multi-stage multi-modal learning algorithm for multi-label skin lesion classification. Medical Image Analysis 76, 2022 DOI

Prof. Dr. Tobias Lasser

Department of Computer Science
Munich Institute of Biomedical Engineering

Technical University of Munich

lasser@cit.tum.de

07-16-2024

New publication in Medical Physics

05-30-2024

New publication in PR

05-16-2024

New publication in IEEE TMI