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Publications

Displaying results 281 to 290 of 682.

  1. Saifullah Saifullah; Stefan Agne; Andreas Dengel; Sheraz Ahmed

    The Reality of High Performing Deep Learning Models: A Case Study on Document Image Classification

    In: IEEE Access (IEEE), Vol. 12, Pages 103537-103564, IEEE, 2024.

  2. Martin Kuhn; Joscha Grüger; Ralph Bergmann

    PALSYN: a method for synthetic multi-perspective event log generation with differential private guarantees

    In: Chiara Di Francescomarino; Marwan Hassani; Jan Mendling; Arik Senderovich (Hrsg.). Process Science, Vol. 2, No. 1, Pages 1-37, Springer Nature, Cham, 12/2025.

  3. Yihao Sun; Tianming Du; Bin Wang; Mamunur Rahaman; Xinghao Wang; Xinyu Huang; Tao Jiang; Marcin Grzegorzek; Hongzan Sun; Jian Xu; Chen Li

    COVID-19CT+: A public dataset of CT images for COVID-19 retrospective analysis

    In: Journal of X-ray science and technology, Vol. 33, Pages 901-915, SAGE Journals, 5/2025.

  4. Enhui He; Yiran Wang; Xinghao Wang; Zhanxiong Yi; Marcin Grzegorzek; Peipei Yang; Xiangdong Hu; Ying Feng; Zhixiang Wang

    Recommendation of a Surgical Approach for Papillary Thyroid Microcarcinoma Based on Preoperative Ultrasound Features Using a Multiclass Deep Neural Network

    In: Journal of Medical and Biological Engineering (JMBE), Vol. 45, Pages 378-384, Springer Nature, 6/2025.

  5. Prudhvi Kumar Kakani; Mohammad Asif Habibi; Manjunath Reddy Chavva Balannagari; Xavier Costa-Pérez; Hans Dieter Schotten

    Mitigating ML-Driven Adversarial Attacks on xApps Using Dynamic Defense Mechanisms

    In: IEEE Open Journal of the Communications Society (OJCOMS), Vol. 6, Pages 6912-6929, IEEE, 2025.

  6. Shishir Muralidhara; Adriano Lucieri; Andreas Dengel; Sheraz Ahmed

    Holistic multi-class classification & grading of diabetic foot ulcerations from plantar thermal images using deep learning

    In: Health Information Science and Systems, Vol. 10, No. 21, Pages 1-9, Springer, 8/2022.

  7. Maxx Richard Rahman; Mostafa Hammouda; Wolfgang Maaß

    DiGAN: Diffusion-Guided Attention Network for Early Alzheimer's Disease Detection

    In: 1st AI for Healthy Aging and Longevity Workshop (AIAA). AAAI Conference on Artificial Intelligence (AAAI-2026), AAAI, 2026.

  8. Payal Varshney; Adriano Lucieri; Christoph Peter Balada; Sheraz Ahmed; Andreas Dengel

    LD-ViCE: Latent Diffusion Model for Video Counterfactual Explanations

    2025.

  9. Sara Narteni; Alberto Carlevaro; Zeming Duan; Serge Autexier; Maurizio Mongelli

    Physics-Aware Conformal Prediction for Deep Learning-based Wheelchair Local Navigation

    In: Khuong An Nguyen; Zhiyuan Luo; Harris Papadopoulos; Tuwe Löfström; Lars Carlsson; Henrik Boström (Hrsg.). Fourteenth Symposium on Conformal and Probabilistic Prediction with Applications. Symposium in Conformal and Probabilistic Prediction with Applications (COPA-2025), September 10-12, London, United Kingdom, Pages 778-780, Proceedings of Machine Learning Research (PMLR), Vol. 266, PMLR, 9/2025.

  10. Sebastian Germer; Christiane Rudolph; Louisa Labohm; Alexander Katalinic; Natalie Rath; Katharina Rausch; Bernd Holleczek; AI-Care Working Group; Heinz Handels

    Survival analysis for lung cancer patients: A comparison of Cox regression and machine learning models

    In: International Journal of Medical Informatics (IJMEDI), Vol. 191, Pages 105607-105607, Elsevier, 8/2024.

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