Publications

Théo Vincent; Yogesh Tripathi; Tim Lukas Faust; Abdullah Akgül; Yaniv Oren; Melih Kandemir; Jan Peters; Carlo D'Eramo

Bridging the performance-gap between target-free and target-based reinforcement learning

In: International Conference on Learning Representations. International Conference on Learning Representations (ICLR-2026), located at ICLR-2026, ICLR, 2026.

Yan Liu; Tao Jiang; Rui Li; Lingling Yuan; Marcin Grzegorzek; Chen Li; Xiaoyan Li

A state-of-the-art review of diffusion model applications for microscopic image and micro-alike image analysis

In: Frontiers in Medicine, Vol. Volume 12 - 2025, Pages 1551894-1551894, Frontiers Media SA, 7/2025.

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.

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.

Md Abid Hasan; Frédéric Li; Vivian Tetzlaff-Lelleck; Franziska Schmelter; Greta Marie Ahlemann; Lennart Jablonski; Xinyu Huang; Christian Sina; Marcin Grzegorzek

Deep-learning-based Detection of Food Hypersensitivity from Confocal Laser Endomicroscopy Images of the Gastro-intestinal Tract

In: Tung X. Bui (Hrsg.). 58th Hawaii International Conference on System Sciences 2025. Proceedings. Hawaii International Conference on System Sciences (HICSS-2025), January 7-10, Pages 3290-3299, ISBN 978-0-9981331-8-8, University of Hawaii Press, 2025.

Shanchuan Huang; Hongwei Lei; Jinzhu Yang; Tao Hang; Liuhan Jin; Yudong Yao; Marcin Grzegorzek; Chen Li

An Attention Mechanism and Ensemble Learning based on Dermoscopic Image Classification.

In: Journal of Imaging Science & Technology (JIST), Vol. 68, No. 4, Pages 1-14, Society for Imaging Science and Technology, 7/2024.

Xinyu Huang; Franziska Schmelter; Annemarie Uhlig; Muhammad Tausif Irshad; Muhammad Adeel Nisar; Artur Piet; Lennart Jablonski; Oliver Witt; Torsten Schröder; Christian Sina; Marcin Grzegorzek

Comparison of feature learning methods for non-invasive interstitial glucose prediction using wearable sensors in healthy cohorts: a pilot study

In: Intelligent Medicine, Vol. 4, No. 4, Pages 226-238, Elsevier, 11/2024.

Tianming Du; Yihao Sun; Xinghao Wang; Tao Jiang; Ning Xu; Zeyd Boukhers; Marcin Grzegorzek; Hongzan Sun; Chen Li

A non-enhanced CT-based deep learning diagnostic system for COVID-19 infection at high risk among lung cancer patients

In: Frontiers in medicine, Vol. 11, Pages 1-1, Frontiers Media SA, 2024.

Jayasankar Santhosh; Andreas Dengel; Shoya Ishimaru

Gaze-Driven Adaptive Learning System With ChatGPT-Generated Summaries

In: IEEE Access (IEEE), Vol. 12, Pages 173714-173733, IEEE, 2024.

Max Bramer; Frederic Theodor Stahl (Hrsg.)

44th SGAI International Conference on Artificial Intelligence, AI 2024, Cambridge, UK, December 17–19, 2024, Proceedings, Part II

SGAI International Conference on Artificial Intelligence (AI-2024), December 17-19, Cambridge, United Kingdom, LNAI, Vol. 15447, Springer Nature Switzerland, Cham, 11/2024.