| A comparative study of gastric histopathology sub-size image classification: From linear regression to visual transformer W Hu, H Chen, W Liu, X Li, H Sun, X Huang, M Grzegorzek, C Li Frontiers in Medicine 9, 1072109, 2022 | 10 | 2022 |
| A Hierarchical Multitask Learning Approach for the Recognition of Activities of Daily Living Using Data from Wearable Sensors MA Nisar, K Shirahama, MT Irshad, X Huang, M Grzegorzek Sensors 23 (19), 8234, 2023 | 1 | 2023 |
| A state-of-the-art survey of artificial neural networks for whole-slide image analysis: from popular convolutional neural networks to potential visual transformers W Hu, X Li, C Li, R Li, T Jiang, H Sun, X Huang, M Grzegorzek, X Li Computers in Biology and Medicine 161, 107034, 2023 | 28 | 2023 |
| A state-of-the-art survey of U-Net in microscopic image analysis: from simple usage to structure mortification J Wu, W Liu, C Li, T Jiang, IM Shariful, Y Yao, H Sun, X Li, X Li, X Huang, ... Neural Computing and Applications 36 (7), 3317-3346, 2024 | 7 | 2024 |
| Analysis of the Relevance of Physiological Signals for Sleep Stage Classification using Deep Neural Networks M Kasten, F Li, X Huang, M Grzegorzek In: 65th Annual Meeting of the German Association for Medical Informatics …, 2020 | | 2020 |
| Application of Graph Based Features in Computer Aided Diagnosis for Histopathological Image Classification of Gastric Cancer H Zhang, C Li, S Ai, H Chen, Y Zheng, Y Li, X Li, H Sun, X Huang, ... arXiv preprint arXiv:2205.08467, 2022 | 1 | 2022 |
| Application of graph-based features in computer-aided diagnosis for histopathological image classification of gastric cancer Y Zhang, Haiqing. and Li, Chen. and Ai, Shiliang. and Chen, Haoyuan. anZheng Digital Medicine, 2022 | | 2022 |
| Application of transfer learning and ensemble learning in image-level classification for breast histopathology Y Zheng, C Li, X Zhou, H Chen, H Xu, Y Li, H Zhang, X Li, H Sun, ... Intelligent Medicine 3 (02), 115-128, 2023 | 48 | 2023 |
| Comparison of Data Augmentation Techniques for PhenotypeData of Parkinson's Patients C Trense, A Piet, X Huang, M Grzegorzek Student Conference Proceedings 2022: Medical Engineering Science, Medical …, 2022 | | 2022 |
| Deep transfer learning for time series data based on sensor modality classification F Li, K Shirahama, MA Nisar, X Huang, M Grzegorzek Sensors 20 (15), 4271, 2020 | 57 | 2020 |
| EMDS-7: Environmental microorganism image dataset seventh version for multiple object detection evaluation H Yang, C Li, X Zhao, B Cai, J Zhang, P Ma, P Zhao, A Chen, T Jiang, ... Frontiers in Microbiology 14, 1084312, 2023 | 8 | 2023 |
| From Data to Insight: Predicting Interstitial Glucose in Healthy Cohort with Non-invasive Sensor Technology and Machine Learning X Huang, F Schmelter, C Seitzer, L Martensen, H Otzen, A Piet, O Witt, ... 10.21203/rs.3.rs-3008236/v1, 2023 | | 2023 |
| Full-automatic computer aided system for stem cell clustering using content-based microscopic image analysis C Li, X Huang, T Jiang, N Xu Biocybernetics and Biomedical Engineering 37 (3), 540-558, 2017 | 8 | 2017 |
| IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach H Chen, C Li, X Li, MM Rahaman, W Hu, Y Li, W Liu, C Sun, H Sun, ... Computers in Biology and Medicine 143, 105265, 2022 | 82 | 2022 |
| Introducing a Non-Invasive App for Cardiovascular Disease Diagnosis Support - (a pilot study) RJ Doniec, N Piaseczna, E Berepiki, MT Irshad, X Huang, S Sieciński, ... Refereed Proceedings of Telemedicine and eHealth, Polish Telemedicine and …, 2023 | | 2023 |
| Optimizing sleep staging on multimodal time series: Leveraging borderline synthetic minority oversampling technique and supervised convolutional contrastive learning X Huang, F Schmelter, MT Irshad, A Piet, MA Nisar, C Sina, M Grzegorzek Computers in Biology and Medicine 166, 107501, 2023 | 1 | 2023 |
| Rank pooling approach for wearable sensor-based ADLs recognition MA Nisar, K Shirahama, F Li, X Huang, M Grzegorzek Sensors 20 (12), 3463, 2020 | 21 | 2020 |
| Sem-rcnn: a squeeze-and-excitation-based mask region convolutional neural network for multi-class environmental microorganism detection J Zhang, P Ma, T Jiang, X Zhao, W Tan, J Zhang, S Zou, X Huang, ... Applied Sciences 12 (19), 9902, 2022 | 14 | 2022 |
| SenseHunger: Machine learning approach to hunger detection using wearable sensors MT Irshad, MA Nisar, X Huang, J Hartz, O Flak, F Li, P Gouverneur, A Piet, ... Sensors 22 (20), 7711, 2022 | 17 | 2022 |
| Sensor-based detection of food hypersensitivity using machine learning L Jablonski, T Jensen, GM Ahlemann, X Huang, VV Tetzlaff-Lelleck, ... Proceedings of the 8th international Workshop on Sensor-Based Activity …, 2023 | 2 | 2023 |
Marcin GrzegorzekScientific Director at DFKI Lab Lübeck | Professor at the University of LübeckVerified email at dfki.de