Stem cell microscopic image segmentation using supervised normalized cuts. - Xinyu Huang 003; Chen Li 022; Minmin Shen; Kimiaki Shirahama; Johanna Nyffeler; Marcel Leist; Marcin Grzegorzek; Oliver Deussen (ICIP, 2016)

Sleep stage classification for child patients using DeConvolutional Neural Network. - Xinyu Huang 003; Kimiaki Shirahama; Frédéric Li; Marcin Grzegorzek (Artif. Intell. Medicine, 2020)

Deep Transfer Learning for Time Series Data Based on Sensor Modality Classification. - Frédéric Li; Kimiaki Shirahama; Muhammad Adeel Nisar; Xinyu Huang 003; Marcin Grzegorzek (Sensors, 2020)

Rank Pooling Approach for Wearable Sensor-Based ADLs Recognition. - Muhammad Adeel Nisar; Kimiaki Shirahama; Frédéric Li; Xinyu Huang 003; Marcin Grzegorzek (Sensors, 2020)

EMDS-7: Environmental Microorganism Image Dataset Seventh Version for Multiple Object Detection Evaluation. - Hechen Yang; Chen Li 022; Xin Zhao 023; Bencheng Cai; Jiawei Zhang; Pingli Ma; Peng Zhao; Ao Chen 001; Tao Jiang 014; Hongzan Sun; Yueyang Teng; Shouliang Qi; et al. (CoRR, 2021)

IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach. - Haoyuan Chen; Chen Li 022; Xiaoyan Li; Md Mamunur Rahaman; Weiming Hu; Yixin Li; Wanli Liu; Changhao Sun; Hongzan Sun; Xinyu Huang 003; Marcin Grzegorzek (Comput. Biol. Medicine, 2022)

TOD-CNN: An effective convolutional neural network for tiny object detection in sperm videos. - Shuojia Zou; Chen Li 022; Hongzan Sun; Peng Xu; Jiawei Zhang; Pingli Ma; Yudong Yao; Xinyu Huang 003; Marcin Grzegorzek (Comput. Biol. Medicine, 2022)

A State-of-the-art Survey of U-Net in Microscopic Image Analysis: from Simple Usage to Structure Mortification. - Jian Wu 036; Wanli Liu; Chen Li 022; Tao Jiang 014; Islam Mohammad Shariful; Hongzan Sun; Xiaoqi Li 007; Xintong Li; Xinyu Huang 003; Marcin Grzegorzek (CoRR, 2022)

EBHI: A New Enteroscope Biopsy Histopathological H&E Image Dataset for Image Classification Evaluation. - Weiming Hu; Chen Li 022; Xiaoyan Li; Md Mamunur Rahaman; Yong Zhang; Haoyuan Chen; Wanli Liu; Yudong Yao; Hongzan Sun; Ning Xu 012; Xinyu Huang 003; Marcin Grzegorzek (CoRR, 2022)

Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology. - Yuchao Zheng; Chen Li 022; Xiaomin Zhou; Haoyuan Chen; Hao Xu 042; Yixin Li; Haiqing Zhang; Xiaoyan Li; Hongzan Sun; Xinyu Huang 003; Marcin Grzegorzek (CoRR, 2022)

Application of Graph Based Features in Computer Aided Diagnosis for Histopathological Image Classification of Gastric Cancer. - Haiqing Zhang; Chen Li 022; Shiliang Ai; Haoyuan Chen; Yuchao Zheng; Yixin Li; Xiaoyan Li; Hongzan Sun; Xinyu Huang 003; Marcin Grzegorzek (CoRR, 2022)

A Comparative Study of Gastric Histopathology Sub-size Image Classification: from Linear Regression to Visual Transformer. - Weiming Hu; Haoyuan Chen; Wanli Liu; Xiaoyan Li; Hongzan Sun; Xinyu Huang 003; Marcin Grzegorzek; Chen Li 022 (CoRR, 2022)

SenseHunger: Machine Learning Approach to Hunger Detection Using Wearable Sensors. - Muhammad Tausif Irshad; Muhammad Adeel Nisar; Xinyu Huang 003; Jana Hartz; Olaf Flak; Frédéric Li; Philip Gouverneur; Artur Piet; Kerstin M. Oltmanns; Marcin Grzegorzek (Sensors, 2022)

Sensor-Based Detection of Food Hypersensitivity Using Machine Learning. - Lennart Jablonski; Torge Jensen; Greta M. Ahlemann; Xinyu Huang 003; Vivian V. Tetzlaff-Lelleck; Artur Piet; Franziska Schmelter; Valerie S. Dinkler; Christian Sina; Marcin Grzegorzek (iWOAR, 2023)

Sleep Stage Classification in Children Using Self-Attention and Gaussian Noise Data Augmentation. - Xinyu Huang 003; Kimiaki Shirahama; Muhammad Tausif Irshad; Muhammad Adeel Nisar; Artur Piet; Marcin Grzegorzek (Sensors, 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. - Weiming Hu; Xintong Li; Chen Li 022; Rui Li; Tao Jiang 014; Hongzan Sun; Xinyu Huang 003; Marcin Grzegorzek; Xiaoyan Li (Comput. Biol. Medicine, 2023)

A Hierarchical Multitask Learning Approach for the Recognition of Activities of Daily Living Using Data from Wearable Sensors. - Muhammad Adeel Nisar; Kimiaki Shirahama; Muhammad Tausif Irshad; Xinyu Huang 003; Marcin Grzegorzek (Sensors, 2023)

Optimizing sleep staging on multimodal time series: Leveraging borderline synthetic minority oversampling technique and supervised convolutional contrastive learning. - Xinyu Huang 003; Franziska Schmelter; Muhammad Tausif Irshad; Artur Piet; Muhammad Adeel Nisar; Christian Sina; Marcin Grzegorzek (Comput. Biol. Medicine, 2023)

Wearable-based human flow experience recognition enhanced by transfer learning methods using emotion data. - Muhammad Tausif Irshad; Frédéric Li; Muhammad Adeel Nisar; Xinyu Huang 003; Martje Buss; Leonie Kloep; Corinna Peifer; Barbara Kozusznik; Anita Pollak; Adrian Pyszka; Olaf Flak; Marcin Grzegorzek (Comput. Biol. Medicine, 2023)

An Extended Few-Shot Learning-Based Approach for Histopathological Image Classification of Pan-Cancer in the Digestive System. - Rui Li; Md Mamunur Rahaman; Xiaoyan Li; Hongzan Sun; Jinzhu Yang; Minghe Gao; Marcin Grzegorzek; Tao Jiang 014; Xinyu Huang 003; Chen Li 022 (ADMA (4), 2024)

RBMO-Att-Bi-LSTM: A Red-Billed Blue Magpie Optimiser-Self-attention Mechanism Based Optimisation of Bi-Directional Long- and Short-Term Memory Networks for Classification of COVID-19 CT Images. - Yihao Sun; Tianming Du; Hongzan Sun; Jian Xu; Md Mamunur Rahaman; Xinghao Wang; Xinyu Huang 003; Tao Jiang 014; Marcin Grzegorzek; Ning Xu 012; Chen Li 022 (ADMA (4), 2024)

A state-of-the-art survey of U-Net in microscopic image analysis: from simple usage to structure mortification. - Jian Wu 036; Wanli Liu; Chen Li 022; Tao Jiang 014; Islam Mohammad Shariful; Yudong Yao; Hongzan Sun; Xiaoqi Li 007; Xintong Li; Xinyu Huang 003; Marcin Grzegorzek (Neural Comput. Appl., 2024)

Machine learning models for wearable-based human activity recognition: A comparative study. - Gabriela Ciortuz; Hawzhin Hozhabr Pour; Muhammad Tausif Irshad; Muhammad Adeel Nisar; Xinyu Huang 003; Sebastian J. F. Fudickar (Neurocomputing, 2025)