Xinyu Huang - RankMe

28 papers B 1Journal 22Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Deep Learning Framework for Brain Age Prediction Integrating Gray Matter Structure and White Matter Microstructure - MN-FNet. Bildverarbeitung für die Medizin Xinghao Wang, Marco Maass, Yuanheng Zhang, Chen Li, Xinyu Huang, Hongzan Sun, Marcin Grzegorzek
2026	J	`jnl`	Role of prior in human activity recognition: A survey. Eng. Appl. Artif. Intell. Yuanheng Zhang, Artur Piet, Sonja-Dana Roelen, Omair Ali, Jarek Krajewski, Xinyu Huang, Marcin Grzegorzek
2025	—	`conf`	Deep-learning-based Detection of Food Hypersensitivity from Confocal Laser Endomicroscopy Images of the Gastro-intestinal Tract. HICSS Md. Abid Hasan, Frédéric Li, Vivian V. Tetzlaff-Lelleck, Franziska Schmelter, Greta M. Ahlemann, Lennart Jablonski, Xinyu Huang, Christian Sina, Marcin Grzegorzek
2025	J	`jnl`	Machine learning models for wearable-based human activity recognition: A comparative study. Neurocomputing Gabriela Ciortuz, Hawzhin Hozhabr Pour, Muhammad Tausif Irshad, Muhammad Adeel Nisar, Xinyu Huang, Sebastian J. F. Fudickar
2024	J	`jnl`	A state-of-the-art survey of U-Net in microscopic image analysis: from simple usage to structure mortification. Neural Comput. Appl. Jian Wu, Wanli Liu, Chen Li, Tao Jiang, Islam Mohammad Shariful, Yudong Yao, Hongzan Sun, Xiaoqi Li, Xintong Li, Xinyu Huang, Marcin Grzegorzek
2024	—	`conf`	An Extended Few-Shot Learning-Based Approach for Histopathological Image Classification of Pan-Cancer in the Digestive System. ADMA (4) Rui Li, Md Mamunur Rahaman, Xiaoyan Li, Hongzan Sun, Jinzhu Yang, Minghe Gao, Marcin Grzegorzek, Tao Jiang, Xinyu Huang, Chen Li
2024	—	`conf`	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. ADMA (4) Yihao Sun, Tianming Du, Hongzan Sun, Jian Xu, Md Mamunur Rahaman, Xinghao Wang, Xinyu Huang, Tao Jiang, Marcin Grzegorzek, Ning Xu, Chen Li
2023	J	`jnl`	A Hierarchical Multitask Learning Approach for the Recognition of Activities of Daily Living Using Data from Wearable Sensors. Sensors Muhammad Adeel Nisar, Kimiaki Shirahama, Muhammad Tausif Irshad, Xinyu Huang, Marcin Grzegorzek
2023	J	`jnl`	A state-of-the-art survey of artificial neural networks for Whole-slide Image analysis: From popular Convolutional Neural Networks to potential visual transformers. Comput. Biol. Medicine Weiming Hu, Xintong Li, Chen Li, Rui Li, Tao Jiang, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek, Xiaoyan Li
2023	J	`jnl`	Optimizing sleep staging on multimodal time series: Leveraging borderline synthetic minority oversampling technique and supervised convolutional contrastive learning. Comput. Biol. Medicine Xinyu Huang, Franziska Schmelter, Muhammad Tausif Irshad, Artur Piet, Muhammad Adeel Nisar, Christian Sina, Marcin Grzegorzek
2023	—	`conf`	Sensor-Based Detection of Food Hypersensitivity Using Machine Learning. iWOAR Lennart Jablonski, Torge Jensen, Greta M. Ahlemann, Xinyu Huang, Vivian V. Tetzlaff-Lelleck, Artur Piet, Franziska Schmelter, Valerie S. Dinkler, Christian Sina, Marcin Grzegorzek
2023	J	`jnl`	Sleep Stage Classification in Children Using Self-Attention and Gaussian Noise Data Augmentation. Sensors Xinyu Huang, Kimiaki Shirahama, Muhammad Tausif Irshad, Muhammad Adeel Nisar, Artur Piet, Marcin Grzegorzek
2023	J	`jnl`	Wearable-based human flow experience recognition enhanced by transfer learning methods using emotion data. Comput. Biol. Medicine Muhammad Tausif Irshad, Frédéric Li, Muhammad Adeel Nisar, Xinyu Huang, Martje Buss, Leonie Kloep, Corinna Peifer, Barbara Kozusznik, Anita Pollak, Adrian Pyszka, Olaf Flak, Marcin Grzegorzek
2022	J	`jnl`	A Comparative Study of Gastric Histopathology Sub-size Image Classification: from Linear Regression to Visual Transformer. CoRR Weiming Hu, Haoyuan Chen, Wanli Liu, Xiaoyan Li, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek, Chen Li
2022	J	`jnl`	A State-of-the-art Survey of U-Net in Microscopic Image Analysis: from Simple Usage to Structure Mortification. CoRR Jian Wu, Wanli Liu, Chen Li, Tao Jiang, Islam Mohammad Shariful, Hongzan Sun, Xiaoqi Li, Xintong Li, Xinyu Huang, Marcin Grzegorzek
2022	J	`jnl`	Application of Graph Based Features in Computer Aided Diagnosis for Histopathological Image Classification of Gastric Cancer. CoRR Haiqing Zhang, Chen Li, Shiliang Ai, Haoyuan Chen, Yuchao Zheng, Yixin Li, Xiaoyan Li, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek
2022	J	`jnl`	Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology. CoRR Yuchao Zheng, Chen Li, Xiaomin Zhou, Haoyuan Chen, Hao Xu, Yixin Li, Haiqing Zhang, Xiaoyan Li, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek
2022	J	`jnl`	EBHI: A New Enteroscope Biopsy Histopathological H&E Image Dataset for Image Classification Evaluation. CoRR Weiming Hu, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Yong Zhang, Haoyuan Chen, Wanli Liu, Yudong Yao, Hongzan Sun, Ning Xu, Xinyu Huang, Marcin Grzegorzek
2022	J	`jnl`	IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach. Comput. Biol. Medicine Haoyuan Chen, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek
2022	J	`jnl`	IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach. CoRR Haoyuan Chen, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek
2022	J	`jnl`	SenseHunger: Machine Learning Approach to Hunger Detection Using Wearable Sensors. Sensors Muhammad Tausif Irshad, Muhammad Adeel Nisar, Xinyu Huang, Jana Hartz, Olaf Flak, Frédéric Li, Philip Gouverneur, Artur Piet, Kerstin M. Oltmanns, Marcin Grzegorzek
2022	J	`jnl`	TOD-CNN: An Effective Convolutional Neural Network for Tiny Object Detection in Sperm Videos. CoRR Shuojia Zou, Chen Li, Hongzan Sun, Peng Xu, Jiawei Zhang, Pingli Ma, Yudong Yao, Xinyu Huang, Marcin Grzegorzek
2022	J	`jnl`	TOD-CNN: An effective convolutional neural network for tiny object detection in sperm videos. Comput. Biol. Medicine Shuojia Zou, Chen Li, Hongzan Sun, Peng Xu, Jiawei Zhang, Pingli Ma, Yudong Yao, Xinyu Huang, Marcin Grzegorzek
2021	J	`jnl`	EMDS-7: Environmental Microorganism Image Dataset Seventh Version for Multiple Object Detection Evaluation. CoRR Hechen Yang, Chen Li, Xin Zhao, Bencheng Cai, Jiawei Zhang, Pingli Ma, Peng Zhao, Ao Chen, Tao Jiang, Hongzan Sun, Yueyang Teng, Shouliang Qi, Xinyu Huang, Marcin Grzegorzek
2020	J	`jnl`	Deep Transfer Learning for Time Series Data Based on Sensor Modality Classification. Sensors Frédéric Li, Kimiaki Shirahama, Muhammad Adeel Nisar, Xinyu Huang, Marcin Grzegorzek
2020	J	`jnl`	Rank Pooling Approach for Wearable Sensor-Based ADLs Recognition. Sensors Muhammad Adeel Nisar, Kimiaki Shirahama, Frédéric Li, Xinyu Huang, Marcin Grzegorzek
2020	J	`jnl`	Sleep stage classification for child patients using DeConvolutional Neural Network. Artif. Intell. Medicine Xinyu Huang, Kimiaki Shirahama, Frédéric Li, Marcin Grzegorzek
2016	B	`conf`	Stem cell microscopic image segmentation using supervised normalized cuts. ICIP Xinyu Huang, Chen Li, Minmin Shen, Kimiaki Shirahama, Johanna Nyffeler, Marcel Leist, Marcin Grzegorzek, Oliver Deussen