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Hu, Huafeng (2022) ADVANCED MEDICAL IMAGE CLASSIFICATION WITH CONVOLUTIONAL NEURAL NETWORKS. PhD thesis, University of Liverpool.

Song, Sifan (2023) Advanced Representation Learning for Dense Prediction Tasks in Medical Image Analysis. PhD thesis, University of Liverpool.

Choubineh, Abouzar, Chen, Jie, Coenen, Frans ORCID: 0000-0003-1026-6649 and Ma, Fei ORCID: 0000-0001-6099-480X (2023) Applying Monte Carlo Dropout to Quantify the Uncertainty of Skip Connection-Based Convolutional Neural Networks Optimized by Big Data. ELECTRONICS, 12 (6). p. 1453.

Zhang, Tongpo, Wan, Yuxin, Lopez-Benitez, Miguel ORCID: 0000-0003-0526-6687, Lim, Enggee, Ma, Fei and Yu, Limin (2023) Big data encrypting transmission framework for a multi-AGV system. In: 2022 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC), 2022-10-14 - 2022-10-16.

Zhang, Tongpo, Wan, Yuxin, Lopez-Benitez, Miguel ORCID: 0000-0003-0526-6687, Lim, Enggee, Ma, Fei and Yu, Limin (2022) Big data encrypting transmission framework for a multi-AGV system based on federated deep learning. In: 14th International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC 2022).

Huang, Daiyun (2022) DEEP LEARNING-BASED RNA MODIFICATION PREDICTION METHOD DEVELOPMENT. PhD thesis, University of Liverpool.

Wang, Chengyu (2023) Deep Learning-based Automatic Karyotyping for the Diagnosis of Fetal Trisomy. PhD thesis, University of Liverpool.

Choubineh, Abouzar, Chen, Jie, Wood, David A, Coenen, Frans ORCID: 0000-0003-1026-6649 and Ma, Fei ORCID: 0000-0001-6099-480X (2023) Deep ensemble learning for high-dimensional subsurface fluid flow modeling. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 126. p. 106968.

Wang, Chengyu, Yu, Limin, Su, Jionglong, Mahy, Trevor, Selis, Valerio ORCID: 0000-0002-1856-4707, Yang, Chunxiao and Ma, Fei ORCID: 0000-0001-6099-480X (2023) Down Syndrome detection with Swin Transformer architecture. BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 86. p. 105199.

Wang, Chengyu, Yu, Limin, Zhu, Xu ORCID: 0000-0002-7371-4595, Su, Jionglong and Ma, Fei ORCID: 0000-0001-6099-480X (2020) Extended ResNet and Label Feature Vector Based Chromosome Classification. IEEE Access, 8. pp. 201098-201108.

Choubineh, Abouzar, Chen, Jie, Wood, David A, Coenen, Frans ORCID: 0000-0003-1026-6649 and Ma, Fei ORCID: 0000-0001-6099-480X (2023) Fourier Neural Operator for Fluid Flow in Small-Shape 2D Simulated Porous Media Dataset. ALGORITHMS, 16 (1). p. 24.

Zhang, Tongpo, Song, Yunze, Kong, Zejian, Guo, Tiantian, Lopez-Benitez, Miguel ORCID: 0000-0003-0526-6687, Lim, Enggee, Ma, Fei and Yu, Limin (2023) Mobile Robot Tracking with Deep Learning Models under the Specific Environments. Applied Sciences, 13 (1). p. 273.

Song, Sifan ORCID: 0000-0002-7940-650X, Bai, Tianming, Zhao, Yanxin, Zhang, Wenbo, Yang, Chunxiao, Meng, Jia ORCID: 0000-0003-3455-205X, Ma, Fei ORCID: 0000-0001-6099-480X and Su, Jionglong (2021) A New Convolutional Neural Network Architecture for Automatic Segmentation of Overlapping Human Chromosomes. NEURAL PROCESSING LETTERS, 54 (1). pp. 285-301.

Song, Sifan, Huang, Daiyun, Hu, Yalun, Yang, Chunxiao, Meng, Jia ORCID: 0000-0003-3455-205X, Ma, Fei ORCID: 0000-0001-6099-480X, Coenen, Frans ORCID: 0000-0003-1026-6649, Zhang, Jiaming and Su, Jionglong (2021) A Novel Application of Image-to-Image Translation: Chromosome Straightening Framework by Learning from a Single Image. In: 2021 14th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI), 2021-10-23 - 2021-10-25.

Choubineh, Abouzar, Chen, Jie, Coenen, Frans ORCID: 0000-0003-1026-6649 and Ma, Fei ORCID: 0000-0001-6099-480X (2023) A Quantitative Insight Into the Role of Skip Connections in Deep Neural Networks of Low Complexity: A Case Study Directed at Fluid Flow Modeling. JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING, 23 (1).

Zhang, Tongpo, Kong, Zejian, Guo, Tiantian, Lopez-Benitez, Miguel ORCID: 0000-0003-0526-6687, Lim, Enggee, Ma, Fei and Yu, Limin (2022) A Real-time Visual Tracking and Distance Measuring Algorithm based on SSD and Data Regression. In: 4th International Conference on Advances in Computer Technology, Information Science and Communications (CTISC 2022).

Guo, Tiantian, Zhang, Tongpo, Lim, Enggee ORCID: 0000-0003-0199-7386, Lopez-Benitez, Miguel ORCID: 0000-0003-0526-6687, Ma, Fei ORCID: 0000-0001-6099-480X and Yu, Limin (2022) A Review of Wavelet Analysis and Its Applications: Challenges and Opportunities. IEEE ACCESS, 10. pp. 58869-58903.

Zhang, Tongpo (2023) Scheduling Optimization And Coordination With Target Tracking Under Heterogeneous Networks In Automated Guided Vehicles (AGVs). PhD thesis, University of Liverpool.

Guo, Tiantian, Lim, Eng Gee, Lopez-Benitez, Miguel ORCID: 0000-0003-0526-6687, Ma, Fei and Yu, Limin (2022) UNDERWATER ACOUSTIC SENSING WITH RATIONAL ORTHOGONAL WAVELET PULSE AND AUDITORY FREQUENCY CEPSTRAL COEFFICIENT-BASED FEATURE EXTRACTION. In: 2022 19th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP), 2022-12-16 - 2022-12-18.

Guo, Tiantian, Song, Yunze, Kong, Zejian, Lim, Enggee, Lopez-Benitez, Miguel ORCID: 0000-0003-0526-6687, Ma, Fei ORCID: 0000-0001-6099-480X and Yu, Limin (2022) Underwater Target Detection and Localization with Feature Map and CNN-Based Classification. In: 2022 4th International Conference on Advances in Computer Technology, Information Science and Communications (CTISC), 2022-4-22 - 2022-4-24.

Choubineh, Abouzar, Chen, Jie ORCID: 0000-0003-1036-007X, Coenen, Frans ORCID: 0000-0003-1026-6649 and Ma, Fei ORCID: 0000-0001-6099-480X (2022) An innovative application of deep learning in multiscale modeling of subsurface fluid flow: Reconstructing the basis functions of the mixed GMsFEM. Journal of Petroleum Science and Engineering, 216. 110751 - 110751.

Choubineh, Abouzar, Chen, Jie, Coenen, Frans ORCID: 0000-0003-1026-6649 and Ma, Fei ORCID: 0000-0001-6099-480X (2022) An innovative application of deep learning in multiscale modeling of subsurface fluid flow: Reconstructing the basis functions of the mixed GMsFEM. Journal of Petroleum Science and Engineering, 216. p. 110751.

Yang, Youpeng, Ding, Chenyi, Lee, Sanghyuk, Yu, Limin and Ma, Fei ORCID: 0000-0001-6099-480X (2021) A modified Teunter-Syntetos-Babai method for intermittent demand forecasting. JOURNAL OF MANAGEMENT SCIENCE AND ENGINEERING, 6 (1). pp. 53-63.