Yong Xia

Northwestern Polytechnical University — China

Medicine · Health Sciences

10h-index383citations25works0.52yr avg
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Research Topics

Dementia and Cognitive Impairment Research(10), Medical Image Segmentation Techniques(8), Medical Imaging Techniques and Applications(4), Radiomics and Machine Learning in Medical Imaging(4), Machine Learning in Healthcare(4)

Publications25 total

PathBot: A Foundation Model for Pathological Image Analysis
IEEE Journal of Biomedical and Health Informatics·2025· 1 cited
Application of content generation in medical images
Journal of Image and Graphics·2024Open Access
Study On Rehabilitation Treatment of Patients with Lumbar Disc Herniation by Acupuncture and Massage
Highlights in Science Engineering and Technology·2023· 1 citedOpen Access
Learning Synergistic Attention for Light Field Salient Object Detection
2021· 2 cited
Cross-cohort dementia identification using transfer learning with FDG-PET imaging
2018· 1 cited
Early Diagnosis of Alzheimer’s Disease by Ensemble Deep Learning Using FDG-PET
Lecture notes in computer science·2018· 18 cited
Early identification of mild cognitive impairment using incomplete random forest-robust support vector machine and FDG-PET imaging
Computerized Medical Imaging and Graphics·2017· 36 citedOpen Access
Jointly using computationally selected and clinically suggested cortical volumes for automated identification of mild cognitive impairment
2016
Automated identification of dementia using medical imaging: a survey from a pattern classification perspective
Brain Informatics·2015· 46 citedOpen Access
Semi-supervised manifold learning with affinity regularization for Alzheimer's disease identification using positron emission tomography imaging
2015· 10 cited
Non-sparse infinite-kernel learning for automated identification of Alzheimer's disease using PET imaging
2014· 4 cited
Interval-valued possibilistic fuzzy C-means clustering algorithm
Fuzzy Sets and Systems·2014· 79 cited
Automated Identification of Dementia Using FDG-PET Imaging
BioMed Research International·2014· 22 citedOpen Access
Discriminative two-level feature selection for realistic human action recognition
Journal of Visual Communication and Image Representation·2013· 9 cited
[Academic characteristics of Huang's school of acupuncture and moxibustion].
PubMed·2012
Multi-pose 3D face recognition based on 2D sparse representation
Journal of Visual Communication and Image Representation·2012· 14 cited
Real-Time Storyboard Generation for H.264/AVC Compressed Videos
2012· 3 cited
GA and AdaBoost-Based Feature Selection and Combination for Automated Identification of Dementia Using FDG-PET Imaging
Lecture notes in computer science·2012· 3 cited
Variational Bayes Inference Based Segmentation of Heterogeneous Lymphoma Volumes in Dual-Modality PET-CT Images
2011· 2 cited
Generalized rough fuzzy c-means algorithm for brain MR image segmentation
Computer Methods and Programs in Biomedicine·2011· 88 cited
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Frequent Co-authors

Dagan Feng(15), Michael Fulham(5), Lu Shen(4), Lingfeng Wen(4), Stefan Eberl(4), Chuanchuan Zheng(3), Weidong Cai(3), Zexuan Ji(2), Quansen Sun(2), Yongsheng Pan(2), Shuicheng Yan(2), Pei Dong(2), Jiyong Wang(2), Qiang Chen(1), Xia De-shen(1), Guo Cao(1), Jinhu Chen(1), Yuanyuan Chen(1), Xiaoxia Yin(1), Yanchun Zhang(1)