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Y

Yalin Zheng

university of liverpool

45H-index
451Paper Count
1.0WCitation Count
Published Papers 107
Publication Date
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Knowledge-enhanced explicitly disentangled representation with missing modality for medical image diagnosis
errInformation Fusion
IF15.5
err2026-05-29
err0
PREAI
errJing Li; Hongyuan Diao; Qinkai Yu; Feixiang Zhou; Xiaorou Zheng; Yalin Zheng; Yanda Meng; Shoubin Dong
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Beyond Correlation: Causal Intervention for Multi-Label Medical Image Diagnosis
errIEEE Transactions on Medical Imaging
IF9.8
err2026-05-29
err0
PREAI
errJianyang Xie; Yitian Zhao; Xiuju Chen; Yanda Meng; He Zhao; Uazman Alam; Xiaoxin Li; Yalin Zheng
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FD-SC: focus-diffusion self-contrastive framework empowers efficient remote sensing building damage detection
errISPRS Journal of Photogrammetry and Remote Sensing
IF12.2
err2026-04-20
err0
PREAI
errWei Li; Haiming Zhang; Huiyu Zheng; Yongxian Zhang; Yalin Zheng; Lunjun Fan; Guorui Ma
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Lens Alternatives to Microscope Objectives in Optical Coherence Microscopy for Ultra-High-Resolution Imaging
errPhotonics
IF1.9
err2026-04-17
err0
errOAAI
errZhu, Xinjie; Zhang, Zijian; Lawman, Samuel; Yang, Xingyu; Zheng, Yalin; Shen, Yaochun
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Multimodal biomarker AI techniques for early neurocognitive disorder diagnosis: A systematic review
errArtificial Intelligence in Medicine
IF6.2
err2026-03-23
err0
PREAI
errFeliciana Catino; Fabio Castellana; Roberta Zupo; Viviana Giannoccaro; Luisa Lampignano; Angelo Michele Petrosillo; Francesco Addabbo; Giancarlo Sborgia; Giuseppe Colacicco; Carlo Santoro; Giovanni Boero; Donato Impedovo; Yalin Zheng; Rodolfo Sardone
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errSave
StealthMark: Harmless and Stealthy Ownership Verification for Medical Segmentation via Uncertainty-Guided Backdoors
errIEEE Transactions on Image Processing
IF13.7
err2026-01-28
err0
PREAI
errQinkai Yu; Chong Zhang; Gaojie Jin; Tianjin Huang; Wei Zhou; Wenhui Li; Xiaobo Jin; Bo Huang; Yitian Zhao; Guang Yang; Gregory Y. H. Lip; Yalin Zheng; Aline Villavicencio; Yanda Meng
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AI-MK: artificial intelligence for assessing and monitoring microbial keratitis
errBMJ Open Ophthalmology
IF2.2
err2026-01-02
err0
errOAAI
errHart, Colby; Chen, Xu; Ahmed, Mahmoud; Airaldi, Matteo; Borgia, Alfredo; Mahini, Daniel; Somerville, Tobi; Rauz, Saaeha; Hulpus, Adela; Romano, Vito; Butt, Gibran; Coco, Giulia; Zheng, Yalin; Kaye, Stephen
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MorphoBoost: Morphology-Driven Boundary Enhancement Model for Accurate Segmentation of Langerhans Cells in Corneal Confocal Microscopy Images
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIII
IF0
err2026-01-01
err0
PREAI
errLi, Hongshuo; Dong, Ankai; Zhang, Tiande; Zhou, Shijia; Zheng, Yalin; Mou, Lei; Zhao, Yitian
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Fairness-Aware vCDR-Controlled Generation for Glaucoma Diagnosis
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT IX
IF0
err2026-01-01
err0
PREAI
errWang, Ziheng; Yang, Shuran; Chen, Wen; Zhang, Zhen; Wan, Mengyu; Zhou, Feixiang; Tian, Yu; Wang, Meng; Zhao, Yitian; Zheng, Yalin; Meng, Yanda
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A Frequency-Aware Self-supervised Learning for Ultra-Wide-Field Image Enhancement
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIII
IF0
err2026-01-01
err0
PREAI
errLiao, Weicheng; Chen, Zan; Xie, Jianyang; Zheng, Yalin; Ma, Yuhui; Zhao, Yitian
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errSave
UncEGA-Net: Uncertainty-Guided Edge Attention for Optic Nerve Segmentation in Ultrasound Images
errOPHTHALMIC MEDICAL IMAGE ANALYSIS, OMIA 2025
IF0
err2026-01-01
err0
PREAI
errLi, Wenhui; Zheng, Yalin; Lip, Gregory Y. H.; Kelson, Mark; Meng, Yanda
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errSave
Interpretable arrhythmia detection in ECG scans using deep learning ensembles: a genetic programming approach
errnpj Digital Medicine
IF15.1
err2025-11-06
err0
errOAAI
errArkadiusz Czerwinski; Damian Kucharski; Agata M. Wijata; Hanadi Aldosari; Frans Coenen; Dhiraj Gupta; Lu Fu; Weidong Lin; Yumei Xue; Jacek Kawa; Yalin Zheng; Gregory Y. H. Lip; Jakub Nalepa
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NeiRNet: Neighborhood regularized network for retinal artery and vein classification in ultra-wide-field imaging
errBiomedical Signal Processing and Control
IF4.9
err2025-09-17
err0
PREAI
errLei Mou; Yuanyuan Gu; Yonghuai Liu; Jianyang Xie; Yalin Zheng; Yitian Zhao
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errSave
Machine learning-based prediction of atrial fibrillation in patients with atrial high-rate episodes
errEuropean Journal of Clinical Investigation
IF3.6
err2025-09-14
err0
errOAAI
errAmir Askarinejad; Tommaso Bucci; Niloofar Asgharzadeh; Zahra Amirjam; Enrico Tartaglia; Michele Rossi; Yang Chen; Yalin Zheng; Gregory Y. H. Lip; Majid Haghjoo
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errSave
Domain-specific AI segmentation of IMPDH2 rod/ring structures in mouse embryonic stem cells
errBMC BIOLOGY
IF4.5
err2025-05-12
err0
errOAAI
errBall, Samuel T. M.; Hennessy, Meagan J.; Tan, Yuhan; Hoettges, Kai F.; Perkins, Neil D.; Wilkinson, David J.; White, Michael R. H.; Zheng, Yalin; Turner, David A.
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3D microvascular reconstruction in retinal OCT angiography images via domain-adaptive learning
errPATTERN RECOGNITION
IF7.6
err2025-04-24
err0
PREAI
errZhang, Jiong; Yu, Shuai; Liu, Yonghuai; Zhang, Dan; Xie, Jianyang; Chen, Tao; Zheng, Yalin
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Prediction of major outcomes in patients with malignant hypertension using machine learning: A report from the West Birmingham malignant hypertension registry
errEUROPEAN JOURNAL OF CLINICAL INVESTIGATION
IF3.6
err2025-04-18
err0
PREAI
errAntonios A. Argyris; Hironori Ishiguchi; Yang Chen; Yalin Zheng; Alena Shantsila; Eduard Shantsila; D. Gareth Beevers; Gregory Y. H. Lip
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Differentiating Choroidal Melanomas and Nevi Using a Self-Supervised Deep Learning Model Applied to Clinical Fundoscopy Images
errOPHTHALMOLOGY SCIENCE
IF4.6
err2025-03-01
err1
errOAAI
errJackson, Max; Kalirai, Helen; Hussain, Rumana N.; Heimann, Heinrich; Zheng, Yalin; Coupland, Sarah E.
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Retinal microvascular density and inner thickness in Alzheimer's disease and mild cognitive impairment
errFRONTIERS IN AGING NEUROSCIENCE
IF4.5
err2025-02-28
err0
errOAAI
errIbrahim, Yehia; Macerollo, Antonella; Sardone, Rodolfo; Shen, Yaochun; Romano, Vito; Zheng, Yalin
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errSave
Predicting major adverse cardiac events in diabetes and chronic kidney disease: a machine learning study from the Silesia Diabetes-Heart Project
errCARDIOVASCULAR DIABETOLOGY
IF10.6
err2025-02-15
err1
PREAI
errKwiendacz, Hanna; Huang, Bi; Chen, Yang; Janota, Oliwia; Irlik, Krzysztof; Liu, Yang; Mantovani, Marta; Zheng, Yalin; Hendel, Mirela; Piasnik, Julia; Wojcik, Wiktoria; Alam, Uazman; Gumprecht, Janusz; Lip, Gregory Y. H.; Nabrdalik, Katarzyna
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Research Directions

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Co-authors
Cooperation Journals
G
Gregory Y.H. Lip
H-index: 212 · Papers: 5.6K
V
Véronique Vitart
H-index: 108 · Papers: 438
P
Peter J. Diggle
H-index: 100 · Papers: 898
C
Cathie Sudlow
H-index: 98 · Papers: 566
D
Deirdre A. Lane
H-index: 98 · Papers: 589
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