Tingting Zhu

Ningbo University — China

Computer Science · Physical Sciences

39h-index5.3kcitations336works2.92yr avg
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Research Topics

Machine Learning in Healthcare(63), ECG Monitoring and Analysis(37), Phonocardiography and Auscultation Techniques(23), Non-Invasive Vital Sign Monitoring(21), COVID-19 diagnosis using AI(20)

Publications336 total

From Death to Renewal: Apoptotic Bodies as Pioneering Tools in Musculoskeletal System Regeneration
Advanced Healthcare Materials·2025
S100A8/S100A9 through PAD4 activation of neutrophil extracellular traps promotes granulomatous lobular mastitis
Frontiers in Immunology·2025Open Access
Leucine Alleviates Endoplasmic Reticulum–Stress Mediated Lipotoxic Injury Induced by High-Fat Diet Via Sar1b/Sestrin2/Ampkα1 Pathways in Acanthopagrus Schlegelii
Journal of Nutrition·2025· 1 cited
OmniGuard: Unified Omni-Modal Guardrails with Deliberate Reasoning
arXiv (Cornell University)·2025Open Access
Merging without Forgetting: Continual Fusion of Task-Specific Models via Optimal Transport
ArXiv.org·2025Open Access
Dietary chenodeoxycholic acid alleviates cottonseed oil-induced hepatic lipid deposition and inflammation in juvenile black seabream (Acanthopagrus schlegelii)
Aquaculture Reports·2025Open Access
SurvBench: A Standardised Preprocessing Pipeline for Multi-Modal Electronic Health Record Survival Analysis
arXiv (Cornell University)·2025Open Access
ProtoEHR: Hierarchical Prototype Learning for EHR-based Healthcare Predictions
2025
Causal Graph Neural Networks for Healthcare
arXiv (Cornell University)·2025Open Access
Changes in corneal endothelial cell loss in different regions in patients with cataracts and peripheral anterior synechiae after phacoemulsification combined with goniosynechialysis
Frontiers in Medicine·2025Open Access
Decision Analytic Models to Assess the Cost-Effectiveness of Prevention, Detection, and Treatment in Multiple Long-Term Conditions: A Scoping Review
Value in Health·2025
Beyond depigmentation: A cross-sectional study of 5227 Chinese patients with vitiligo
Journal of Investigative Dermatology·2025
Exploration of the spatiotemporal evolution characteristics of atmospheric rivers in East Asia in the past decade based on a multidimensional adaptive atmospheric river identification algorithm
Atmospheric Research·2025
Analysis of Factors Affecting the Accuracy of Static-guided Endodontics
Journal of Endodontics·2025· 1 cited
Towards deployment-centric multimodal AI beyond vision and language
Nature Machine Intelligence·2025· 3 citedOpen Access
Foundation model embeddings enable cardiovascular screening for people living with HIV in Vietnam using wearable signals
2025Open Access
Systematic review of a machine learning model for prediction of venous thromboembolism risk
Thrombosis Research·2025
Cross-Representation Benchmarking in Time-Series Electronic Health Records for Clinical Outcome Prediction
arXiv (Cornell University)·2025Open Access
BioX-Bridge: Model Bridging for Unsupervised Cross-Modal Knowledge Transfer across Biosignals
arXiv (Cornell University)·2025Open Access
Macrophages mediate acute kidney allograft rejection via a toll-like receptor 4-dependent mechanism
Kidney International·2025
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Frequent Co-authors

David A. Clifton(17), A Sarah Walker(7), Louise Thwaites(6), Gari D. Clifford(5), Tim Peto(5), Dani Kiyasseh(5), Joachim A. Behar(4), Yang Yang(4), Andrew A. S. Soltan(4), Samaneh Kouchaki(4), David W. Eyre(4), Girmaw Abebe Tadesse(4), Nguyễn Văn Hảo(4), Ilias Tachtsidis(3), Farah E. Shamout(3), Derrick W. Crook(3), David A. Clifton(3), T.K.F. Taylor(3), Linqiang Zhang(3), Bin Liang(3)