Showing 50 publications by Tingting Zhu
Multi-teacher self-distillation based on adaptive weighting and activation pattern for enhancing lightweight arrhythmia recognition
Wang Z, Ma C, Zhang S, Zhao M, Liu Y et al. (2025), Information Fusion, 103178-103178
BibTeX
@article{multiteachersel-2025/4,
title={Multi-teacher self-distillation based on adaptive weighting and activation pattern for enhancing lightweight arrhythmia recognition},
author={Wang Z, Ma C, Zhang S, Zhao M, Liu Y et al.},
journal={Information Fusion},
pages={103178-103178},
publisher={Elsevier},
year = "2025"
}
Transformers and large language models are efficient feature extractors for electronic health record studies
Yuan K, Yoon CH, Gu Q, Munby H, Walker AS et al. (2025), communications medicine, 5(1)
BibTeX
@article{transformersand-2025/3,
title={Transformers and large language models are efficient feature extractors for electronic health record studies},
author={Yuan K, Yoon CH, Gu Q, Munby H, Walker AS et al.},
journal={communications medicine},
volume={5},
number={83},
publisher={Nature Research},
year = "2025"
}
Uncertainty-Inspired Multi-Task Learning in Arbitrary Scenarios of ECG Monitoring.
Wang X, Gao H, Ma C, Zhu T, Yang F et al. (2025), IEEE journal of biomedical and health informatics, PP
BibTeX
@article{uncertaintyinsp-2025/2,
title={Uncertainty-Inspired Multi-Task Learning in Arbitrary Scenarios of ECG Monitoring.},
author={Wang X, Gao H, Ma C, Zhu T, Yang F et al.},
journal={IEEE journal of biomedical and health informatics},
volume={PP},
year = "2025"
}
Status of Digital Health Technology Adoption in 5 Vietnamese Hospitals: Cross-Sectional Assessment.
Tran DM, Thanh Dung N, Minh Duc C, Ngoc Hon H, Minh Khoi L et al. (2025), JMIR formative research, 9, e53483
BibTeX
@article{statusofdigital-2025/2,
title={Status of Digital Health Technology Adoption in 5 Vietnamese Hospitals: Cross-Sectional Assessment.},
author={Tran DM, Thanh Dung N, Minh Duc C, Ngoc Hon H, Minh Khoi L et al.},
journal={JMIR formative research},
volume={9},
number={ARTN e53483},
pages={e53483},
publisher={JMIR Publications},
year = "2025"
}
A perspective on individualized treatment effects estimation from time-series health data
Ghosheh GO, Gögl M & Zhu T (2025), A Scholarly Journal of Informatics in Health and Biomedicine
BibTeX
@article{aperspectiveoni-2025/2,
title={A perspective on individualized treatment effects estimation from time-series health data},
author={Ghosheh GO, Gögl M & Zhu T},
journal={A Scholarly Journal of Informatics in Health and Biomedicine},
number={ocae323},
publisher={Oxford University Press},
year = "2025"
}
Tailoring Self-Organized Growth of Biomimetic Inorganic-Organic Multilayers with a Permeable Microcompartment
Lu Y, Wu T-T, Li M, Song S-S, Liu X-D et al. (2025), SMALL
BibTeX
@article{tailoringselfor-2025/,
title={Tailoring Self-Organized Growth of Biomimetic Inorganic-Organic Multilayers with a Permeable Microcompartment},
author={Lu Y, Wu T-T, Li M, Song S-S, Liu X-D et al.},
journal={SMALL},
year = "2025"
}
The impact of sky conditions on gross primary production and methane flux from different rice paddies
Zhu T, Zhou Y & Ju W (2025), ATMOSPHERIC ENVIRONMENT, 346
BibTeX
@article{theimpactofskyc-2025/,
title={The impact of sky conditions on gross primary production and methane flux from different rice paddies},
author={Zhu T, Zhou Y & Ju W},
journal={ATMOSPHERIC ENVIRONMENT},
volume={346},
number={ARTN 121098},
year = "2025"
}
Seasonal El Niño-Southern Oscillation and Indian Ocean Dipole Dependencies of Methane Emissions From Wetlands
Zhu T, Zhou Y & Ju W (2025), GEOPHYSICAL RESEARCH LETTERS, 52(4)
BibTeX
@article{seasonalelnioso-2025/,
title={Seasonal El Niño-Southern Oscillation and Indian Ocean Dipole Dependencies of Methane Emissions From Wetlands},
author={Zhu T, Zhou Y & Ju W},
journal={GEOPHYSICAL RESEARCH LETTERS},
volume={52},
number={ARTN e2024GL112084},
year = "2025"
}
Histogram of Apparent Diffusion Coefficient to Evaluate the Activity of Thyroid-Associated Ophthalmopathy
Li D, Zhu T & Wang Y (2025), IMMUNITY INFLAMMATION AND DISEASE, 13(1)
BibTeX
@article{histogramofappa-2025/,
title={Histogram of Apparent Diffusion Coefficient to Evaluate the Activity of Thyroid-Associated Ophthalmopathy},
author={Li D, Zhu T & Wang Y},
journal={IMMUNITY INFLAMMATION AND DISEASE},
volume={13},
number={ARTN e70131},
year = "2025"
}
Soybean protein isolate-oxidized fucoidan nanocomplexes: Structural and interaction characterization, quercetin delivery potential evaluation
Yang S, Lian Z, Zhu T, Guo X, Zhang Q et al. (2025), FOOD CHEMISTRY, 469
BibTeX
@article{soybeanproteini-2025/,
title={Soybean protein isolate-oxidized fucoidan nanocomplexes: Structural and interaction characterization, quercetin delivery potential evaluation},
author={Yang S, Lian Z, Zhu T, Guo X, Zhang Q et al.},
journal={FOOD CHEMISTRY},
volume={469},
number={ARTN 142528},
year = "2025"
}
Short-term high-fat diet post-ACLT surgery activates chondrocyte AMPK pathway and slows articular cartilage degeneration in rats
Ruan H, Zhu T, Ma T, Liu Y & Zheng J (2025), JOURNAL OF FUNCTIONAL FOODS, 124
BibTeX
@article{shorttermhighfa-2025/,
title={Short-term high-fat diet post-ACLT surgery activates chondrocyte AMPK pathway and slows articular cartilage degeneration in rats},
author={Ruan H, Zhu T, Ma T, Liu Y & Zheng J},
journal={JOURNAL OF FUNCTIONAL FOODS},
volume={124},
number={ARTN 106609},
year = "2025"
}
Dietary cholesterol promotes the growth of mud crabs, Scylla paramamosain by regulating cholesterol metabolism, enhancing ecdysteroid synthesis and molting cascade response
Xie S, Zhan W, Peng H, Deng Y, Tang Z et al. (2025), ANIMAL FEED SCIENCE AND TECHNOLOGY, 319
BibTeX
@article{dietarycholeste-2025/,
title={Dietary cholesterol promotes the growth of mud crabs, Scylla paramamosain by regulating cholesterol metabolism, enhancing ecdysteroid synthesis and molting cascade response},
author={Xie S, Zhan W, Peng H, Deng Y, Tang Z et al.},
journal={ANIMAL FEED SCIENCE AND TECHNOLOGY},
volume={319},
number={ARTN 116159},
year = "2025"
}
The mitigating role of lysophospholipids in hepatic lipid metabolism and intestinal immunity in juvenile black seabream (Acanthopagrus schlegelii) fed a high-fat diet
Zhu J, Gu Y, Shen Y, Zhao W, Bao Y et al. (2025), AQUACULTURE, 595
BibTeX
@article{themitigatingro-2025/,
title={The mitigating role of lysophospholipids in hepatic lipid metabolism and intestinal immunity in juvenile black seabream (Acanthopagrus schlegelii) fed a high-fat diet},
author={Zhu J, Gu Y, Shen Y, Zhao W, Bao Y et al.},
journal={AQUACULTURE},
volume={595},
number={ARTN 741718},
year = "2025"
}
Per- and polyfluorinated substances in reservoir water from a metropolitan city in the Guangdong-Hong Kong-Macao Greater Bay Area, China, and their ecological risks
Ge Y, Huang Y, Xie L, Li C, Qi X et al. (2025), ENVIRONMENTAL CHEMISTRY AND ECOTOXICOLOGY, 7, 364-372
BibTeX
@article{perandpolyfluor-2025/,
title={Per- and polyfluorinated substances in reservoir water from a metropolitan city in the Guangdong-Hong Kong-Macao Greater Bay Area, China, and their ecological risks},
author={Ge Y, Huang Y, Xie L, Li C, Qi X et al.},
journal={ENVIRONMENTAL CHEMISTRY AND ECOTOXICOLOGY},
volume={7},
pages={364-372},
year = "2025"
}
Preparation and properties of antimicrobial polyurethane fibers based on α-ZrP and their durability in sports fabrics
Wan A, Zhu T & Wang J (2025), TEXTILE RESEARCH JOURNAL
BibTeX
@article{preparationandp-2025/,
title={Preparation and properties of antimicrobial polyurethane fibers based on α-ZrP and their durability in sports fabrics},
author={Wan A, Zhu T & Wang J},
journal={TEXTILE RESEARCH JOURNAL},
year = "2025"
}
Bio-Inspired Multifunctional Smart Windows: Surface Wrinkle-Crack for Dynamic Optical and Wettability Modulations
Zhang Q, Zhu T, Li N, Hu Y, Xu Y et al. (2025), ADVANCED OPTICAL MATERIALS, 13(12)
BibTeX
@article{bioinspiredmult-2025/,
title={Bio-Inspired Multifunctional Smart Windows: Surface Wrinkle-Crack for Dynamic Optical and Wettability Modulations},
author={Zhang Q, Zhu T, Li N, Hu Y, Xu Y et al.},
journal={ADVANCED OPTICAL MATERIALS},
volume={13},
year = "2025"
}
Paraneoplastic pemphigus involved oral mucosa only: a case report and literature review
Yu X, Yang M, Wang C, Wang W, Zhu T et al. (2025), FRONTIERS IN MEDICINE, 12
BibTeX
@article{paraneoplasticp-2025/,
title={Paraneoplastic pemphigus involved oral mucosa only: a case report and literature review},
author={Yu X, Yang M, Wang C, Wang W, Zhu T et al.},
journal={FRONTIERS IN MEDICINE},
volume={12},
number={ARTN 1498800},
year = "2025"
}
Local delivery of celecoxib/indocyanine green-loaded nanomodulators for combinational photothermal/photodynamic/anti-cyclooxygenase-2 therapy of oral leukoplakia
Zhu T, Sang Z, Ye Z, Guo X, Qu X et al. (2025), CHEMICAL ENGINEERING JOURNAL, 505
BibTeX
@article{localdeliveryof-2025/,
title={Local delivery of celecoxib/indocyanine green-loaded nanomodulators for combinational photothermal/photodynamic/anti-cyclooxygenase-2 therapy of oral leukoplakia},
author={Zhu T, Sang Z, Ye Z, Guo X, Qu X et al.},
journal={CHEMICAL ENGINEERING JOURNAL},
volume={505},
number={ARTN 159734},
year = "2025"
}
Dramatical enhancement of circular dichroism in chiral hybrid perovskites via carboxylic hydrogen bond engineering
Li H, Li X, Wang P, Zhu T, Li R et al. (2025), SCIENCE CHINA-CHEMISTRY
BibTeX
@article{dramaticalenhan-2025/,
title={Dramatical enhancement of circular dichroism in chiral hybrid perovskites via carboxylic hydrogen bond engineering},
author={Li H, Li X, Wang P, Zhu T, Li R et al.},
journal={SCIENCE CHINA-CHEMISTRY},
year = "2025"
}
Entrepreneurial teams and gender roles: evidence from equity crowdfunding achievement
Chuang H-L, Zhao Y & Zhu T (2025), SMALL BUSINESS ECONOMICS
BibTeX
@article{entrepreneurial-2025/,
title={Entrepreneurial teams and gender roles: evidence from equity crowdfunding achievement},
author={Chuang H-L, Zhao Y & Zhu T},
journal={SMALL BUSINESS ECONOMICS},
year = "2025"
}
Organophosphate esters in reservoir water from a metropolitan city in the Guangdong-Hong Kong-Macao Greater Bay Area, China, and their ecological risk
Huang Y, Ge Y, Li C, Xie L, Qi X et al. (2025), EMERGING CONTAMINANTS, 11(1)
BibTeX
@article{organophosphate-2025/,
title={Organophosphate esters in reservoir water from a metropolitan city in the Guangdong-Hong Kong-Macao Greater Bay Area, China, and their ecological risk},
author={Huang Y, Ge Y, Li C, Xie L, Qi X et al.},
journal={EMERGING CONTAMINANTS},
volume={11},
number={ARTN 100412},
year = "2025"
}
A hyaluronic acid-based dissolving microneedle patch loaded with 5-aminolevulinic acid for improved oral leukoplakia treatment
Sang Z, Zhu T, Qu X, Zhang Z, Wang W et al. (2025), COLLOIDS AND SURFACES B-BIOINTERFACES, 245
BibTeX
@article{ahyaluronicacid-2025/,
title={A hyaluronic acid-based dissolving microneedle patch loaded with 5-aminolevulinic acid for improved oral leukoplakia treatment},
author={Sang Z, Zhu T, Qu X, Zhang Z, Wang W et al.},
journal={COLLOIDS AND SURFACES B-BIOINTERFACES},
volume={245},
number={ARTN 114216},
year = "2025"
}
Composite dietary antioxidant index is associated with renal anemia: a cross-sectional study
Zhang L, Yin D, Zhu T, Geng L, Gan L et al. (2025), INTERNATIONAL UROLOGY AND NEPHROLOGY, 57(1), 215-222
BibTeX
@article{compositedietar-2025/,
title={Composite dietary antioxidant index is associated with renal anemia: a cross-sectional study},
author={Zhang L, Yin D, Zhu T, Geng L, Gan L et al.},
journal={INTERNATIONAL UROLOGY AND NEPHROLOGY},
volume={57},
pages={215-222},
year = "2025"
}
Identifying profiles, trajectories, burden, social and biological factors in 3.3 million individuals with multimorbidity in England
Liu Y, Bankhead C, Drakesmith C, Pope C, Gonzalez-Chica D et al. (2025)
BibTeX
@misc{identifyingprof-2025/,
title={Identifying profiles, trajectories, burden, social and biological factors in 3.3 million individuals with multimorbidity in England},
author={Liu Y, Bankhead C, Drakesmith C, Pope C, Gonzalez-Chica D et al.},
year = "2025"
}
Machine learning and clinician predictions of antibiotic resistance in Enterobacterales bloodstream infections.
Yuan K, Luk A, Wei J, Walker AS, Zhu T et al. (2024), J Infect, 106388
BibTeX
@article{machinelearning-2024/12,
title={Machine learning and clinician predictions of antibiotic resistance in Enterobacterales bloodstream infections.},
author={Yuan K, Luk A, Wei J, Walker AS, Zhu T et al.},
journal={J Infect},
number={106388},
pages={106388},
publisher={Elsevier BV},
year = "2024"
}
A survey of few-shot learning for biomedical time series
Li C, Denison T & Zhu T (2024), IEEE Reviews in Biomedical Engineering, 18, 192-210
BibTeX
@article{asurveyoffewsho-2024/11,
title={A survey of few-shot learning for biomedical time series},
author={Li C, Denison T & Zhu T},
journal={IEEE Reviews in Biomedical Engineering},
volume={18},
pages={192-210},
publisher={IEEE},
year = "2024"
}
DySurv: dynamic deep learning model for survival analysis with conditional variational inference.
Mesinovic M, Watkinson P & Zhu T (2024), Journal of the American Medical Informatics Association : JAMIA, ocae271
BibTeX
@article{dysurvdynamicde-2024/11,
title={DySurv: dynamic deep learning model for survival analysis with conditional variational inference.},
author={Mesinovic M, Watkinson P & Zhu T},
journal={Journal of the American Medical Informatics Association : JAMIA},
pages={ocae271},
publisher={Oxford University Press (OUP)},
year = "2024"
}
Benchmarking Large Language Models in Evidence-Based Medicine.
Li J, Deng Y, Sun Q, Zhu J, Tian Y et al. (2024), IEEE journal of biomedical and health informatics, PP
BibTeX
@article{benchmarkinglar-2024/10,
title={Benchmarking Large Language Models in Evidence-Based Medicine.},
author={Li J, Deng Y, Sun Q, Zhu J, Tian Y et al.},
journal={IEEE journal of biomedical and health informatics},
volume={PP},
year = "2024"
}
CliqueFluxNet: Unveiling EHR Insights with Stochastic Edge Fluxing and Maximal Clique Utilisation Using Graph Neural Networks
Molaei S, Bousejin NG, Ghosheh GO, Thakur A, Chauhan VK et al. (2024), Journal of Healthcare Informatics Research, 8(3), 555-575
BibTeX
@article{cliquefluxnetun-2024/8,
title={CliqueFluxNet: Unveiling EHR Insights with Stochastic Edge Fluxing and Maximal Clique Utilisation Using Graph Neural Networks},
author={Molaei S, Bousejin NG, Ghosheh GO, Thakur A, Chauhan VK et al.},
journal={Journal of Healthcare Informatics Research},
volume={8},
pages={555-575},
publisher={Springer},
year = "2024"
}
Position: reinforcement learning in dynamic treatment regimes needs critical reexamination
Luo Z, Pan Y, Watkinson P & Zhu T (2024), 33432-33465
BibTeX
@inproceedings{positionreinfor-2024/7,
title={Position: reinforcement learning in dynamic treatment regimes needs critical reexamination},
author={Luo Z, Pan Y, Watkinson P & Zhu T},
pages={33432-33465},
year = "2024"
}
Computer-aided prognosis of tuberculous meningitis combining imaging and non-imaging data
Canas LS, Dong THK, Beasley D, Donovan J, Cleary JO et al. (2024), Scientific Reports, 14(1)
BibTeX
@article{computeraidedpr-2024/7,
title={Computer-aided prognosis of tuberculous meningitis combining imaging and non-imaging data},
author={Canas LS, Dong THK, Beasley D, Donovan J, Cleary JO et al.},
journal={Scientific Reports},
volume={14},
number={17581},
publisher={Nature Research},
year = "2024"
}
Predicting graft and patient outcomes following kidney transplantation using interpretable machine learning models
Salaün A, Knight S, Wingfield L & Zhu T (2024), Scientific Reports, 14(1)
BibTeX
@article{predictinggraft-2024/7,
title={Predicting graft and patient outcomes following kidney transplantation using interpretable machine learning models},
author={Salaün A, Knight S, Wingfield L & Zhu T},
journal={Scientific Reports},
volume={14},
number={17356},
publisher={Nature Research},
year = "2024"
}
Temporal dynamics unleashed: elevating variational graph attention
Molaei S, Niknam G, Ghosheh G, Chauhan VK, Zare H et al. (2024), Knowledge-Based Systems, 299
BibTeX
@article{temporaldynamic-2024/6,
title={Temporal dynamics unleashed: elevating variational graph attention},
author={Molaei S, Niknam G, Ghosheh G, Chauhan VK, Zare H et al.},
journal={Knowledge-Based Systems},
volume={299},
number={112110},
publisher={Elsevier},
year = "2024"
}
Clinical evaluation of AI-assisted muscle ultrasound for monitoring muscle wasting in ICU patients
Nhat PTH, Van Hao N, Yen LM, Anh NH, Khiem DP et al. (2024), Scientific Reports, 14(1)
BibTeX
@article{clinicalevaluat-2024/6,
title={Clinical evaluation of AI-assisted muscle ultrasound for monitoring muscle wasting in ICU patients},
author={Nhat PTH, Van Hao N, Yen LM, Anh NH, Khiem DP et al.},
journal={Scientific Reports},
volume={14},
number={14798},
publisher={Nature Research},
year = "2024"
}
Decoding 2.3 million ECGs: interpretable deep learning for advancing cardiovascular diagnosis and mortality risk stratification
Lu L, Zhu T, Ribeiro AH, Clifton L, Zhao E et al. (2024), European Heart Journal – Digital Health, 5(3), 247-259
BibTeX
@article{decodingmillion-2024/2,
title={Decoding 2.3 million ECGs: interpretable deep learning for advancing cardiovascular diagnosis and mortality risk stratification},
author={Lu L, Zhu T, Ribeiro AH, Clifton L, Zhao E et al.},
journal={European Heart Journal – Digital Health},
volume={5},
pages={247-259},
publisher={Oxford University Press},
year = "2024"
}
Data encoding for healthcare data democratization and information leakage prevention
Thakur A, Wang Y, Armstrong J, Zhu T, Abrol V et al. (2024), Nature Communications, 15(1)
BibTeX
@article{dataencodingfor-2024/2,
title={Data encoding for healthcare data democratization and information leakage prevention},
author={Thakur A, Wang Y, Armstrong J, Zhu T, Abrol V et al.},
journal={Nature Communications},
volume={15},
number={1582},
publisher={Springer Nature},
year = "2024"
}
Feasibility of wearable monitors to detect heart rate variability in children with hand, foot and mouth disease.
Nhan LNT, Hung NT, Khanh TH, Hong NTT, Ny NTH et al. (2024), BMC infectious diseases, 24(1), 205
BibTeX
@article{feasibilityofwe-2024/2,
title={Feasibility of wearable monitors to detect heart rate variability in children with hand, foot and mouth disease.},
author={Nhan LNT, Hung NT, Khanh TH, Hong NTT, Ny NTH et al.},
journal={BMC infectious diseases},
volume={24},
pages={205},
publisher={Springer Nature},
year = "2024"
}
A Perspective on Individualized Treatment Effects Estimation from Time-series Health Data
Ghosheh GO, Gögl M & Zhu T (2024)
BibTeX
@misc{aperspectiveoni-2024/2,
title={A Perspective on Individualized Treatment Effects Estimation from Time-series Health Data},
author={Ghosheh GO, Gögl M & Zhu T},
year = "2024"
}
Understanding Missingness in Time-series Electronic Health Records for Individualized Representation
Ghosheh GO, Li J & Zhu T (2024)
BibTeX
@misc{understandingmi-2024/2,
title={Understanding Missingness in Time-series Electronic Health Records for Individualized Representation},
author={Ghosheh GO, Li J & Zhu T},
year = "2024"
}
A scalable federated learning solution for secondary care using low-cost microcomputing: privacy-preserving development and evaluation of a COVID-19 screening test in UK hospitals
Soltan AS, Thakur A, Yang J, Chauhan A, D'Cruz LG et al. (2024), Lancet Digital Health, 6(2), E93-E104
BibTeX
@article{ascalablefedera-2024/1,
title={A scalable federated learning solution for secondary care using low-cost microcomputing: privacy-preserving development and evaluation of a COVID-19 screening test in UK hospitals},
author={Soltan AS, Thakur A, Yang J, Chauhan A, D'Cruz LG et al.},
journal={Lancet Digital Health},
volume={6},
pages={E93-E104},
publisher={Elsevier},
year = "2024"
}
A survey of generative adversarial networks for synthesizing structured electronic health records
Ghosheh G, Zhu T & Li J (2024), ACM Computing Surveys, 56(6)
BibTeX
@article{asurveyofgenera-2024/1,
title={A survey of generative adversarial networks for synthesizing structured electronic health records},
author={Ghosheh G, Zhu T & Li J},
journal={ACM Computing Surveys},
volume={56},
number={147},
publisher={Association for Computing Machinery},
year = "2024"
}
Student loss: towards the probability assumption in inaccurate supervision
Zhang S, Li J-Q, Fujita H, Li Y-W, Wang D-B et al. (2024), IEEE Transactions on Pattern Analysis and Machine Intelligence, 46(6), 4460-4475
BibTeX
@article{studentlosstowa-2024/1,
title={Student loss: towards the probability assumption in inaccurate supervision},
author={Zhang S, Li J-Q, Fujita H, Li Y-W, Wang D-B et al.},
journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
volume={46},
pages={4460-4475},
publisher={IEEE},
year = "2024"
}
IGNITE: Individualized GeNeration of Imputations in Time-series Electronic health records
Ghosheh GO, Li J & Zhu T (2024)
BibTeX
@misc{igniteindividua-2024/1,
title={IGNITE: Individualized GeNeration of Imputations in Time-series Electronic health records},
author={Ghosheh GO, Li J & Zhu T},
year = "2024"
}
Refined matrix completion for spectrum estimation of heart rate variability
Lu L, Zhu T, Tan Y, Zhou J, Yang J et al. (2024), Mathematical Biosciences and Engineering, 21(8), 6758-6782
BibTeX
@article{refinedmatrixco-2024/1,
title={Refined matrix completion for spectrum estimation of heart rate variability},
author={Lu L, Zhu T, Tan Y, Zhou J, Yang J et al.},
journal={Mathematical Biosciences and Engineering},
volume={21},
pages={6758-6782},
publisher={American Institute of Mathematical Sciences (AIMS)},
year = "2024"
}
Acceptance and user experiences of a wearable device for the management of hospitalized patients in COVID-19–designated wards in Ho Chi Minh City, Vietnam: action learning project
Luu AP, Nguyen TT, Cao VTC, Ha THD, Chung LTT et al. (2024), JMIR Human Factors, 11(1)
BibTeX
@article{acceptanceandus-2024/1,
title={Acceptance and user experiences of a wearable device for the management of hospitalized patients in COVID-19–designated wards in Ho Chi Minh City, Vietnam: action learning project},
author={Luu AP, Nguyen TT, Cao VTC, Ha THD, Chung LTT et al.},
journal={JMIR Human Factors},
volume={11},
number={e44619},
publisher={JMIR Publications},
year = "2024"
}
Are Time Series Foundation Models Ready for Vital Sign Forecasting in Healthcare?
Gu X, Liu Y, Mohsin Z, Bedford J, Thakur A et al. (2024), Proceedings of Machine Learning Research, 259, 401-419
BibTeX
@inproceedings{aretimeseriesfo-2024/1,
title={Are Time Series Foundation Models Ready for Vital Sign Forecasting in Healthcare?},
author={Gu X, Liu Y, Mohsin Z, Bedford J, Thakur A et al.},
pages={401-419},
year = "2024"
}
Medical records condensation: a roadmap towards healthcare data democratisation
Thakur A, Wang Y, Dong M, Ma P, Petridis S et al. (2024)
BibTeX
@misc{medicalrecordsc-2024/,
title={Medical records condensation: a roadmap towards healthcare data democratisation},
author={Thakur A, Wang Y, Dong M, Ma P, Petridis S et al.},
year = "2024"
}
Leveraging transformers and large language models with antimicrobial prescribing data to predict sources of infection for electronic health record studies
Yuan K, Yoon CH, Gu Q, Munby H, Walker S et al. (2024)
BibTeX
@misc{leveragingtrans-2024/,
title={Leveraging transformers and large language models with antimicrobial prescribing data to predict sources of infection for electronic health record studies},
author={Yuan K, Yoon CH, Gu Q, Munby H, Walker S et al.},
year = "2024"
}
CliqueFluxNet: Unveiling EHR Insights with Stochastic Edge Fluxing and Maximal Clique Utilisation using Graph Neural Networks
Molaei S, Bousejin NG, Ghosheh G, Thakur A, Chauhan VK et al. (2024)
BibTeX
@misc{cliquefluxnetun-2024/,
title={CliqueFluxNet: Unveiling EHR Insights with Stochastic Edge Fluxing and Maximal Clique Utilisation using Graph Neural Networks},
author={Molaei S, Bousejin NG, Ghosheh G, Thakur A, Chauhan VK et al.},
year = "2024"
}
Transformers and large language models are efficient feature extractors for electronic health record studies
Yuan K, Yoon CH, Gu Q, Munby H, Walker S et al. (2024)
BibTeX
@misc{transformersand-2024/,
title={Transformers and large language models are efficient feature extractors for electronic health record studies},
author={Yuan K, Yoon CH, Gu Q, Munby H, Walker S et al.},
year = "2024"
}