Tetanus severity classification in low-middle income countries through ECG wearable sensors and a 1D-vision transformer

Tetanus severity classification in low-middle income countries through ECG wearable sensors and a 1D-vision transformer

Tetanus, a life-threatening bacterial infection prevalent in low- and middle-income countries like Vietnam, impacts the nervous system, causing muscle stiffness and spasms. Severe tetanus often involves dysfunction of the autonomic nervous system (ANS). Timely detection and effective ANS dysfunction...

Bibliografiset tiedot
Päätekijät:	Lu, P, Wang, Z, Ha Thi, HD, Hai, HB, Thwaites, L, Clifton, DA
Muut tekijät:	VITAL Consortium
Aineistotyyppi:	Journal article
Kieli:	English
Julkaistu:	MDPI 2024

Samankaltaisia teoksia

Tetanus Severity Classification in Low-Middle Income Countries through ECG Wearable Sensors and a 1D-Vision Transformer
Tekijä: Ping Lu, et al.
Julkaistu: (2024-01-01)

2D-WinSpatt-Net: a dual spatial self-attention Vision Transformer boosts classification of tetanus severity for patients wearing ECG sensors in low- and middle-income countries
Tekijä: Lu, P, et al.
Julkaistu: (2023)

Classification of tetanus severity in intensive-care settings for low-income countries using wearable sensing
Tekijä: Lu, P, et al.
Julkaistu: (2022)

Improving classification of tetanus severity for patients in low-middle income countries wearing ECG sensors by using a CNN-transformer network
Tekijä: Lu, P, et al.
Julkaistu: (2022)

2D-WinSpatt-Net: A Dual Spatial Self-Attention Vision Transformer Boosts Classification of Tetanus Severity for Patients Wearing ECG Sensors in Low- and Middle-Income Countries
Tekijä: Ping Lu, et al.
Julkaistu: (2023-09-01)

Classification of Tetanus Severity in Intensive-Care Settings for Low-Income Countries Using Wearable Sensing
Tekijä: Ping Lu, et al.
Julkaistu: (2022-08-01)

Sepsis mortality prediction using wearable monitoring in low-middle income countries
Tekijä: Ghiasi, S, et al.
Julkaistu: (2022)

Sepsis Mortality Prediction Using Wearable Monitoring in Low–Middle Income Countries
Tekijä: Shadi Ghiasi, et al.
Julkaistu: (2022-05-01)

Achieving affordable critical care in low-income and middle-income countries
Tekijä: Turner, H, et al.
Julkaistu: (2019)

Heart rate variability measured from wearable devices as a marker of disease severity in tetanus
Tekijä: Hai, HB, et al.
Julkaistu: (2023)

Tetanus
Tekijä: Thwaites, G, et al.
Julkaistu: (2012)

Achieving affordable critical care in low-income and middle-income countries
Tekijä: Arjen M Dondorp, et al.
Julkaistu: (2019-06-01)

Botulism and tetanus
Tekijä: Thwaites, C
Julkaistu: (2017)

Mitigating machine learning bias between high income and low–middle income countries for enhanced model fairness and generalizability
Tekijä: Yang, J, et al.
Julkaistu: (2024)

Vaccine-preventable diseases in lower-middle-income countries
Tekijä: Turner, H, et al.
Julkaistu: (2018)

State of inequality in diphtheria-tetanus-pertussis immunisation coverage in low-income and middle-income countries: a multicountry study of household health surveys
Tekijä: Dr. Ahmad Reza Hosseinpoor, MD, et al.
Julkaistu: (2016-09-01)

Preventing and treating tetanus.
Tekijä: Thwaites, C, et al.
Julkaistu: (2003)

ECG signal classification in wearable devices based on compressed domain.
Tekijä: Jing Hua, et al.
Julkaistu: (2023-01-01)

Mitigating machine learning bias between high income and low–middle income countries for enhanced model fairness and generalizability
Tekijä: Jenny Yang, et al.
Julkaistu: (2024-06-01)

Maternal and neonatal tetanus.
Tekijä: Thwaites, C, et al.
Julkaistu: (2015)

Clinical classification of tetanus patients
Tekijä: D.B. Miranda-Filho, et al.
Julkaistu: (2006-10-01)

Synthesizing electronic health records for predictive models in low-middle-income countries (LMICs)
Tekijä: Ghosheh, GO, et al.
Julkaistu: (2023)

Predicting the clinical outcome of tetanus: the tetanus severity score.
Tekijä: Thwaites, C, et al.
Julkaistu: (2006)

Generalizability assessment of AI models across hospitals in a low-middle and high income country
Tekijä: Yang, J, et al.
Julkaistu: (2024)

Social and ethical implications of psychiatric classification for low- and middle-income countries
Tekijä: Jonathan K Burns
Julkaistu: (2014-08-01)

Comparison of Wealth-Related Inequality in Tetanus Vaccination Coverage before and during Pregnancy: A Cross-Sectional Analysis of 72 Low- and Middle-Income Countries
Tekijä: Nicole E. Johns, et al.
Julkaistu: (2024-04-01)

Number of tetanus toxoid injections before birth and associated factors among pregnant women in low and middle income countries: Negative binomial poisson regression
Tekijä: Alebachew Ferede Zegeye, et al.
Julkaistu: (2024-12-01)

Financial Globalisation and Economic Growth in Asia: Is There a Difference between Upper-Middle-Income and Lower-Middle-Income Countries?
Tekijä: Thu-Trang Thi Doan, et al.
Julkaistu: (2024-12-01)

Wearable Textile Electrodes for ECG Measurement
Tekijä: Lukas Vojtech, et al.
Julkaistu: (2013-01-01)

Arrhythmia Evaluation in Wearable ECG Devices
Tekijä: Muammar Sadrawi, et al.
Julkaistu: (2017-10-01)

Synthesizing Electronic Health Records for Predictive Models in Low-Middle-Income Countries (LMICs)
Tekijä: Ghadeer O. Ghosheh, et al.
Julkaistu: (2023-06-01)

Robust Heartbeat Classification for Wearable Single-Lead ECG via Extreme Gradient Boosting
Tekijä: Huaiyu Zhu, et al.
Julkaistu: (2021-08-01)

Protocol for a realist synthesis of health systems responsiveness in low-income and middle-income countries
Tekijä: Tolib Mirzoev, et al.
Julkaistu: (2021-06-01)

Understanding financial literacy and associated factors among adult population in a low-middle income country
Tekijä: Ha Van Nguyen, et al.
Julkaistu: (2022-06-01)

Smart Helmet: Wearable Multichannel ECG and EEG
Tekijä: Wilhelm Von Rosenberg, et al.
Julkaistu: (2016-01-01)

Generalizability assessment of AI models across hospitals in a low-middle and high income country
Tekijä: Jenny Yang, et al.
Julkaistu: (2024-09-01)

Magnesium sulphate as a first line therapy in the management of tetanus.
Tekijä: Thwaites, C, et al.
Julkaistu: (2003)

Antibiotic consumption in low-income and middle-income countries
Tekijä: Hamers, R, et al.
Julkaistu: (2018)

Statin use in low-income and middle-income countries
Tekijä: Florian Neuhann, et al.
Julkaistu: (2022-07-01)

Neonatal tetanus in the middle Black Sea region of Turkey
Tekijä: Mehmet Totan, et al.
Julkaistu: (2002-04-01)