Modern machine‐learning predictive models for diagnosing infectious diseases

EY Alqaissi, FS Alotaibi… - … mathematical methods in …, 2022 - Wiley Online Library
Controlling infectious diseases is a major health priority because they can spread and infect
humans, thus evolving into epidemics or pandemics. Therefore, early detection of infectious …

Improving classification of tetanus severity for patients in low-middle income countries wearing ecg sensors by using a cnn-transformer network

P Lu, C Wang, J Hagenah, S Ghiasi… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Tetanus is a life-threatening infectious disease, which is still common in low-and middle-
income countries, including in Vietnam. This disease is characterized by muscle spasm and …

[HTML][HTML] Novel clinical monitoring approaches for reemergence of diphtheria myocarditis, Vietnam

HQ Chanh, HT Trieu, HNT Vuong… - Emerging Infectious …, 2022 - ncbi.nlm.nih.gov
Diphtheria is a life-threatening, vaccine-preventable disease caused by toxigenic
Corynebacterium bacterial species that continues to cause substantial disease and death …

2D-WinSpatt-Net: A Dual Spatial Self-Attention Vision Transformer Boosts Classification of Tetanus Severity for Patients Wearing ECG Sensors in Low-and Middle …

P Lu, AP Creagh, HY Lu, HB Hai, VITAL Consortium… - Sensors, 2023 - mdpi.com
Tetanus is a life-threatening bacterial infection that is often prevalent in low-and middle-
income countries (LMIC), Vietnam included. Tetanus affects the nervous system, leading to …

Multi-modal diagnosis of infectious diseases in the developing world

GA Tadesse, H Javed, NLN Thanh… - IEEE journal of …, 2020 - ieeexplore.ieee.org
In low and middle income countries, infectious diseases continue to have a significant
impact, particularly amongst the poorest in society. Tetanus and hand foot and mouth …

Classification of tetanus severity in intensive-care settings for low-income countries using wearable sensing

P Lu, S Ghiasi, J Hagenah, HB Hai, NV Hao… - Sensors, 2022 - mdpi.com
Infectious diseases remain a common problem in low-and middle-income countries,
including in Vietnam. Tetanus is a severe infectious disease characterized by muscle …

Reversible focal intracranial hypertension swine model with continuous multimodal neuromonitoring

NM Ciarrocchi, F Pose, P Saez… - Journal of Neuroscience …, 2022 - Elsevier
Background Intracranial hypertension (HI) is associated with worse neurological outcomes
and higher mortality. Although there are several experimental models of HI, in this article we …

vital_sqi: A Python package for physiological signal quality control

VKD Le, HB Ho, S Karolcik, B Hernandez… - Frontiers in …, 2022 - frontiersin.org
Electrocardiogram (ECG) and photoplethysmogram (PPG) are commonly used to determine
the vital signs of heart rate, respiratory rate, and oxygen saturation in patient monitoring. In …

Towards a machine-learning assisted non-invasive classification of dengue severity using wearable PPG data: a prospective clinical study

S Karolcik, V Manginas, HQ Chanh, J Daniels… - …, 2024 - thelancet.com
Background Dengue epidemics impose considerable strain on healthcare resources. Real-
time continuous and non-invasive monitoring of patients admitted to the hospital could lead …

Permutation entropy analysis to intracranial hypertension from a porcine model

F Pose, N Ciarrocchi, C Videla, FO Redelico - Entropy, 2023 - mdpi.com
Intracranial pressure (ICP) monitoring is commonly used in the follow-up of patients in
intensive care units, but only a small part of the information available in the ICP time series is …