Expanding antibiotic, vaccine, and diagnostics development and access to tackle antimicrobial resistance
The increasing number of bacterial infections globally that do not respond to any available
antibiotics indicates a need to invest in—and ensure access to—new antibiotics, vaccines …
antibiotics indicates a need to invest in—and ensure access to—new antibiotics, vaccines …
Machine learning for automated classification of abnormal lung sounds obtained from public databases: a systematic review
Pulmonary auscultation is essential for detecting abnormal lung sounds during physical
assessments, but its reliability depends on the operator. Machine learning (ML) models offer …
assessments, but its reliability depends on the operator. Machine learning (ML) models offer …
[HTML][HTML] A semi-supervised algorithm for improving the consistency of crowdsourced datasets: The COVID-19 case study on respiratory disorder classification
Abstract Background and Objective: Cough audio signal classification is a potentially useful
tool in screening for respiratory disorders, such as COVID-19. Since it is dangerous to collect …
tool in screening for respiratory disorders, such as COVID-19. Since it is dangerous to collect …
A New Shapley-Based Feature Selection Method in a Clinical Decision Support System for the Identification of Lung Diseases
The aim of this study is to propose a new feature selection method based on the class-based
contribution of Shapley values. For this purpose, a clinical decision support system was …
contribution of Shapley values. For this purpose, a clinical decision support system was …
Method for Detecting Pathology of Internal Organs Using Bioelectrography
Y Shichkina, R Fatkieva, A Sychev, A Kazak - Diagnostics, 2024 - mdpi.com
This article considers the possibility of using the bioelectrography method to identify the
pathology of internal organs. It is shown that with the currently existing methods, there is no …
pathology of internal organs. It is shown that with the currently existing methods, there is no …
[PDF][PDF] Shortages of Care and Medical Devices Affecting the Pediatric Patient Population
S Jones, M Walter - Canadian Journal of Health Technologies, 2023 - canjhealthtechnol.ca
Background Parents and caregivers in Canada have been experiencing shortages relating
to the availability of health care for their children. Shortages of care (eg, overcrowded …
to the availability of health care for their children. Shortages of care (eg, overcrowded …
Semi-Supervised Pulmonary Auscultation Analysis with Cross Pseudo Supervision
J Chang, CC Huang - 2023 IEEE MIT Undergraduate Research …, 2023 - ieeexplore.ieee.org
Pulmonary auscultation analysis is a crucial part of the diagnosis of respiratory illnesses, yet
it remains largely a manual task dependent on the skills of individual physicians. Efforts …
it remains largely a manual task dependent on the skills of individual physicians. Efforts …
[HTML][HTML] Shortages of Care and Medical Devices Affecting the Pediatric Patient Population: CADTH Horizon Scan
S Jones, M Walter - 2023 - europepmc.org
Shortage events, the phenomena when demand exceeds supply, can affect both medical
care and medical devices. The COVID-19 pandemic caused a global shortage event, the …
care and medical devices. The COVID-19 pandemic caused a global shortage event, the …
[HTML][HTML] CADTH Horizon Scan Shortages of Care and Medical Devices Affecting the Pediatric Patient Population
S Jones, M Walter - canjhealthtechnol.ca
Background Parents and caregivers in Canada have been experiencing shortages relating
to the availability of health care for their children. Shortages of care (eg, overcrowded …
to the availability of health care for their children. Shortages of care (eg, overcrowded …
A multimodal integration pipeline for accurate diagnosis, pathogen identification, and prognosis prediction of pulmonary infections
Pulmonary infections pose formidable challenges in clinical settings with high mortality rates
across all age groups worldwide. Accurate diagnosis and early intervention are crucial to …
across all age groups worldwide. Accurate diagnosis and early intervention are crucial to …