AIMC Topic: Endemic Diseases

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Establishment of a deep-learning-assisted recurrent nasopharyngeal carcinoma detecting simultaneous tactic (DARNDEST) with high cost-effectiveness based on magnetic resonance images: a multicenter study in an endemic area.

Cancer imaging : the official publication of the International Cancer Imaging Society Mar 24, 2025
BACKGROUND: To investigate the feasibility of detecting local recurrent nasopharyngeal carcinoma (rNPC) using unenhanced magnetic resonance images (MRI) and optimize a layered management strategy for follow-up with a deep learning model.
Humans Female Aged Endemic Diseases Magnetic Resonance Imaging Feasibility Studies Neoplasm Recurrence, Local Cost-Benefit Analysis Nasopharyngeal Carcinoma Nasopharyngeal Neoplasms Male Middle Aged Deep Learning Adult Sensitivity and Specificity
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Evaluation of factors associated with adult skeletal fluorosis in coal-burning type of endemic fluorosis and initial screening model based on machine learning in Guizhou, Southwest China.

Ecotoxicology and environmental safety Mar 11, 2025
Skeletal fluorosis caused by coal-burning type endemic fluorosis greatly affects the health of the population in the affected areas, but large-scale diagnostic work is limited by human and material resources, making it difficult to implement comprehe...
Female Adult Male Humans Machine Learning Coal Endemic Diseases Fluorosis, Dental Middle Aged China Child
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Deep neural networks for endemic measles dynamics: Comparative analysis and integration with mechanistic models.

PLoS computational biology Nov 21, 2024
Measles is an important infectious disease system both for its burden on public health and as an opportunity for studying nonlinear spatio-temporal disease dynamics. Traditional mechanistic models often struggle to fully capture the complex nonlinear...
England Computational Biology Wales Neural Networks, Computer Forecasting Disease Outbreaks Endemic Diseases Measles Epidemiological Models Humans
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The fuzzy system ensembles entomological, epidemiological, demographic and environmental data to unravel the dengue transmission risk in an endemic city.

BMC public health Sep 27, 2024
BACKGROUND: The effectiveness of dengue control interventions depends on an effective integrated surveillance system that involves analysis of multiple variables associated with the natural history and transmission dynamics of this arbovirus. Entomol...
Fuzzy Logic Aedes Mosquito Vectors Endemic Diseases Dengue Brazil Disease Outbreaks Cities Animals Risk Assessment Humans
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Significant symptoms and nonsymptom-related factors for malaria diagnosis in endemic regions of Indonesia.

International journal of infectious diseases : IJID : official publication of the International Society for Infectious Diseases Nov 26, 2020
OBJECTIVES: This study aims to identify significant symptoms and nonsymptom-related factors for malaria diagnosis in endemic regions of Indonesia.
Middle Aged Malaria Indonesia Female Humans Fever Adult Machine Learning Endemic Diseases Male Pregnancy
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Deep learning pathological microscopic features in endemic nasopharyngeal cancer: Prognostic value and protentional role for individual induction chemotherapy.

Cancer medicine Dec 20, 2019
BACKGROUND: To explore the prognostic value and the role for treatment decision of pathological microscopic features in patients with nasopharyngeal carcinoma (NPC) using the method of deep learning.
Kaplan-Meier Estimate Chemoradiotherapy Nasopharyngeal Neoplasms Female Endemic Diseases Adult Nasopharynx Male China Induction Chemotherapy Humans Fluorouracil Middle Aged Image Processing, Computer-Assisted Prognosis Neoplasm Staging Progression-Free Survival Risk Assessment Antineoplastic Combined Chemotherapy Protocols Retrospective Studies Cisplatin Radiotherapy, Intensity-Modulated Deep Learning
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Molecular Evaluation of High Fluoroquinolone Resistant Genes in Endemic Cases of Shigellosis, Northeast Part of Karnataka, India.

Annals of global health Jan 1, 2016
OBJECTIVES: Shigellosis is an acute infection of the intestine caused by bacteria in the genus Shigella and also an important cause of diarrhea in developing countries. This study was carried out to find the extent and nature of the emerging resistan...
India Drug Resistance, Bacterial Humans Shigella Bacterial Proteins Microbial Sensitivity Tests Anti-Bacterial Agents Dysentery, Bacillary Fluoroquinolones Feces Endemic Diseases
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