AIMC Topic: Monkeypox virus
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A hybrid long short-term memory-convolutional neural network multi-stream deep learning model with Convolutional Block Attention Module incorporated for monkeypox detection.
Science progress
Mar 28, 2025
BackgroundMonkeypox (mpox) is a zoonotic infectious disease caused by the mpox virus and characterized by painful body lesions, fever, headaches, and exhaustion. Since the report of the first human case of mpox in Africa, there have been multiple out...
Explainable AI for Symptom-Based Detection of Monkeypox: a machine learning approach.
BMC infectious diseases
Mar 26, 2025
BACKGROUND: Monkeypox, a viral zoonotic disease, is an emerging global health concern, with rising incidence and outbreaks extending beyond its endemic regions in Central and, West Africa and the world. The disease transmits through contact with infe...
Identification of potential biomarkers for 2022 Mpox virus infection: a transcriptomic network analysis and machine learning approach.
Scientific reports
Jan 23, 2025
Monkeypox virus (MPXV), a zoonotic pathogen, re-emerged in 2022 with the Clade IIb variant, raising global health concerns due to its unprecedented spread in non-endemic regions. Recent studies have shown that Clade IIb (2022 MPXV) is marked by uniqu...
Antivirals for monkeypox virus: Proposing an effective machine/deep learning framework.
PloS one
Sep 12, 2024
Monkeypox (MPXV) is one of the infectious viruses which caused morbidity and mortality problems in these years. Despite its danger to public health, there is no approved drug to stand and handle MPXV. On the other hand, drug repurposing is a promisin...
MpoxNet: dual-branch deep residual squeeze and excitation monkeypox classification network with attention mechanism.
Frontiers in cellular and infection microbiology
Jun 7, 2024
While the world struggles to recover from the devastation wrought by the widespread spread of COVID-19, monkeypox virus has emerged as a new global pandemic threat. In this paper, a high precision and lightweight classification network MpoxNet based ...
Machine learning and classical MD simulation to identify inhibitors against the P37 envelope protein of monkeypox virus.
Journal of biomolecular structure & dynamics
May 23, 2023
Monkeypox virus (MPXV) outbreak is a serious public health concern that requires international attention. P37 of MPXV plays a pivotal role in DNA replication and acts as one of the promising targets for antiviral drug design. In this study, we intent...
A deep-learning algorithm to classify skin lesions from mpox virus infection.
Nature medicine
Mar 2, 2023
Undetected infection and delayed isolation of infected individuals are key factors driving the monkeypox virus (now termed mpox virus or MPXV) outbreak. To enable earlier detection of MPXV infection, we developed an image-based deep convolutional neu...
Monkeypox Virus Detection and Deep Learning-based Approaches: Correspondence.
Journal of medical systems
Nov 17, 2022
This letter to the editor discusses the publication of a paper on monkeypox virus detection and deep learning-based approaches. Confounding issues regarding diagnosis are discussed.
Monkeypox Virus Detection Using Pre-trained Deep Learning-based Approaches.
Journal of medical systems
Oct 6, 2022
Monkeypox virus is emerging slowly with the decline of COVID-19 virus infections around the world. People are afraid of it, thinking that it would appear as a pandemic like COVID-19. As such, it is crucial to detect them earlier before widespread com...
What concerns the general public the most about monkeypox virus? - A text analytics study based on Natural Language Processing (NLP).
Travel medicine and infectious disease
Jul 31, 2022
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