Bruce Mellado

Johannesburg, GT 2050, South Africa

Last Updated: 09/26/2026

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Found 20 publications

Vanilla LSTM Predictive Maintenance Model for Scientific Research Facilities.

Vanilla LSTM Predictive Maintenance Model for Scientific Research Facilities.

Journal: Sensors (Basel, Switzerland)

Published: May 18, 2026

Leveraging deep-learning and unconventional data for real-time surveillance, forecasting, and early warning of respiratory pathogens outbreak.

Leveraging deep-learning and unconventional data for real-time surveillance, forecasting, and early warning of respiratory pathogens outbreak.

Journal: Artificial intelligence in medicine

Published: August 09, 2024

Impact assessment of self-medication on COVID-19 prevalence in Gauteng, South Africa, using an age-structured disease transmission modelling framework.

Impact assessment of self-medication on COVID-19 prevalence in Gauteng, South Africa, using an age-structured disease transmission modelling framework.

Journal: BMC public health

Published: April 19, 2024

Decolonizing global AI governance: assessment of the state of decolonized AI governance in Sub-Saharan Africa.

Decolonizing global AI governance: assessment of the state of decolonized AI governance in Sub-Saharan Africa.

Journal: Royal Society open science

Published: December 21, 2023

Twitter-based gender recognition using transformers.

Twitter-based gender recognition using transformers.

Journal: Mathematical biosciences and engineering : MBE

Published: November 03, 2023

Evaluating automatic annotation of lexicon-based models for stance detection of M-pox tweets from May 1st to Sep 5th, 2022.

Evaluating automatic annotation of lexicon-based models for stance detection of M-pox tweets from May 1st to Sep 5th, 2022.

Journal: PLOS digital health

Published: October 23, 2023

Off-label drug use during the COVID-19 pandemic in Africa: topic modelling and sentiment analysis of ivermectin in South Africa and Nigeria as a case study.

Off-label drug use during the COVID-19 pandemic in Africa: topic modelling and sentiment analysis of ivermectin in South Africa and Nigeria as a case study.

Journal: Journal of the Royal Society, Interface

Published: September 13, 2023

Leveraging artificial intelligence to optimize COVID-19 robust spread and vaccination roll-out strategies in Southern Africa.

Leveraging artificial intelligence to optimize COVID-19 robust spread and vaccination roll-out strategies in Southern Africa.

Journal: Frontiers in artificial intelligence

Published: August 06, 2022

Knowing the unknown: The underestimation of monkeypox cases. Insights and implications from an integrative review of the literature.

Knowing the unknown: The underestimation of monkeypox cases. Insights and implications from an integrative review of the literature.

Journal: Frontiers in microbiology

Published: August 03, 2022

Planetary sleep medicine: Studying sleep at the individual, population, and planetary level.

Planetary sleep medicine: Studying sleep at the individual, population, and planetary level.

Journal: Frontiers in public health

Published: July 28, 2022

Public sentiments toward COVID-19 vaccines in South African cities: An analysis of Twitter posts.

Public sentiments toward COVID-19 vaccines in South African cities: An analysis of Twitter posts.

Journal: Frontiers in public health

Published: July 06, 2022

Management of hospital beds and ventilators in the Gauteng province, South Africa, during the COVID-19 pandemic.

Management of hospital beds and ventilators in the Gauteng province, South Africa, during the COVID-19 pandemic.

Journal: PLOS global public health

Published: June 02, 2022

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Last Updated: 09/26/2026