By Dr Md Zakir Hossain

Journal articles

Hasan R; Yao Y; Hossain Z; Krishna A; Rudas I; Rahman S; Gedeon T, 2026, 'Labels Generated by Large Language Models Help Measure Peoples Empathy in Vitro', IEEE Journal of Selected Topics in Signal Processing, 20, pp. 213 - 226, http://dx.doi.org/10.1109/jstsp.2026.3671186

Du Y; Ahmed KA; Mondal HS; Hossain MZ, 2026, 'Ligand-based prediction of anti-bacterial compounds: Overcoming class imbalance in molecular data', Computational Biology and Chemistry, 120, pp. 108778, http://dx.doi.org/10.1016/j.compbiolchem.2025.108778

Du Y; Ahmed KA; Hasan R; Hossain Z, 2025, 'Investigating the Impact of Antibiotics on Environmental Microbiota Through Machine Learning Models', IET Systems Biology, 19, pp. e70009, http://dx.doi.org/10.1049/syb2.70009

Jobayer M; Taylor A; Hasan MR; Ahmed KA; Hossain MZ, 2025, 'Machine learning to predict gut microbiomes of agricultural pests', Neural Computing and Applications, 37, pp. 8435 - 8449, http://dx.doi.org/10.1007/s00521-025-10999-9

Mondal HS; Feng Y; Biswas G; Hossain Z, 2024, 'Applications and Challenges of DNA-Based Electrochemical Biosensors for Monitoring Health: A Systematic Review', DNA, 4, pp. 300 - 317, http://dx.doi.org/10.3390/dna4030020

Shen Y; Hossain MZ; Ahmed KA; Rahman S, 2024, 'An open set model for pest identification', Computational Biology and Chemistry, 108, pp. 108002, http://dx.doi.org/10.1016/j.compbiolchem.2023.108002

Liu X; Hasan MR; Gedeon T; Hossain MZ, 2024, 'MADE-for-ASD: A multi-atlas deep ensemble network for diagnosing Autism Spectrum Disorder', Computers in Biology and Medicine, 182, pp. 109083, http://dx.doi.org/10.1016/j.compbiomed.2024.109083

Mondal HS; Ahmed KA; Birbilis N; Hossain MZ, 2023, 'Machine learning for detecting DNA attachment on SPR biosensor', Scientific Reports, 13, pp. 3742, http://dx.doi.org/10.1038/s41598-023-29395-1

Liu X; Hasan MR; Ahmed KA; Hossain MZ, 2023, 'Machine learning to analyse omic-data for COVID-19 diagnosis and prognosis', BMC Bioinformatics, 24, pp. 7, http://dx.doi.org/10.1186/s12859-022-05127-6

Hossain MZ; Daskalaki E; Brüstle A; Desborough J; Lueck CJ; Suominen H, 2022, 'The role of machine learning in developing non-magnetic resonance imaging based biomarkers for multiple sclerosis: a systematic review', BMC Medical Informatics and Decision Making, 22, http://dx.doi.org/10.1186/s12911-022-01985-5

Wei X; Hossain MZ; Ahmed KA, 2022, 'A ResNet attention model for classifying mosquitoes from wing-beating sounds', Scientific Reports, 12, pp. 10334, http://dx.doi.org/10.1038/s41598-022-14372-x

Uddin MB; Hossain MZ; Ahmad M; Ahmed N; Rashid MA, 2014, 'Effects of Caffeinated Beverage Consumption on Electrocardiographic Parameters among Healthy Adults', Modern Applied Science, 8, http://dx.doi.org/10.5539/mas.v8n2p69

Kabir ANME; Hossain MZ; Rashid MA; Saifuddin WOA; Shahjahan M, 2014, 'Extraction of Inherent Frequency Components of Multiway EEG Data Using Two-Stage Neural Canonical Correlation Analysis', Modern Applied Science, 8, http://dx.doi.org/10.5539/mas.v8n1p164

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