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Solve elec ali5/27/2023 ![]() ![]() Towards Explainable and Privacy-Preserving Artificial Intelligence for Personalisation in Autism Spectrum Disorder Expert Systems with Applications, 207 118025, 1-26. Amzad and Moni, Mohammad Ali (2022).ĮEG-based emotion analysis using non-linear features and ensemble learning approaches. ![]() Mustafizur, Sarkar, Ajay Krishno, Hossain, Md. Journal Article: EEG-based emotion analysis using non-linear features and ensemble learning approaches Network Modeling Analysis in Health Informatics and Bioinformatics, 11 (1) 7. Identification of glycophorin C as a prognostic marker for human breast cancer using bioinformatic analysis. Shahedur, Biswas, Polash Kumar, Saha, Subbroto Kumar and Moni, Mohammad Ali (2022). Journal Article: Identification of glycophorin C as a prognostic marker for human breast cancer using bioinformatic analysis W., Moni, Mohammad Ali, Lio’, Pietro and Shoombuatong, Watshara (2022).ĪMYPred-FRL is a novel approach for accurate prediction of amyloid proteins by using feature representation learning. Journal Article: AMYPred-FRL is a novel approach for accurate prediction of amyloid proteins by using feature representation learningĬharoenkwan, Phasit, Ahmed, Saeed, Nantasenamat, Chanin, Quinn, Julian M. The Cambridge Commonwealth, European & International Trust award, The Commonwealth Trust, UK 2011.Travel award to attend NIMBioS Modeling, University of Tennessee, USA.Best student paper award in international conference- IDBSS2014, UK2014.Travel award to attend ANZBMS Conference, Australia, 2016.The Ridley Ken Davies Award ($50,000)- utilising the research data obtained through Dubbo Osteoporosis Epidemiological Study, Ridley Corporation, Australia 2016.USyd DVC Research Fellowship ($3,80000), University of Sydney2017-2020.Received seed funding ($40,000) from Karte Ltd. Seed funding from two companies Karte Ltd (Japan) and iHealthOmics Ltd (Hong Kong) to develop AI-based health-care related software products.Certara-Monash Fellowship Awarded ($2,00,000), Certara Australia Pty.University of Wollongong Engineering & information science Distinguished Early Career Fellowship.2019-2020.Best Impact Award in International Conference on Applied Intelligence and Informatics, UK July 30-31, 2021.The impact of his research is evidenced by the high number of citations to his work (>4800 citations and an h-index of 34 according to Google Scholar) and awards including : Open to both Domestic and International students.ĭuring the last 5 years he has puvblished over 150 journal articles in many top tier journals including The Lancet, Jama Oncology. Check out Available Projects for details. I am currently recruiting graduate students. ![]() His research interest also includes developing Data Science, machine learning and deep learning algorithms, models and software tools utilising different types of data, especially medical images, neuroimaging, EEG, ECG, Bioinformatics, and secondary usage of routinely collected data. He led and managed significant research programs in developing machine-learning, deep-learning and translational data science models, and software tools to aid the diagnosis and prediction of disease outcomes, particularly for hard-to-manage complex and chronic diseases. He has applied these techniques to various multi-disciplinary applications such as medical imaging including stroke MRI/fMRI imaging, real-time cancer imaging. His research interests include quantifying and extracting actionable knowledge from data to solve real-world problems and giving humans explainable AI models through feature visualisation and attribution methods. He is an Artificial Intelligence, Computer Vision & Machine learning, Digital Health Data Science, Health Informatics and Bioinformatics researcher developing interpretable and clinical applicable machine learning and deep learning models to increase the performance and transparency of AI-based automated decision-making systems. Dr Moni holds a PhD in Artificial Intelligence & Digital Health Data Science in 2015 from the University of Cambridge, UK followed by postdoctoral training at the University of New South Wales, University of Sydney Vice-chancellor fellowship, and Senior Data Scientist at the University of Oxford. ![]()
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