Muhammad Ilyas

muhammad ilyas

Muhammad Ilyas

Research Student

Date


3 results

Towards the Development of Rapid and Low-Cost Pathogen Detection Systems Using Microfluidic Technology and Optical Image Processing

Journal Article
Kerrouche, A., Lithgow, J., Muhammad, I., & Romdhani, I. (2020)
Towards the Development of Rapid and Low-Cost Pathogen Detection Systems Using Microfluidic Technology and Optical Image Processing. Applied Sciences, 10(7), https://doi.org/10.3390/app10072527
Waterborne pathogens affect all waters globally and proceed to be an ongoing concern. Previous methods for detection of pathogens consist of a high test time and a high sample...

Height Prediction for Growth Hormone Deficiency Treatment Planning Using Deep Learning

Conference Proceeding
Ilyas, M., Ahmad, J., Lawson, A., Khan, J. S., Tahir, A., Adeel, A., …Hussain, A. (2020)
Height Prediction for Growth Hormone Deficiency Treatment Planning Using Deep Learning. In Advances in Brain Inspired Cognitive Systems. , (76-85). https://doi.org/10.1007/978-3-030-39431-8_8
Prospective studies using longitudinal patient data can be used to help to predict responsiveness to Growth Hormone (GH) therapy and assess any suspected risks. In this paper,...

Pathogen detection in bathing waters using microfluidic technology, image processing and deep learning

Presentation / Conference
Kerrouche, A., Muhammad, I., Rueckert, S., & Lawson, A. (2019, June)
Pathogen detection in bathing waters using microfluidic technology, image processing and deep learning. Poster presented at Research Conference, Edinburgh Napier University
Monitoring the quality of recreational waters such as beaches and rivers is becoming a global concern to protect human health (e.g. the EU Bathing Water Directive (BWD) in Eur...

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