Activities

Teaching activities

• • • 2023:Present – Computational Modelling of Biomedical Systems (MSc - UCL)

    • 2016:2021 – Image Analysis (BEng and MSc - Heriot-Watt University)

    • 2019:2021 – Digital Signal Processing (BEng and MSc - Heriot-Watt University)

    • 2018:2019 – Applied Mathematics (MSc - Helwan University)

    • 2018:2019 – Measurements and Measuring Instruments (BEng - Helwan University)

    • 2018:2019 – Digital Signal Processing (BEng - Helwan University)

    • 2016:2019 – Advanced Image Analysis (MSc - Heriot-Watt University)

    • 2012:2013 – Medical Imaging Systems; Instrumentation and Physics (BEng - Helwan University)

Selected talks

• May 2024 – Bayesian Magnetic Resonance Image Reconstruction and Uncertainty Quantification - ISMRM & ISMRT, Singapore

• July 2023 – Image Quality Transfer using Deep Dictionary Learning - University of Exeter, UK

• May 2022 – Bayesian Bacterial Detection using Irregularly Sampled Optical Endomicroscopy Images - Centre for Medical Image Computing, University College London

• Apr. 2019 – Patch-Based Sparse Representation for Bacterial Detection - The International Symposium on Biomedical Imaging (ISBI), Viniece, Italy

• Jul. 2018 – Deconvolution of irregularly subsampled images - statistical signal processing conference, Frieburg, Germany

• Jun. 2017– Invited talk on A Bayesian Approach For Endomicroscopic Detection of Fluorescently Labelled Bacteria - at EPSRC-IRC: Future of Healthcare Technology Conference, University of Bath, UK

• Aug. 2015 – The bag of words approach for classification of head and nick cancers using diffuse reflectance spectroscopy - MICCAI - Workshop on spectral image analysis, Munich, Germany

Selected attended workshops, lectures and courses

• July 2022, 2023 – Project lead in Summer School on Medical Image Computing - Centre for Medical Image Computing, Department of Computer Science, University College, UK

• May 2022 – International Society for Magnetic Resonance in Medicine Annual Meeting & Exhibition - Online

• Nov. 2019 – UDRC Themed workshop on Deep Learning and Machine Learning - Queen’s University Belfast, UK

• Apr. 2018 – Uncertainty Quantification and Computational Imaging - International centre for mathematical sciences, University of Edinburgh, UK

• Apr. 2018 – EPSRC-IRC workshop on Healthcare Technologies, University of Edinburgh, UK

• Sept. 2017 – Inverse Problem, from theory to Applications - Institute of Mathematics, University of Cambridge, UK

• Jan. 2016-May 2016 – Learning enhancement and development skills programme - Heriot-Watt University, UK

• Mar. 2016 – High-dimensional Statistics, Inverse Problems and Convex Analysis - Royal Statistical Society, London, UK

Memberships

• Apr. 2016 – Associate Fellowship of the Higher Education Academy (AFHEA)

• Jan. 2019 – Member at the Institute of Electrical and Electronics Engineers (IEEE)

• Jan. 2019 – Member at the IEEE Signal Processing Society (IEEE-SPS)