| 2025 | DeSE | Qualitative and Quantitative Determination of Drugs in Synthetic Oral Fluid Using Surface Enhanced Raman Spectroscopy and Machine Learning Algorithms. | Sulaf Assi, Rory Darling, Megan Wilson, Jason Birkett, Molly Thompson, Duncan Carmichael, Ismail Abbas, Jan Lunn, Dhiya Al-Jumeily Obe |
| 2025 | DeSE | Onspot Identification of Street Drugs using Portable Fourier Transform Infrared Spectroscopy. | Sulaf Assi, Catarina Moreira Neves, Jason Birkett, Thomas Coombs, Nikky Jones, Dhiya Al-Jumeily Obe |
| 2025 | DeSE | Prediction of Cocaine Content Using Handheld Near-Infrared and Raman Spectroscopy and Partial Least Square Regression. | Sulaf Assi, Lily Parsons, Jason Birkett, Thomas Coombs, Megan Wilson, Leung Tang, Ana Blanco, Sam Walker, Dhiya Al-Jumeily Obe |
| 2025 | DeSE | Detection of Drugs in Artificial Saliva Using Infrared and Raman Spectroscopy. | Megan Wilson, Chloe Donlan, Jason Birkett, Ismail Abbas, Dhiya Al-Jumeily Obe, Sulaf Assi |
| 2025 | DeSE | Detection of Cardiovascular Diseases and Diabetes Mellitus in Fingernails Using Scanning Electron Microscopy and Machine Learning. | Megan Wilson, Dhiya Al-Jumeily Obe, Jason Birkett, Iftikhar Khan, Ismail Abbas, Sulaf Assi |
| 2024 | DeSE | Evaluating Handheld Spectroscopic Techniques and Machine Learning Algorithms. | Jade Bradbury, Thomas Coombs, Dhiya Al-Jumeily Obe, Jason Birkett, Sulaf Assi |
| 2024 | DeSE | Comparing surface-enhanced Raman spectroscopy and Raman microscopy with machine learning for the authentication of Covid-19 vaccines. | Megan Watson, Dhiya Al-Jumeily Obe, Jason Birkett, Iftikhar Khan, Matthew Harper, Sulaf Assi |
| 2024 | DeSE | Using Near-Infrared Spectroscopy and Machine Learning Algorithms for the Detection of Cardiovascular Diseases and Diabetes Mellitus in Fingernails. | Megan Wilson, Dhiya Al-Jumeily Obe, Ismail Abbas, Iftikhar Khan, Jason Birkett, Matthew Harper, Sulaf Assi |
| 2023 | DeSE | Exploring the authentication of COVID-19 vaccines using Surface-enhanced handheld Raman spectroscopy (SERS) equipped with orbital Raster scattering and machine learning. | Megan Watson, Dhiya Al-Jumeily, Jason Birkett, Iftikhar Khan, Sulaf Assi |
| 2023 | DeSE | Palm-sized Near-Infrared Spectroscopy and Machine Learning Analytics for the Detection of Endogenous Constituents and Drugs in Human Fingernails. | Megan Wilson, Dhiya Al-Jumeily Obe, Ismail Abbas, Iftikhar Khan, Jason Birkett, Leung Tang, Sulaf Assi |
| 2023 | DeSE | Identification of Diagnostic Biomarkers for Cardiovascular Diseases and Diabetes Mellitus Through Raman Spectroscopy and Machine Learning Algorithms. | Megan Wilson, Dhiya Al-Jumeily Obe, Ismail Abbas, Iftikhar Khan, Jason Birkett, Leung Tang, Sulaf Assi |