Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 9 Industry, Innovation, and Infrastructure -
SDG 14 Life Below Water
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Collaborations and top research areas from the last five years
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An interpretable machine learning framework for adverse drug reaction prediction from drug-target interactions
Roberts-Nuttall, J., Jones, A. M., Castellani, M. & Pham, D., 30 Jan 2026, In: PLOS ONE. 21, 1, 20 p., e0340900.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
A semi-automated modelling pipeline to predict the mechanics of multiple sclerosis lesion afflicted brains from magnetic resonance images
Szekely-Kohn, A. C., Cruz De Oliveira, D., Castellani, M., Douglas, M., Ahmed, Z. & Espino, D. M., Mar 2026, In: Computers in Biology and Medicine. 204, 20 p., 111519.Research output: Contribution to journal › Article › peer-review
Open AccessFile25 Downloads (Pure) -
Reliability of a convolutional neural network in segmenting multiple sclerosis lesions from MRI: Impact of data augmentation, image modality and tolerance with U-Net architecture
Szekely-Kohn, A. C., Castellani, M., Baronti, L., Ahmed, Z., Manifold, W. G. K., Douglas, M. & Espino, D. M., 1 Apr 2026, In: PLOS digital health. 5, 4, 25 p., e0001316.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Downloads (Pure) -
Intelligent Optimisation with the Bees Algorithm: Concepts and Applications
Pham, D. T., Castellani, M. & Baronti, L., 1 Aug 2025, 1 ed. Springer, Cham. 277 p. (Springer Series in Advanced Manufacturing; vol. Part F759)Research output: Book/Report › Book
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Machine learning for refining interpretation of magnetic resonance imaging scans in the management of multiple sclerosis: a narrative review
Szekely-Kohn, A. C., Castellani, M., Espino, D. M., Baronti, L., Ahmed, Z., Manifold, W. G. K. & Douglas, M., 22 Jan 2025, In: Royal Society Open Science. 12, 1, 40 p., 241052.Research output: Contribution to journal › Review article › peer-review
Open AccessFile146 Downloads (Pure)
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Robotic skill transfer and augmentation for contact-rich tasks in manufacturing (STAMAN)
Pham, D. (Co-Investigator), Castellani, M. (Co-Investigator) & Wang, Y. W. (Principal Investigator)
Engineering & Physical Science Research Council
1/11/24 → 31/10/27
Project: Research Councils
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ERDF_Smart Factory Hub (SmartFub)
Dong, H. (Researcher), Essa, K. (Researcher), Attallah, M. (Researcher), Anthony, C. (Researcher), Saadat, M. (Researcher), Cai, B. (Researcher), Pham, D. (Researcher), Kong, M. C. (Researcher), Dimov, S. (Principal Investigator), Castellani, M. (Researcher), Hood, R. (Researcher), Shepherd, D. (Researcher), Soo, L. (Researcher), Gao, N. (Researcher), Espino, D. (Researcher), Dearn, K. (Researcher), Herreros, M. (Researcher), Thomas-Seale, L. (Researcher), Hemida, H. (Researcher), Al-Dadah, R. (Researcher), Tsolakis, A. (Researcher), Jangi, M. (Researcher), Cummins, G. (Researcher), Wang, Y. W. (Researcher), Zeraati Rezaei, S. (Researcher) & Hajiyavand, A. (Researcher)
DEPT FOR COMMUNITIES & LOCAL GOVERNMENT, Lasea Sa, Yamazaki Mazak Uk Ltd, The Manufacturing Technology Centre Ltd, HMK Technical Services Ltd, KEYENCE (UK) Ltd, Laser Lines, Rolls Royce
1/10/18 → 30/06/23
Project: Other Government Departments
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Robotic disassembly technology as a key enabler of autonomous remanufacturing
Castellani, M. (Co-Investigator), Essa, K. (Co-Investigator), Saadat, M. (Co-Investigator) & Pham, D. (Principal Investigator)
Engineering & Physical Science Research Council
1/05/16 → 31/10/21
Project: Research