Research outputs per year
Research outputs per year
Personal profile
Summary
Data analysis and the development of prediction models using machine learning techniques are my research's prime interests. In my PhD thesis, I analysed the patient's physiological times series data in developing a critical event prediction model using machine learning techniques. My passion lies in teaching electronics, programming and developing models using Artificial Intelligence to solve real-life problems. My future research plans are to continue to research in the border area of data science and machine learning applications.
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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Collaborations and top research areas from the last five years
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Adaptive CNN method for prostate MR image segmentation using ensemble learning
Jacobson, L. E. O., Masum, S. K., Bader-El-Den, M., Hopgood, A. A., Tamma, V., Prendergast, D. & Osborn, P., 29 Nov 2024, Artificial Intelligence XLI: 44th SGAI International Conference on Artificial Intelligence, AI 2024, Cambridge, UK, December 17–19, 2024, Proceedings, Part II. Bramer, M. & Stahl, F. (eds.). Springer Nature, p. 3-17 15 p. (Lecture Notes in Computer Science; vol. 15447).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Adaptive Hierarchical Multi-Headed Convolutional Neural Network with modified Convolutional Block Attention for aerial forest fire detection
Najmul Mowla, M., Asadi, D., Masum, S. K. & Rabie, K., 30 Dec 2024, In: IEEE Access. 13, p. 3412-3433 22 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Long-term outcomes of robotic versus laparoscopic total mesorectal excisions: a propensity-score matched cohort study of 5-year survival outcomes
Duhoky, R., Rutgers, M., Burghgraef, T., Stefan, S., Masum, S. K., Piozzi, G. N., Sagias, F. & Khan, J., 1 Jun 2024, In: Annals of Surgery Open. 5, 2, 8 p., e404.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Prediction of hypotension during haemodialysis through data analytics and machine learning
Masum, S. K., Hopgood, A. A., Lewis, R. & Sangala, N., 14 Sept 2024, (Early online) In: Journal of Kidney Care.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
UAVs-FFDB: a high-resolution dataset for advancing forest fire detection and monitoring using Unmanned Aerial Vehicles (UAVs)
Masum, S. K., Najmul Mowla, M., Asadi, D., Tekeoglu, K. N. & Rabie, K., 1 Aug 2024, In: Data In Brief. 55, 18 p., 110706.Research output: Contribution to journal › Article › peer-review
Open AccessFile
Thesis
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Forecasting from physiological time series through supervised learning
Masum, S. (Author), Chiverton, J. P. (Supervisor) & Vuksanovic, B. (Supervisor), Aug 2019Student thesis: Doctoral Thesis
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PEPQs: Predicting essential proxies for quality of surgical care
Masum, S. (PI), Sanders, D. (Team Member), Hopgood, A. (Team Member), Khan, J. (Team Member) & Duhoky, R. (Team Member)
1/09/21 → 31/10/26
Project: Research
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Time Series Forecasting of Physiological Signals
Chiverton, J. (PI), Masum, S. (Team Member), Liu, Y. (CoI), Vuksanovic, B. (CoI) & Parker, M. (CoI)
17/05/16 → …
Project: Research
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Identifying trends in patients with chronic kidney disease (CKD) using routinely collected data
Masum, S. (PI), Jacobson, L. (Team Member), Sangala, N. (CoI) & Hopgood, A. (CoI)
3/07/23 → 31/07/23
Project: Research
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AI to investigate colon and rectal cancer
Masum, S. (PI), Sanders, D. (Team Member), Hopgood, A. (Team Member) & Khan, J. (Team Member)
1/06/22 → 28/02/25
Project: Research
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Prediction of Hypotension During Haemodialysis
Hopgood, A. (PI), Masum, S. (CoI), Sangala, N. (Team Member) & Lewis, R. J. (Team Member)
1/03/20 → 30/07/21
Project: Research
Activities
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EAI International Conference on Wireless Internet
Masum, S. (Chair)
8 Sept 2025 → 10 Sept 2025Activity: Participating in or organising an event types › Participation in conference
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Techniques in Coloproctology (Journal)
Masum, S. (Guest editor)
20 Dec 2023Activity: Publication peer-review and editorial work types › Publication peer-review
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41st Congress of the European Society of Surgical Oncology
Masum, S. (Presented paper)
19 Oct 2022 → 21 Oct 2022Activity: Participating in or organising an event types › Participation in conference
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AI in Orthopaedics
Rushbrook, J. (Presented poster), Siddiqui, S. (Presented poster), Pattison, C. (Presented paper), Atkinson, X. G. (Presented paper), Masum, S. (Presented paper), Lundgren, A. (Presented paper), Sauvé, P. (Presented paper), Gandhe, A. (Presented paper) & Hopgood, A. (Presented paper)
27 Sept 2022Activity: Participating in or organising an event types › Participation in conference
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World Congress of Nephrology 2022
Masum, S. (Presented paper)
24 Feb 2022 → 27 Feb 2022Activity: Participating in or organising an event types › Participation in conference
Prizes
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Managing the Information Resource
Masum, S. (Recipient), Jun 2011
Prize: National/international honour
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Press/Media
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Prediction of hypotension during haemodialysis through data analytics and machine learning
Masum, S., Hopgood, A., Sangala, N. & Lewis, R.
26/09/24
1 item of Media coverage
Press/Media: Expert comment
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New Algorithm will Improve Bowel-Cancer Patient Care
30/03/22 → 6/04/22
6 items of Media coverage
Press/Media: Expert comment