Dr Shamsul Masum
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.
Research outputs
2025
Head‐down tilt lithotomy position and well‐leg compartment syndrome: an international survey of current practice
Uzoma, C. C., Shepherd, A. I., Saynor, Z. L., Khan, J. S., Piozzi, G. N., Duhoky, R., Askew, C., Ozmen, M. M., Middleton, T. R. F., Masum, S., Perissiou, M.
7 Jun 2025, In: Colorectal Disease. 27, 6, 9p., e70134
Research output: Article
Ten years of robot-assisted versus laparoscopic total mesorectal excision for rectal cancer (short-term RESOLUTION)
Duhoky, R., Geitenbeek, R., Piozzi, G., Masum, S. K., Hopgood, A. A., Briggs, J., Consten, E., Khan, J.
23 Mar 2025, In: JNCI: Journal of the National Cancer Institute
Research output: Article
Analysis of local recurrence after robotic-assisted total mesorectal excision (ALRITE): an international, multicentre retrospective cohort
Geitenbeek, R., Duhoky, R., Piozzi, G., Masum, S. K., Hopgood, A. A., Briggs, J., Khan, J., Consten, E.
15 Mar 2025, In: Cancers. 17, 6, 17p., 992
Research output: Article
2024
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, 22p.
Research output: Article
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,
Research output: Conference contribution
Prediction of hypotension during haemodialysis through data analytics and machine learning
Masum, S. K., Hopgood, A. A., Lewis, R., Sangala, N.
14 Sep 2024, In: Journal of Kidney Care
Research output: Article
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, 18p., 110706
Research output: Article
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, 8p., e404
Research output: Article
2023
Hybrid machine learning model for a next-generation ecofriendly travelling and guides to reduce carbon emissions
Hossain, E., Rahman, W., Ekram, A. B., Abedin, R., Roni, N. A., Haque, E., Asaduzzaman, S. M., Shazzad Hossain, M., Siddiqui, S. S. N. U., Masum, S. K.
3 Mar 2023,
Research output: Conference contribution
2022
Analysing and identifying COVID-19 risk factors using machine learning algorithm with smartphone application
Siddiqui, S., Hossain, E., Asaduzzaman, S. M., Al Jannat, S., Niloy, T. s., Rahman, W., Masum, S., Hopgood, A., Good, A., Gegov, A.
2 Aug 2022,
Research output: Conference contribution