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 3 Good Health and Well-being
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Collaborations and top research areas from the last five years
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An interpretable CNN-based model for mass classification in mammography
Li, G., Zhou, M., Fu, Y., Alam, N., Denton, E. R. E. & Zwiggelaar, R., 12 May 2025, In: Knowledge-Based Systems. 316, 13 p., 113372.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Citations (Scopus)46 Downloads (Pure) -
Three-dimensional modeling of microcalcification clusters using breast tomosynthesis: A preliminary study
Alam, N., Bakic, P. R. & Zwiggelaar, R., 22 May 2020, 15th International Workshop on Breast Imaging, IWBI 2020. Bosmans, H., Marshall, N. & Van Ongeval, C. (eds.). SPIE, 115130A. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11513).Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (ISBN)
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Classification of microcalcification clusters in digital mammograms using a stack generalization based classifier
Alam, N., Denton, E. R. E. & Zwiggelaar, R., 12 Sept 2019, In: Journal of Imaging. 5, 9, 76.Research output: Contribution to journal › Article › peer-review
Open AccessFile15 Citations (Scopus)548 Downloads (Pure) -
Automatic classification of clustered microcalcifications in digitized mammogram using ensemble learning
Alam, N. & Zwiggelaar, R., 06 Jul 2018, 14th International Workshop on Breast Imaging (IWBI 2018). Krupinski, E. A. (ed.). SPIE, p. 307-314 8 p. 1071816. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10718).Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (ISBN)
4 Citations (Scopus) -
Automatic Segmentation of Microcalcification Clusters
Alam, N., Oliver, A., Denton, E. R. E. & Zwiggelaar, R., 21 Aug 2018, Proceedings 22nd Conference, Medical Image Understanding and Analysis 2018. Nixon, M., Mahmoodi, S. & Zwiggelaar, R. (eds.). Springer Nature, p. 251-261 11 p. (Communications in Computer and Information Science; vol. 894).Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (ISBN)
21 Citations (Scopus) -
Evaluation of graph topological features in digitized mammogram for microcalcification cluster classification
Alam, N. & Zwiggelaar, R., 10 Dec 2018, Proceedings of the Digital Image Computing : Technqiues and Applications (DICTA). IEEE Press, p. 691-698 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (ISBN)
2 Citations (Scopus)
Thesis
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Classification of Mammographic Microcalcification Clusters
Alam, N. (Author), Zwiggelaar, R. (Supervisor) & Tiddeman, B. (Supervisor), 2023Student thesis: Doctoral Thesis › Doctor of Philosophy
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