Publications

You can also find my articles on my Google Scholar profile.

Journal Articles

Mitigating the impact of image processing variations on tumour [¹⁸F]-FDG-PET radiomic feature robustness

Published in Scientific Reports, 2024

👆 This paper investigates how variations in image processing parameters affect the robustness of [¹⁸F]-FDG PET radiomic features, and demonstrates that applying parameter range conditions and mathematical corrections can improve feature robustness.

Recommended citation: Ramlee, S., Manavaki, R., Aloj, L., & Escudero Sanchez, L. (2024). "Mitigating the impact of image processing variations on tumour [18F]-FDG-PET radiomic feature robustness." Sci Rep. 14(16294).
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Introduction to radiomics for a clinical audience

Published in Clinical Radiology, 2023

👆 This paper is an introductory review of radiomics to clinicians, covering its process, key cancer studies, challenges, wider clinical uses, and future impact on radiology practice.

Recommended citation: McCague, C., Ramlee, S., Reinius, M., Selby, I., Hulse, D., Piyatissa, P., Bura, V., Crispin-Ortuzar, M., Sala, E., & Woitek, R. (2023). "Introduction to radiomics for a clinical audience." Clinical Radiology. 78(2): 83-98.
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Radiomic signatures associated with CD8⁺ tumour-infiltrating lymphocytes: a systematic review and quality assessment study

Published in Cancers, 2022

👆 This paper systematically reviews studies linking radiomic features with CD8+ tumour-infiltrating lymphocytes, and finds limited generalisability of results and overall low study quality in the existing evidence.

Recommended citation: Ramlee, S., Hulse, D., Bernatowicz, K., Pérez-López, R., Sala, E., & Aloj, L. (2022). "Radiomic Signatures Associated with CD8+ Tumour-Infiltrating Lymphocytes: A Systematic Review and Quality Assessment Study." Cancers. 14(15).
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Links between the unfolded protein response and the DNA damage response in hypoxia: a systematic review

Published in Biochemical Society Transactions, 2021

👆 This systematic review identifies and discusses potential molecular links between the DNA damage response (DDR) and unfolded protein response (UPR) under radiobiological hypoxia, and highlights targets for enhancing radiotherapy efficacy.

Recommended citation: Bolland, H., Ma, T. S., Ramlee, S., Ramadan, K., & Hammond, E. M. (2021). "Links between the unfolded protein response and the DNA damage response in hypoxia: a systematic review." Biochemical Society Transactions. 49(3), 1251–1263.
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Aiman Syafiq