Welcome to Durham Research Online (DRO)

MRL-Seg: Overcoming Imbalance in Medical Image Segmentation With Multi-Step Reinforcement Learning (2023)
Journal Article
Yang, F., Li, X., Duan, H., Xu, F., Huang, Y., Zhang, X., …Zheng, Y. (2024). MRL-Seg: Overcoming Imbalance in Medical Image Segmentation With Multi-Step Reinforcement Learning. IEEE Journal of Biomedical and Health Informatics, 28(2), 858-869. https://doi.org/10.1109/jbhi.2023.3336726

Medical image segmentation is a critical task for clinical diagnosis and research. However, dealing with highly imbalanced data remains a significant challenge in this domain, where the region of interest (ROI) may exhibit substantial variations acro... Read More about MRL-Seg: Overcoming Imbalance in Medical Image Segmentation With Multi-Step Reinforcement Learning.

Comparison of photodamage in non-pigmented and pigmented human skin equivalents exposed to repeated ultraviolet radiation to investigate the role of melanocytes in skin photoprotection (2024)
Journal Article
De Los Santos Gomez, P., Costello, L., Goncalves, K., & Przyborski, S. (2024). Comparison of photodamage in non-pigmented and pigmented human skin equivalents exposed to repeated ultraviolet radiation to investigate the role of melanocytes in skin photoprotection. Frontiers in Medicine, 11, Article 1355799. https://doi.org/10.3389/fmed.2024.1355799

Introduction: Daily solar ultraviolet (UV) radiation has an important impact on skin health. Understanding the initial events of the UV-induced response is critical to prevent deleterious conditions. However, studies in human volunteers have ethical,... Read More about Comparison of photodamage in non-pigmented and pigmented human skin equivalents exposed to repeated ultraviolet radiation to investigate the role of melanocytes in skin photoprotection.

Variations of sedimentary environment under cyclical aridification and impacts on eodiagenesis of tight sandstones from the late Middle Jurassic Shaximiao Formation in Central Sichuan Basin (2024)
Journal Article
Tan, X., Jiang, W., Luo, L., Gluyas, J., Song, L., Liu, J., …Chen, L. (2024). Variations of sedimentary environment under cyclical aridification and impacts on eodiagenesis of tight sandstones from the late Middle Jurassic Shaximiao Formation in Central Sichuan Basin. Marine and Petroleum Geology, 161, Article 106699. https://doi.org/10.1016/j.marpetgeo.2024.106699

Understanding eodiagenesis is essential to decoding the diagenetic pathways of tight sandstones that act as excellent unconventional oil & gas reservoirs. Great paleoclimate change is capable of influencing eodiagenetic processes of tight sandstones... Read More about Variations of sedimentary environment under cyclical aridification and impacts on eodiagenesis of tight sandstones from the late Middle Jurassic Shaximiao Formation in Central Sichuan Basin.

When birth and death collide: Maternal infanticide and the illusive born alive rule (2024)
Book Chapter
Milne, E. (in press). When birth and death collide: Maternal infanticide and the illusive born alive rule. In Routledge Handbook of Law and Death. Routledge

The long Reformation: conceptualisation and periodisation in English religious history between the 16th and 18th centuries (2024)
Journal Article
Taylor, S. (in press). The long Reformation: conceptualisation and periodisation in English religious history between the 16th and 18th centuries. The East Asian Journal of British History,