Ms. Dhurka Shanthakumar Profile

Dhurka Shanthakumar

at Imperial College London

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Publications (2)

Proceedings Article | 19 June 2024 Poster

Machine learning-based diagnostics of colon tumours by multi-separation diffuse reflectance spectroscopy

Vadzim Chalau, Yufeng Shi, Ioannis Gkouzionis, Lauren Ford, Dhurka Shanthakumar, Maria Leiloglou, James Kinross, Daniel Elson

Proceedings Volume PC13009, PC130090N (2024) https://doi.org/10.1117/12.3022189

KEYWORDS: Diagnostics, Machine learning, Diffuse reflectance spectroscopy, Colon, Tissues, Histopathology, Feature extraction, Algorithm development, Windows, Support vector machines

Proceedings Article | 19 June 2024 Presentation

Machine learning in combined multi-separation diffuse reflectance and intrinsic fluorescence spectroscopy diagnostics of breast tumours

Vadzim Chalau, Dhurka Shanthakumar, Ioannis Gkouzionis, Yufeng Shi, Maria Leiloglou, Anna Silvanto, Daniel Leff, Daniel Elson

Proceedings Volume PC13009, PC130090J (2024) https://doi.org/10.1117/12.3022183

KEYWORDS: Diagnostics, Machine learning, Diffuse reflectance spectroscopy, Tissues, Fluorescence spectroscopy, Breast, Surgery, Feature extraction, Biological samples, Reflection

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