A field-portable technology for illicit drug discrimination via deep learning of hybridized reflectance/fluorescence spectroscopic fingerprints

Christopher Pudney; Ian Blagbrough; Richard W. Bowman; Stephen Husbands; Alexander Power; Oliver Sutcliffe; Gyles Cozier; Rachael Andrews; Niamh Nic Daéid; Matthew Gardner; Trevor Shine; Peter Sunderland; Herve  Menard; Tom S. F. Haines; Anca Frinculescu; Jennifer Scott; Caitlyn Norman; Tom Freeman; Ranjeet Kumar; Gillian Taylor

A field-portable technology for illicit drug discrimination via deep learning of hybridized reflectance/fluorescence spectroscopic fingerprints

Christopher Pudney, Ian Blagbrough, Richard W. Bowman, Stephen Husbands, Alexander Power, Oliver Sutcliffe, Gyles Cozier, Rachael Andrews, Niamh Nic Daéid, Matthew Gardner, Trevor Shine, Peter Sunderland, Herve Menard, Tom S. F. Haines, Anca Frinculescu, Jennifer Scott, Caitlyn Norman, Tom Freeman, Ranjeet Kumar, Gillian Taylor

Research output: Contribution to journal › Article › peer-review

Original language	English
Journal	Analytical Chemistry
Publication status	Acceptance date - 17 Mar 2025

Funding

Engineering and Physical Sciences Research Council - EP/L016354/1, EP/V026917/1; Scottish Prison Service; Leverhulme Trust - RC-2015-011

Funders	Funder number
Engineering and Physical Sciences Research Council

Cite this

Pudney, C., Blagbrough, I., Bowman, R. W., Husbands, S., Power, A., Sutcliffe, O., Cozier, G., Andrews, R., Nic Daéid, N., Gardner, M., Shine, T., Sunderland, P., Menard, H., Haines, T. S. F., Frinculescu, A., Scott, J., Norman, C., Freeman, T., Kumar, R., & Taylor, G. (Accepted/In press). A field-portable technology for illicit drug discrimination via deep learning of hybridized reflectance/fluorescence spectroscopic fingerprints. Analytical Chemistry.

Pudney, C, Blagbrough, I, Bowman, RW, Husbands, S , Power, A, Sutcliffe, O, Cozier, G, Andrews, R, Nic Daéid, N, Gardner, M, Shine, T, Sunderland, P, Menard, H, Haines, TSF, Frinculescu, A, Scott, J, Norman, C, Freeman, T, Kumar, R & Taylor, G 2025, 'A field-portable technology for illicit drug discrimination via deep learning of hybridized reflectance/fluorescence spectroscopic fingerprints', Analytical Chemistry.

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title = "A field-portable technology for illicit drug discrimination via deep learning of hybridized reflectance/fluorescence spectroscopic fingerprints",

author = "Christopher Pudney and Ian Blagbrough and Bowman, {Richard W.} and Stephen Husbands and Alexander Power and Oliver Sutcliffe and Gyles Cozier and Rachael Andrews and Niamh Nic Da{\'e}id and Matthew Gardner and Trevor Shine and Peter Sunderland and Herve Menard and Haines, {Tom S. F.} and Anca Frinculescu and Jennifer Scott and Caitlyn Norman and Tom Freeman and Ranjeet Kumar and Gillian Taylor",

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day = "17",

language = "English",

journal = "Analytical Chemistry",

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T1 - A field-portable technology for illicit drug discrimination via deep learning of hybridized reflectance/fluorescence spectroscopic fingerprints

AU - Pudney, Christopher

AU - Blagbrough, Ian

AU - Bowman, Richard W.

AU - Husbands, Stephen

AU - Power, Alexander

AU - Sutcliffe, Oliver

AU - Cozier, Gyles

AU - Andrews, Rachael

AU - Nic Daéid, Niamh

AU - Gardner, Matthew

AU - Shine, Trevor

AU - Sunderland, Peter

AU - Menard, Herve

AU - Haines, Tom S. F.

AU - Frinculescu, Anca

AU - Scott, Jennifer

AU - Norman, Caitlyn

AU - Freeman, Tom

AU - Kumar, Ranjeet

AU - Taylor, Gillian

PY - 2025/3/17

Y1 - 2025/3/17

M3 - Article

SN - 0003-2700

JO - Analytical Chemistry

JF - Analytical Chemistry

ER -