Search Results - "Conn, Justin J."

Augmentation of FTIR spectral datasets using Wasserstein generative adversarial networks for cancer liquid biopsies by McHardy, Rose G, Antoniou, Georgios, Conn, Justin J A, Baker, Matthew J, Palmer, David S

“…Over recent years, deep learning (DL) has become more widely used within the field of cancer diagnostics. However, DL often requires large training datasets to…”
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A spectroscopic liquid biopsy for the earlier detection of multiple cancer types by Cameron, James M., Sala, Alexandra, Antoniou, Georgios, Brennan, Paul M., Butler, Holly J., Conn, Justin J. A., Connal, Siobhan, Curran, Tom, Hegarty, Mark G., McHardy, Rose G., Orringer, Daniel, Palmer, David S., Smith, Benjamin R., Baker, Matthew J.

“…Background A rapid, low-cost blood test that can be applied to reliably detect multiple different cancer types would be transformational. Methods In this…”
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Recurrent neural networks for time domain modelling of FTIR spectra: application to brain tumour detection by Antoniou, Georgios, Conn, Justin J A, Smith, Benjamin R, Brennan, Paul M, Baker, Matthew J, Palmer, David S

“…Attenuated total reflectance (ATR)-Fourier transform infrared (FTIR) spectroscopy alongside machine learning (ML) techniques is an emerging approach for the…”
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Blinded Predictions and Post Hoc Analysis of the Second Solubility Challenge Data: Exploring Training Data and Feature Set Selection for Machine and Deep Learning Models by Conn, Jonathan G. M., Carter, James W., Conn, Justin J. A., Subramanian, Vigneshwari, Baxter, Andrew, Engkvist, Ola, Llinas, Antonio, Ratkova, Ekaterina L., Pickett, Stephen D., McDonagh, James L., Palmer, David S.

“…Accurate methods to predict solubility from molecular structure are highly sought after in the chemical sciences. To assess the state of the art, the American…”
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Liquid Biopsy for Pancreatic Cancer Detection Using Infrared Spectroscopy by Sala, Alexandra, Cameron, James M, Jenkins, Cerys A, Barr, Hugh, Christie, Loren, Conn, Justin J A, Evans, Thomas R Jeffry, Harris, Dean A, Palmer, David S, Rinaldi, Christopher, Theakstone, Ashton G, Baker, Matthew J

“…Pancreatic cancer claims over 460,000 victims per year. The carbohydrate antigen (CA) 19-9 test is the blood test used for pancreatic cancer's detection;…”
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Interrogation of IDH1 Status in Gliomas by Fourier Transform Infrared Spectroscopy by Cameron, James M, Conn, Justin J A, Rinaldi, Christopher, Sala, Alexandra, Brennan, Paul M, Jenkinson, Michael D, Caldwell, Helen, Cinque, Gianfelice, Syed, Khaja, Butler, Holly J, Hegarty, Mark G, Palmer, David S, Baker, Matthew J

“…Mutations in the isocitrate dehydrogenase 1 ( ) gene are found in a high proportion of diffuse gliomas. The presence of the mutation is a valuable diagnostic,…”
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Clinical validation of a spectroscopic liquid biopsy for earlier detection of brain cancer by Cameron, James M, Brennan, Paul M, Antoniou, Georgios, Butler, Holly J, Christie, Loren, Conn, Justin J A, Curran, Tom, Gray, Ewan, Hegarty, Mark G, Jenkinson, Michael D, Orringer, Daniel, Palmer, David S, Sala, Alexandra, Smith, Benjamin R, Baker, Matthew J

“…Abstract Background Diagnostic delays impact the quality of life and survival of patients with brain tumors. Earlier and expeditious diagnoses in these…”
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Abstract 5920: Multi-cancer early detection with a spectroscopic liquid biopsy platform by Cameron, James M., Sala, Alexandra, Antoniou, Georgios, Brennan, Paul M., Conn, Justin J. A., Connal, Siobhan, Palmer, David S., Smith, Benjamin R., Baker, Matthew J.

“…Abstract The development of a robust multi-cancer early detection (MCED) test would be transformational within the cancer diagnostics field, as earlier…”
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Abstract 6506: Early colorectal cancer detection with a spectroscopic liquid biopsy by Cameron, James M., Antoniou, Georgios, Brennan, Paul M., Conn, Justin J., King, Sharon, McHardy, Rose G., Moug, Susan, Nobes, Jennifer, Palmer, David S., Sala, Alexandra, Smith, Benjamin R., Strachan, Judith, Mowat, Craig, Baker, Matthew J.

“…Abstract Background: Early detection of cancer is vital to improve patient survival, since earlier diagnosis and treatment maximizes the opportunity to combat…”
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Abstract 5921: Machine learning based detection of pancreatic tumors using the Dxcover® cancer platform by Sala, Alexandra, Cameron, James M., Jenkins, Cerys A., Barr, Hugh, Christie, Loren, Conn, Justin J., Evans, Thomas (Jeff) R., Harris, Dean A., Palmer, David S., Rinaldi, Christopher, Theakstone, Ashton G., Baker, Matthew J.

“…Abstract Pancreatic cancer is the 7th most deadly cancer worldwide with over 460,000 victims per year. In the current diagnostic pathway, carbohydrate antigen…”
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Stability and dynamics of anti-surfactant solutions by Conn, Justin J. A

“…We formulate a fluid-dynamical model describing the behaviour of solutions consisting of a fluid solvent and a dissolved solute, and whose surface tension…”
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