Evaluation of diffuse reflectance spectroscopy for predicting age, species, and cuticular resistance of Anopheles gambiae s.l under laboratory conditions by Mauro Pazmiño-Betancourth, Victor Ochoa-Gutiérrez, Heather M. Ferguson, Mario González-Jiménez, Klaas Wynne, Francesco Baldini, David Childs

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Observation of coherent delocalized phonon-like modes in DNA under physiological conditions by Mario González-Jiménez, Gopakumar Ramakrishnan, Thomas Harwood, Adrian J. Lapthorn, Sharon M. Kelly, Elizabeth M. Ellis, Klaas Wynne

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Kinetic study on the reaction of sodium nitrite with neurotransmitters secreted in the stomach by Mario González-Jiménez, M. Pilar García-Santos, Blanca Bermejo Tesón, Ángel L. Fuentes de Arriba, Jorge Arenas Valgañón, Emilio Calle, Julio Casado

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Using transfer learning and dimensionality reduction techniques to improve generalisability of machine-learning predictions of mosquito ages from mid-infrared spectra by Emmanuel P. Mwanga, Doreen J. Siria, Joshua Mitton, Issa H. Mshani, Mario González-Jiménez, Prashanth Selvaraj, Klaas Wynne, Francesco Baldini, Fredros O. Okumu, Simon A. Babayan

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Rapid classification of epidemiologically relevant age categories of the malaria vector, Anopheles funestus by Emmanuel P. Mwanga, Doreen J. Siria, Issa H. Mshani, Sophia H. Mwinyi, Said Abbasi, Mario Gonzalez Jimenez, Klaas Wynne, Francesco Baldini, Simon A. Babayan, Fredros O. Okumu

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Using mid-infrared spectroscopy and supervised machine-learning to identify vertebrate blood meals in the malaria vector, Anopheles arabiensis by Emmanuel P. Mwanga, Salum A. Mapua, Doreen J. Siria, Halfan S. Ngowo, Francis Nangacha, Joseph Mgando, Francesco Baldini, Mario González Jiménez, Heather M. Ferguson, Klaas Wynne, Prashanth Selvaraj, Simon A. Babayan, Fredros O. Okumu

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Key considerations, target product profiles, and research gaps in the application of infrared spectroscopy and artificial intelligence for malaria surveillance and diagnosis by Issa H. Mshani, Doreen J. Siria, Emmanuel P. Mwanga, Bazoumana BD. Sow, Roger Sanou, Mercy Opiyo, Maggy T. Sikulu-Lord, Heather M. Ferguson, Abdoulaye Diabate, Klaas Wynne, Mario González-Jiménez, Francesco Baldini, Simon A. Babayan, Fredros Okumu

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Reagent-free detection of Plasmodium falciparum malaria infections in field-collected mosquitoes using mid-infrared spectroscopy and machine learning by Emmanuel P. Mwanga, Prisca A. Kweyamba, Doreen J. Siria, Issa H. Mshani, Idrisa S. Mchola, Faraja E. Makala, Godian Seleman, Said Abbasi, Sophia H. Mwinyi, Mario González-Jiménez, Klaas Waynne, Francesco Baldini, Simon A. Babayan, Fredros O. Okumu

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Prediction of mosquito species and population age structure using mid-infrared spectroscopy and supervised machine learning [version 3; peer review: 2 approved] by Mario González Jiménez, Simon A. Babayan, Pegah Khazaeli, Margaret Doyle, Finlay Walton, Elliott Reedy, Thomas Glew, Mafalda Viana, Lisa Ranford-Cartwright, Abdoulaye Niang, Doreen J. Siria, Fredros O. Okumu, Abdoulaye Diabaté, Heather M. Ferguson, Francesco Baldini, Klaas Wynne

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Screening of malaria infections in human blood samples with varying parasite densities and anaemic conditions using AI-Powered mid-infrared spectroscopy by Issa H. Mshani, Frank M. Jackson, Rehema Y. Mwanga, Prisca A. Kweyamba, Emmanuel P. Mwanga, Mgeni M. Tambwe, Lorenz M. Hofer, Doreen J. Siria, Mario González-Jiménez, Klaas Wynne, Sarah J. Moore, Fredros Okumu, Simon A. Babayan, Francesco Baldini

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Rapid assessment of the blood-feeding histories of wild-caught malaria mosquitoes using mid-infrared spectroscopy and machine learning by Emmanuel P. Mwanga, Idrisa S. Mchola, Faraja E. Makala, Issa H. Mshani, Doreen J. Siria, Sophia H. Mwinyi, Said Abbasi, Godian Seleman, Jacqueline N. Mgaya, Mario González Jiménez, Klaas Wynne, Maggy T. Sikulu-Lord, Prashanth Selvaraj, Fredros O. Okumu, Francesco Baldini, Simon A. Babayan

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Author Correction: Understanding the emergence of the boson peak in molecular glasses by Mario González-Jiménez, Trent Barnard, Ben A. Russell, Nikita V. Tukachev, Uroš Javornik, Laure-Anne Hayes, Andrew J. Farrell, Sarah Guinane, Hans M. Senn, Andrew J. Smith, Martin Wilding, Gregor Mali, Motohiro Nakano, Yuji Miyazaki, Paul McMillan, Gabriele C. Sosso, Klaas Wynne

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Understanding the emergence of the boson peak in molecular glasses by Mario González-Jiménez, Trent Barnard, Ben A. Russell, Nikita V. Tukachev, Uroš Javornik, Laure-Anne Hayes, Andrew J. Farrell, Sarah Guinane, Hans M. Senn, Andrew J. Smith, Martin Wilding, Gregor Mali, Motohiro Nakano, Yuji Miyazaki, Paul McMillan, Gabriele C. Sosso, Klaas Wynne

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Rapid age-grading and species identification of natural mosquitoes for malaria surveillance by Doreen J. Siria, Roger Sanou, Joshua Mitton, Emmanuel P. Mwanga, Abdoulaye Niang, Issiaka Sare, Paul C. D. Johnson, Geraldine M. Foster, Adrien M. G. Belem, Klaas Wynne, Roderick Murray-Smith, Heather M. Ferguson, Mario González-Jiménez, Simon A. Babayan, Abdoulaye Diabaté, Fredros O. Okumu, Francesco Baldini

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Detection of malaria parasites in dried human blood spots using mid-infrared spectroscopy and logistic regression analysis by Emmanuel P. Mwanga, Elihaika G. Minja, Emmanuel Mrimi, Mario González Jiménez, Johnson K. Swai, Said Abbasi, Halfan S. Ngowo, Doreen J. Siria, Salum Mapua, Caleb Stica, Marta F. Maia, Ally Olotu, Maggy T. Sikulu-Lord, Francesco Baldini, Heather M. Ferguson, Klaas Wynne, Prashanth Selvaraj, Simon A. Babayan, Fredros O. Okumu

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