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2024 Journal Article Rapid assessment of the blood-feeding histories of wild-caught malaria mosquitoes using mid-infrared spectroscopy and machine learningMwanga, Emmanuel P., Mchola, Idrisa S., Makala, Faraja E., Mshani, Issa H., Siria, Doreen J., Mwinyi, Sophia H., Abbasi, Said, Seleman, Godian, Mgaya, Jacqueline N., Jiménez, Mario González, Wynne, Klaas, Sikulu-Lord, Maggy T., Selvaraj, Prashanth, Okumu, Fredros O., Baldini, Francesco and Babayan, Simon A. (2024). Rapid assessment of the blood-feeding histories of wild-caught malaria mosquitoes using mid-infrared spectroscopy and machine learning. Malaria Journal, 23 (1) 86. doi: 10.1186/s12936-024-04915-0 |
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2024 Journal Article Rapid and non-invasive detection of malaria parasites using near-infrared spectroscopy and machine learningSikulu-Lord, Maggy T., Edstein, Michael D., Goh, Brendon, Lord, Anton R., Travis, Jye A., Dowell, Floyd E., Birrell, Geoffrey W. and Chavchich, Marina (2024). Rapid and non-invasive detection of malaria parasites using near-infrared spectroscopy and machine learning. PLoS One, 19 (3) e0289232, 1-18. doi: 10.1371/journal.pone.0289232 |
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2023 Journal Article Near-infrared spectroscopy and machine learning algorithms for rapid and non-invasive detection of TrichurisKariyawasam, Tharanga N., Ciocchetta, Silvia, Visendi, Paul, Soares Magalhães, Ricardo J., Smith, Maxine E., Giacomin, Paul R. and Sikulu-Lord, Maggy T. (2023). Near-infrared spectroscopy and machine learning algorithms for rapid and non-invasive detection of Trichuris. PLOS Neglected Tropical Diseases, 17 (11) e0011695, e0011695. doi: 10.1371/journal.pntd.0011695 |
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2023 Journal Article Key considerations, target product profiles, and research gaps in the application of infrared spectroscopy and artificial intelligence for malaria surveillance and diagnosisMshani, Issa H., Siria, Doreen J., Mwanga, Emmanuel P., Sow, Bazoumana Bd., Sanou, Roger, Opiyo, Mercy, Sikulu-Lord, Maggy T., Ferguson, Heather M., Diabate, Abdoulaye, Wynne, Klaas, González-Jiménez, Mario, Baldini, Francesco, Babayan, Simon A. and Okumu, Fredros (2023). Key considerations, target product profiles, and research gaps in the application of infrared spectroscopy and artificial intelligence for malaria surveillance and diagnosis. Malaria Journal, 22 (1) 346. doi: 10.1186/s12936-023-04780-3 |
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2023 Other Outputs Machine learning and detection of Trichuris muris in miceKariyawasam, Tharanga, Lord, Maggy and Ciocchetta, Silvia (2023). Machine learning and detection of Trichuris muris in mice. The University of Queensland. (Dataset) doi: 10.48610/7f11f9f |
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2023 Journal Article Rapid and non-invasive detection of Aedes aegypti co-infected with Zika and dengue viruses using near infrared spectroscopyGarcia, Gabriela A., Lord, Anton R., Santos, Lilha M. B., Kariyawasam, Tharanga N., David, Mariana R., Couto-Lima, Dinair, Tátila-Ferreira, Aline, Pavan, Márcio G., Sikulu-Lord, Maggy T. and Maciel-de-Freitas, Rafael (2023). Rapid and non-invasive detection of Aedes aegypti co-infected with Zika and dengue viruses using near infrared spectroscopy. Viruses, 15 (1) 11, 11. doi: 10.3390/v15010011 |
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2023 Journal Article State of the art and the future of fecal analysis using infrared spectroscopyKho, Elise A., Fernandes, Jill N., Tilbrook, Alan J., Fox, Glen P., Sikulu-Lord, Maggy T., Kotze, Andrew C., Beasley, Anne M., James, Peter J., Tolleson, Douglas R. and Cozzolino, Daniel (2023). State of the art and the future of fecal analysis using infrared spectroscopy. Applied Spectroscopy Reviews, 58 (10), 755-785. doi: 10.1080/05704928.2022.2143795 |
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2023 Other Outputs Spectral Data for PlasmodiumLord, Maggy (2023). Spectral Data for Plasmodium. The University of Queensland. (Dataset) doi: 10.48610/5ecd1e8 |
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2022 Other Outputs Infrared signtures collected non-invasively from malaria positive and negative indviduals in BrazilKariyawasam Haputhanthri Kankanamge, Tharanga and Lord, Maggy (2022). Infrared signtures collected non-invasively from malaria positive and negative indviduals in Brazil. The University of Queensland. (Dataset) doi: 10.48610/e19e6fc |
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2022 Journal Article Malaria absorption peaks acquired through the skin of patients with infrared light can detect patients with varying parasitemiaGarcia, Gabriela A., Kariyawasam, Tharanga N., Lord, Anton R., da Costa, Cristiano Fernandes, Chaves, Lana Bitencourt, Lima-Junior, Josué da Costa, Maciel-de-Freitas, Rafael and Sikulu-Lord, Maggy T. (2022). Malaria absorption peaks acquired through the skin of patients with infrared light can detect patients with varying parasitemia. PNAS Nexus, 1 (5) pgac272, pgac272. doi: 10.1093/pnasnexus/pgac272 |
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2022 Conference Publication Novel diagnostic tools for soil transmitted helminths with non-invasive capability. The nearinfrared spectroscopy and artificial intelligenceSikulu-Lord, Maggy T., Kariyawasam, Tharanga, Ciocchetta, Silvia, Soares Magalhaes, Ricardo J. and Giacomin, Paul (2022). Novel diagnostic tools for soil transmitted helminths with non-invasive capability. The nearinfrared spectroscopy and artificial intelligence. American Society of Tropical Medicine and Hygiene 2022 Annual Meeting, Seattle, WA, United States, October 30 - November 3, 2022. Arlington, VA United States: American Society of Tropical Medicine and Hygiene. |
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2022 Conference Publication In vitro detection of dengue 1 virus in human whole blood, plasma, and serum with nearinfrared spectroscopyGoh, Brendon, Visendi, Paul, Ciocchetta, Silvia, Soares, Ricardo, Liu, Wenjun and Lord, Maggy (2022). In vitro detection of dengue 1 virus in human whole blood, plasma, and serum with nearinfrared spectroscopy. American Society of Tropical Medicine and Hygiene 2022 Annual Meeting, Seattle, WA, United States, October 30 - November 3, 2022. Arlington, VA United States: American Society of Tropical Medicine and Hygiene. |
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2022 Journal Article First report of the detection of DENV1 in human blood plasma with near-infrared spectroscopyGoh, Brendon, Visendi, Paul, Lord, Anton R., Ciocchetta, Silvia, Liu, Wenjun and Sikulu-Lord, Maggy T. (2022). First report of the detection of DENV1 in human blood plasma with near-infrared spectroscopy. Viruses, 14 (10) 2248, 2248. doi: 10.3390/v14102248 |
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2022 Journal Article Near-infrared spectroscopy as a feasible method for the differentiation of Neisseria gonorrhoeae from Neisseria commensals and antimicrobial resistant from susceptible gonococcal strainsAlharbi, Bushra, Cozzolino, Daniel, Sikulu-Lord, Maggy, Whiley, David and Trembizki, Ella (2022). Near-infrared spectroscopy as a feasible method for the differentiation of Neisseria gonorrhoeae from Neisseria commensals and antimicrobial resistant from susceptible gonococcal strains. Journal of Microbiological Methods, 201 106576, 106576. doi: 10.1016/j.mimet.2022.106576 |
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2022 Book Chapter Application of infrared techniques for characterisation of vector-borne disease vectorsSikulu-Lord, Maggy and Maciel-de-Freitas, Rafael (2022). Application of infrared techniques for characterisation of vector-borne disease vectors. Infrared Spectroscopy - Perspectives and Applications [Working Title]. (pp. 1-19) edited by Marwa El-Azazy, Khalid Al-Saad and Ahmed S. El-Shafie. London, United Kingdom: IntechOpen. doi: 10.5772/intechopen.106941 |
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2021 Journal Article Near infrared spectroscopy accurately detects Trypanosoma cruzi non-destructively in midguts, rectum and excreta samples of Triatoma infestansTátila-Ferreira, Aline, Garcia, Gabriela A., dos Santos, Lilha M. B., Pavan, Márcio G., de C. Moreira, Carlos José, Victoriano, Juliana C., da Silva-Junior, Renato, dos Santos-Mallet, Jacenir R., Verly, Thaiane, Britto, Constança, Sikulu-Lord, Maggy T. and Maciel-de-Freitas, Rafael (2021). Near infrared spectroscopy accurately detects Trypanosoma cruzi non-destructively in midguts, rectum and excreta samples of Triatoma infestans. Scientific Reports, 11 (1) 23884, 23884. doi: 10.1038/s41598-021-03465-8 |
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2021 Conference Publication The near-infrared spectroscopy technique can non-invasively detect malaria parasites through the skin of miceSikulu-Lord, Maggy, Lord, Anton Richard, Goh, Brendon, Travis, Jye, Birrell, Geoffrey W., Chavchich, Marina, Harris, Ivor E., Mcleod-Robertson, Stephen, Kent, Anthony, Vanbreda, Karin and Edstein, Michael D. (2021). The near-infrared spectroscopy technique can non-invasively detect malaria parasites through the skin of mice. ASTMH Annual Meeting, Virtual, 17-21 November 2021. Deerfield, IL, United States: American Society of Tropical Medicine and Hygiene. doi: 10.4269/ajtmh.abstract2021 |
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2021 Journal Article The application of spectroscopy techniques for diagnosis of malaria parasites and arboviruses and surveillance of mosquito vectors: A systematic review and critical appraisal of evidenceGoh, Brendon, Ching, Koek, Soares Magalhães, Ricardo J., Ciocchetta, Silvia, Edstein, Michael D., Maciel-de-Freitas, Rafael and Sikulu-Lord, Maggy T. (2021). The application of spectroscopy techniques for diagnosis of malaria parasites and arboviruses and surveillance of mosquito vectors: A systematic review and critical appraisal of evidence. PLoS Neglected Tropical Diseases, 15 (4) e0009218, 1-24. doi: 10.1371/journal.pntd.0009218 |
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2021 Journal Article High throughput estimates of Wolbachia, Zika and chikungunya infection in Aedes aegypti by near-infrared spectroscopy to improve arbovirus surveillanceSantos, Lilha M. B., Mutsaers, Mathijs, Garcia, Gabriela A., David, Mariana R., Pavan, Marcio G., Petersen, Martha T., Correa-Antonio, Jessica, Couto-Lima, Dinair, Maes, Louis, Dowell, Floyd, Lord, Anton, Sikulu-Lord, Maggy and Maciel-de-Freitas, Rafael (2021). High throughput estimates of Wolbachia, Zika and chikungunya infection in Aedes aegypti by near-infrared spectroscopy to improve arbovirus surveillance. Communications Biology, 4 (1) 67, 67. doi: 10.1038/s42003-020-01601-0 |
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2020 Journal Article Influence of environmental factors on the detection of blood in sheep faeces using visible-near-infrared spectroscopy as a measure of Haemonchus contortus infectionKho, Elise A., Fernandes, Jill N., Kotze, Andrew C., Fox, Glen P., Sikulu-Lord, Maggy T., Beasley, Anne M., Moore, Stephen S. and James, Peter J. (2020). Influence of environmental factors on the detection of blood in sheep faeces using visible-near-infrared spectroscopy as a measure of Haemonchus contortus infection. Parasites and Vectors, 13 (1) 591, 591. doi: 10.1186/s13071-020-04468-6 |
