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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 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 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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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 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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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 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 |
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2020 Journal Article Visible-near infrared spectroscopy for detection of blood in sheep faecesKho, Elise A., Fernandes, Jill N., Kotze, Andrew C., Fox, Glen P., Lord, Maggy, Beasley, Anne M., Moore, Stephen S. and James, Peter J. (2020). Visible-near infrared spectroscopy for detection of blood in sheep faeces. Journal of Near Infrared Spectroscopy, 28 (5-6), 255-266. doi: 10.1177/0967033520927519 |
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2020 Journal Article Near-infrared spectroscopy evaluations for the differentiation of carbapenem-resistant from susceptible enterobacteriaceae strainsAlharbi, Bushra, Sikulu-Lord, Maggy, Lord, Anton, Zowawi, Hosam M. and Trembizki, Ella (2020). Near-infrared spectroscopy evaluations for the differentiation of carbapenem-resistant from susceptible enterobacteriaceae strains. Diagnostics, 10 (10) 736, 1-9. doi: 10.3390/diagnostics10100736 |
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2020 Journal Article An autoencoder and artificial neural network-based method to estimate parity status of wild mosquitoes from near-infrared spectraMilali, Masabho P., Kiware, Samson S., Govella, Nicodem J., Okumu, Fredros, Bansal, Naveen, Bozdag, Serdar, Charlwood, Jacques D., Maia, Marta F., Ogoma, Sheila B., Dowell, Floyd E., Corliss, George F., Sikulu-Lord, Maggy T. and Povinelli, Richard J. (2020). An autoencoder and artificial neural network-based method to estimate parity status of wild mosquitoes from near-infrared spectra. PLoS ONE, 15 (6) e0234557, e0234557. doi: 10.1371/journal.pone.0234557 |
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2020 Journal Article Detection of Haemonchus contortus nematode eggs in sheep faeces using near and mid-infrared spectroscopyKho, Elise A., Fernandes, Jill N., Kotze, Andrew C., Sikulu-Lord, Maggy T., Fox, Glen P., Beasley, Anne M., Moore, Stephen S. and James, Peter J. (2020). Detection of Haemonchus contortus nematode eggs in sheep faeces using near and mid-infrared spectroscopy. Journal of Near Infrared Spectroscopy, 28 (5-6), 096703352092449-254. doi: 10.1177/0967033520924491 |
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2019 Journal Article Detection of malaria parasites in dried human blood spots using mid-infrared spectroscopy and logistic regression analysisMwanga, Emmanuel P., Minja, Elihaika G., Mrimi, Emmanuel, Jiménez, Mario González, Swai, Johnson K., Abbasi, Said, Ngowo, Halfan S., Siria, Doreen J., Mapua, Salum, Stica, Caleb, Maia, Marta F., Olotu, Ally, Sikulu-Lord, Maggy T., Baldini, Francesco, Ferguson, Heather M., Wynne, Klaas, Selvaraj, Prashanth, Babayan, Simon A. and Okumu, Fredros O. (2019). Detection of malaria parasites in dried human blood spots using mid-infrared spectroscopy and logistic regression analysis. Malaria Journal, 18 (1) 341, 341. doi: 10.1186/s12936-019-2982-9 |
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2019 Journal Article Age grading An. gambiae and An. arabiensis using near infrared spectra and artificial neural networksMilali, Masabho P., Sikulu-Lord, Maggy T., Kiware, Samson S., Dowell, Floyd E., Corliss, George F. and Povinelli, Richard J. (2019). Age grading An. gambiae and An. arabiensis using near infrared spectra and artificial neural networks. PLoS One, 14 (8) e0209451, e0209451. doi: 10.1371/journal.pone.0209451 |
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2018 Journal Article First report of natural Wolbachia infection in the malaria mosquito Anopheles arabiensis in TanzaniaBaldini, Francesco, Rougé, Justine, Kreppel, Katharina, Mkandawile, Gustave, Mapua, Salum Abdallah, Sikulu-Lord, Maggy, Ferguson, Heather M., Govella, Nicodem and Okumu, Fredros O. (2018). First report of natural Wolbachia infection in the malaria mosquito Anopheles arabiensis in Tanzania. Parasites and Vectors, 11 (1) 635, 635. doi: 10.1186/s13071-018-3249-y |
