Quantifying calibration error in modern neural networks through evidence based theory

Autor: Ouattara, Koffi Ismael

Trustworthiness in neural networks is crucial for their deployment in critical applications, where reliability, confidence, and uncertainty play pivotal roles in decision-making. Traditional performance metrics such as accuracy and precision fail to

Externí odkaz: http://arxiv.org/abs/2411.00265

Plasmodium vivax antigen candidate prediction improves with the addition of Plasmodium falciparum data

Autor: Renee Ti Chou, Amed Ouattara, Shannon Takala-Harrison, Michael P. Cummings

Publikováno v: npj Systems Biology and Applications, Vol 10, Iss 1, Pp 1-15 (2024)

Abstract Intensive malaria control and elimination efforts have led to substantial reductions in malaria incidence over the past two decades. However, the reduction in Plasmodium falciparum malaria cases has led to a species shift in some geographic

Externí odkaz: https://doaj.org/article/2ea43e6515514411896a0de769403dc3

Potential associations between Schistosoma mansoni infection and physico-chemical characteristics and water-related human activities in Côte d’Ivoire: a cross-sectional study

Autor: Jean-Baptiste K. Sékré, Nana R. Diakité, Rufin K. Assaré, Jules N. Kouadio, Gaoussou Coulibaly, Cyrille K. Konan, Alain-Claver Kouamin, Aboulaye Méité, Jan Hattendorf, Mamadou Ouattara, Jürg Utzinger, Eliézer K. N’Goran

Publikováno v: Parasites & Vectors, Vol 17, Iss 1, Pp 1-10 (2024)

Abstract Background Schistosomiasis remains a public health problem, particularly in sub-Saharan Africa. The disease is intimately connected to poverty and environmental factors. Our research was readily embedded into a multi-country schistosomiasis

Externí odkaz: https://doaj.org/article/017a4df4a43c4d1983e3c93937b6ea25

Centering accessibility, increasing capacity, and fostering innovation in the development of international eDNA standards

Autor: Shana Hirsch, Neha Acharya-Patel, Phyllis Akua Amamoo, Giomar H. Borrero-Pérez, Ni Kadek Dita Cahyani, Joape G. M. Ginigini, Kaleonani K. C. Hurley, Manuel Lopes-Lima, Mark Louie Lopez, Ntanganedzeni Mapholi, Koffi Nouho Ouattara, Diana A. Pazmiño, Yoshimi Rii, Fabiano Thompson, Sophie von der Heyden, Mrinalini Watsa, Vanessa Yepes-Narvaez, Elizabeth Andruszkiewicz Allan, Ryan Kelly

Publikováno v: Metabarcoding and Metagenomics, Vol 8, Iss , Pp 259-276 (2024)

Environmental DNA (eDNA) includes a set of rapidly emerging technologies that have the potential to support environmental monitoring and biodiversity conservation through novel, non-invasive, cost-effective and democratic methods and tools. Meanwhile

Externí odkaz: https://doaj.org/article/05e9953ff97e4f39a16afcf355422590

Antibiotic prescribing practices according to the AWaRe classification among children under 5 of age attending public primary care centres in four West African countries: a cross-sectional study (AIRE project, 2021–2022)

Autor: Valéry Ridde, S Shepherd, Valériane Leroy, L Barry, M Bah, A Maïga, S Diallo, G Noel, T Sidibé, V Ridde, F Bah, Désiré Kargougou, A Baldé, D Diarra, D Zongo, F Lamontagne, M Traoré, A Ouedraogo, A Ouattara, V Leroy, R Becquet, L Catala, Ibrahima Sory Diallo, S Sani, Emelyne Gres, Cédric Besnier, Abdoul Aziz Diakité, Zineb Zair, Solange Ouédraogo Yugbaré, Gildas Boris Hedible, Abdoul Guaniyi Sawadogo, Jacques Séraphin Kolié, Bertrand Meda, Sandrine Busière, Franck Lamontagne, S Yugbaré Ouédraogo, VM Sanon Zombré, M Sama Cherif, I S Diallo, D F Kaba, A A Diakité, A Sidibé, H Abarry Souleymane, F Tidjani IssaganaDikouma, H Agbeci, D L Dahourou, S Desmonde, E Gres, G B Hedible, L Peters Bokol, J Tavarez, Z Zair, S Louart, A Cousien, V Briand, V Journot, S Lenaud, C N’Chot, B Seri, C Yao, G Anago, D Badiane, M Kinda, D Neboua, P S Dia, N di Mauro, K Nyoka, W Taokreo, OB Coulidiati Lompo, M Vignon, P Aba, N Diallo, M Ngaradoum, S Léno, A T Sow, A Soumah, B Baldé, K C Millimouno, M Haba, M Soumah, M Guilavogui, M N Sylla, S F Dounfangadouno, T I Bah, C Gnongoue, S Gaye, JPY Guilavogui, A O Touré, J S Kolié, A S Savadogo, F Sangala, T Konare, A Coulibaly, A Keita, H Traoré, I Sangaré, I Koné, S Diarra, V Opoue, F K Keita, M Dougabka, B Dembélé, M S Doumbia, G D Kargougou, S Keita, S Bouille, S Calmettes, K H Harouna, B Moutari, I Issaka, S O Assoumane, S Dioiri, M Sidi, K Sani Alio, S Amina, R Agbokou, M G Hamidou, S M Sani, A Mahamane, Aboubacar Abdou, B Ousmane, I Kabirou, I Mahaman, I Mamoudou, M Baguido, R Abdoul, A Sahabi, F Seini, Z Hamani, L-Y B Meda, Mactar Niome, X Toviho, I Sanouna, P Kouam, S Busière, F Triclin, A Hema, M Bayala, L Tapsoba, J B Yaro, S Sougue, R Bakyono, A G Sawadogo, Y A Lompo, B Malgoubri, F Douamba, G Sore, L Wangraoua, S Yamponi, S I Bayala, S Tiegna, S Kam, S Yoda, M Karantao, D F Barry, O Sanou, N Nacoulma, N Semde, I Ouattara, F Wango, Z Gneissien, H Congo, Y Diarra, B Ouattara, F Diabate, O Goita, S Gana, S Sylla, D Coulibaly, N Sakho, K Kadio, J Yougbaré, S Tougouma, A Dicko, Z Nanema, I Balima, S E Coulibaly, H Baldé, E Duparc Haba, Y Sangare, B Traore, A E Dagobi, S Salifou, B Gana MoustaphaChétima, I H Abdou

Publikováno v: BMJ Paediatrics Open, Vol 8, Iss 1 (2024)

Objective To describe antibiotic prescribing practices using the WHO AWaRe (Access, Watch, Reserve) classification in West African children under 5 years of age attending public primary health centres (PHCs).Design Cross-sectional study.Setting The A

Externí odkaz: https://doaj.org/article/e38b0f05329a4f9fb92290cf2e999e7e