Machine learning outperformed logistic regression classification even with limit sample size: A model to predict pediatric HIV mortality and clinical progression to AIDS
Domínguez-Rodríguez, Sara, Serna-Pascual, Miquel, Oletto, Andrea, Barnabas, Shaun, Zuidewind, Peter, Dobbels, Els, Danaviah, Siva, Behuhuma, Osee, Lain, Maria Grazia, Vaz, Paula, Fernández-Luis, Sheila, Nhampossa, Tacilta, Lopez-Varela, Elisa, Otwombe, Kennedy, Liberty, Afaaf, Violari, Avy, Maiga, Almoustapha Issiaka, Rossi, Paolo, Giaquinto, Carlo, Kuhn, Louise, Rojo, Pablo, Tagarro, Alfredo
Published in PloS one (14.10.2022)
Published in PloS one (14.10.2022)
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Journal Article
Evaluating use of mass-media communication intervention ‘MTV-Shuga’ on increased awareness and demand for HIV and sexual health services by adolescent girls and young women in South Africa: an observational study
Chimbindi, Natsayi, Mthiyane, Nondumiso, Chidumwa, Glory, Zuma, Thembelihle, Dreyer, Jaco, Birdthistle, Isolde, Floyd, Sian, Kyegombe, Nambusi, Grundy, Chris, Cawood, Cherie, Danaviah, Siva, Smit, Theresa, Pillay, Deenan, Baisley, Kathy, Harling, Guy, Seeley, Janet, Shahmanesh, Maryam
Published in BMJ open (19.05.2023)
Published in BMJ open (19.05.2023)
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Journal Article
Cellular Architecture of Spinal Granulomas and the Immunological Response in Tuberculosis Patients Coinfected with HIV
Bhattacharya, Debapriya, Danaviah, Siva, Muema, Daniel M, Akilimali, Ngomu Akeem, Moodley, Prashini, Ndung'u, Thumbi, Das, Gobardhan
Published in Frontiers in immunology (11.09.2017)
Published in Frontiers in immunology (11.09.2017)
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Journal Article
CD4+ T-cell Count may not be a Useful Strategy to Monitor Antiretroviral Therapy Response in HTLV-1/HIV Co-infected Patients
Vandormael, Alain, Rego, Filipe, Danaviah, Siva, Carlos Junior Alcantara, Luiz, Boulware, David R, de Oliveira, Tulio
Published in Current HIV research (01.01.2017)
Published in Current HIV research (01.01.2017)
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Journal Article
Evaluating whole HIV-1 genome sequence for estimation of incidence and migration in a rural South African community
Nascimento, Fabrícia F, Ragonnet-Cronin, Manon, Golubchik, Tanya, Danaviah, Siva, Derache, Anne, Fraser, Christophe, Volz, Erik
Published in Wellcome open research (2022)
Published in Wellcome open research (2022)
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Journal Article
The association of exposure to DREAMS on sexually acquiring or transmitting HIV amongst adolescent girls and young women living in rural South Africa
Mthiyane, Nondumiso, Baisley, Kathy, Chimbindi, Natsayi, Zuma, Thembelihle, Okesola, Nonhlanhla, Dreyer, Jaco, Herbst, Carina, Smit, Theresa, Danaviah, Siva, McGrath, Nuala, Harling, Guy, Sherr, Lorraine, Seeley, Janet, Floyd, Sian, Birdthistle, Isolde, Shahmanesh, Maryam
Published in AIDS (London) (15.06.2022)
Published in AIDS (London) (15.06.2022)
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Journal Article
Impact of Next-generation Sequencing Defined Human Immunodeficiency Virus Pretreatment Drug Resistance on Virological Outcomes in the ANRS 12249 Treatment-as-Prevention Trial
Derache, Anne, Iwuji, Collins C, Baisley, Kathy, Danaviah, Siva, Marcelin, Anne-Geneviève, Calvez, Vincent, de Oliveira, Tulio, Dabis, François, Porter, Kholoud, Pillay, Deenan
Published in Clinical infectious diseases (02.07.2019)
Published in Clinical infectious diseases (02.07.2019)
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Journal Article
Predicted antiviral activity of tenofovir versus abacavir in combination with a cytosine analogue and the integrase inhibitor dolutegravir in HIV-1-infected South African patients initiating or failing first-line ART
Derache, Anne, Iwuji, Collins C, Danaviah, Siva, Giandhari, Jennifer, Marcelin, Anne-Geneviève, Calvez, Vincent, de Oliveira, Tulio, Dabis, François, Pillay, Deenan, Gupta, Ravindra K
Published in Journal of antimicrobial chemotherapy (01.02.2019)
Published in Journal of antimicrobial chemotherapy (01.02.2019)
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Journal Article
Increasing HIV-1 Drug Resistance Between 2010 and 2012 in Adults Participating in Population-Based HIV Surveillance in Rural KwaZulu-Natal, South Africa
Manasa, Justen, Danaviah, Siva, Lessells, Richard, Elshareef, Muna, Tanser, Frank, Wilkinson, Eduan, Pillay, Sureshnee, Mthiyane, Hloniphile, Mwambi, Henry, Pillay, Deenan, de Oliveira, Tulio
Published in AIDS research and human retroviruses (01.08.2016)
Published in AIDS research and human retroviruses (01.08.2016)
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Journal Article
Cytomegalovirus, and possibly Epstein–Barr virus, shedding in breast milk is associated with HIV-1 transmission by breastfeeding
Viljoen, Johannes, Tuaillon, Edouard, Nagot, Nicolas, Danaviah, Siva, Peries, Marianne, Padayachee, Prevashinee, Foulongne, Vincent, Bland, Ruth, Rollins, Nigel, Newell, Marie-Louise, van de Perre, Philippe
Published in AIDS (London) (14.01.2015)
Published in AIDS (London) (14.01.2015)
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Journal Article
Impact of next generation sequencing defined HIV pre-treatment drug resistance on virological outcomes in the ANRS 12249 treatment as prevention trial
Derache, Anne K, Iwuji, Collins, Baisley, Kathy, Danaviah, Siva, Marcelin, Anne-Geneviève, Calvez, Vincent, de Oliveira, Tulio K, Dabis, François, Porter, Kholoud, Pillay, Deenan K
Published in Clinical infectious diseases (2018)
Published in Clinical infectious diseases (2018)
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Journal Article
P407 ‘MTV shuga’: mass media communication, HSV2 and sexual health in adolescent girls and young women in rural south africa
Shahmanesh, Maryam, Mthiyane, Nondumiso, Chimbindi, Natsayi, Zuma, Thembelihle, Dreyer, Jaco, Birdthistle, Isolde, Floyd, Sian, Kyegombe, Nambusi, Grundy, Chris, Danaviah, Siva, Smit, Theresa, Cawood, Cherie, Pillay, Deenan, Baisley, Kathy, Harling, Guy, Seeley, Janet
Published in Sexually transmitted infections (01.07.2019)
Published in Sexually transmitted infections (01.07.2019)
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Journal Article
HIV-1 full-genome phylogenetics of generalized epidemics in sub-Saharan Africa: impact of missing nucleotide characters in next-generation sequences
Ratmann, Oliver, Wymant, Chris, Colijn, Caroline, Danaviah, Siva, Essex, M, Frost, Simon D W, Gall, Astrid, Gaiseitsiwe, Simani, Grabowski, Mary, Gray, Ronald, Guindon, Stephane, von Haeseler, Arndt, Kaleebu, Pontiano, Kendall, Michelle, Kozlov, Alexey, Manasa, Justen, Minh, Bui Quang, Moyo, Sikhulile, Novitsky, Vladimir, Nsubuga, Rebecca, Pillay, Sureshnee, Quinn, Thomas C, Serwadda, David, Ssemwanga, Deogratius, Stamatakis, Alexandros, Trifinopoulos, Jana, Wawer, Maria, Leigh Brown, Andrew, de Oliveira, Tulio, Kellam, Paul, Pillay, Deenan, Fraser, Christophe
Published in AIDS research and human retroviruses (01.11.2017)
Published in AIDS research and human retroviruses (01.11.2017)
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Journal Article
Cumulative Exposure to Cell-Free HIV in Breast Milk, Rather Than Feeding Pattern per se, Identifies Postnatally Infected Infants
Neveu, Dorine, Viljoen, Johannes, Bland, Ruth M., Nagot, Nicolas, Danaviah, Siva, Coutsoudis, Anna, Rollins, Nigel Campbell, Coovadia, Hoosen M., Van de Perre, Philippe, Newell, Marie-Louise
Published in Clinical infectious diseases (15.03.2011)
Published in Clinical infectious diseases (15.03.2011)
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Journal Article
Cell-Free
Ndirangu, James, Viljoen, Johannes, Bland, Ruth M, Danaviah, Siva, Thorne, Claire, Van de Perre, Philippe, Newell, Marie-Louise
Published in PloS one (28.12.2012)
Published in PloS one (28.12.2012)
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Journal Article
Cell-Free HIV-1 and Postnatal Transmission through Breastfeeding
Ndirangu, James, Viljoen, Johannes, Bland, Ruth M, Danaviah, Siva, Thorne, Claire, Van de Perre, Philippe, Newell, Marie-Louise
Published in PloS one (28.12.2012)
Published in PloS one (28.12.2012)
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Journal Article
Machine learning outperformed logistic regression classification even with limit sample size: A model to predict pediatric HIV mortality and clinical progression to AIDS
Sara Domínguez-Rodríguez, Miquel Serna-Pascual, Andrea Oletto, Shaun Barnabas, Peter Zuidewind, Els Dobbels, Siva Danaviah, Osee Behuhuma, Maria Grazia Lain, Paula Vaz, Sheila Fernández-Luis, Tacilta Nhampossa, Elisa Lopez-Varela, Kennedy Otwombe, Afaaf Liberty, Avy Violari, Almoustapha Issiaka Maiga, Paolo Rossi, Carlo Giaquinto, Louise Kuhn, Pablo Rojo, Alfredo Tagarro
Published in PloS one (01.01.2022)
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Published in PloS one (01.01.2022)
Journal Article