Machine Learning to Predict Interim Response in Pediatric Classical Hodgkin Lymphoma Using Affordable Blood Tests.

Autor: Geel JA; Department of Paediatrics and Child Health, Paediatric Haematology-Oncology, Charlotte Maxeke Johannesburg Academic Hospital, Wits Donald Gordon Medical Centre, University of the Witwatersrand, Johannesburg, South Africa., Hramyka A; Computer Science, St Andrew's University, St Andrew's, United Kingdom., du Plessis J; Universitas Hospital, Bloemfontein, South Africa.; Paediatric Haematology-Oncology, University of the Free State, Bloemfontein, South Africa., Goga Y; Paediatric Haematology-Oncology, University of KwaZulu-Natal, Durban, South Africa.; Greys Hospital, Pietermaritzburg, South Africa., Van Zyl A; Faculty of Medicine and Health Sciences, Stellenbosch University and Tygerberg Hospital, Cape Town, South Africa., Hendricks MG; Red Cross War Memorial Children's Hospital, Cape Town, South Africa.; University of Cape Town, Cape Town, South Africa., Naidoo T; Department of Radiation Sciences, Paediatric Radiation Oncology, Charlotte Maxeke Johannesburg Academic Hospital, Wits Donald Gordon Medical Centre, University of the Witwatersrand, Johannesburg, South Africa., Mathew R; Frere Hospital, East London, South Africa.; Paediatric Haematology-Oncology, Walter Sisulu University, East London, South Africa., Louw L; Nuclear Medicine, Center of Molecular Imaging and Theranostics, Johannesburg, South Africa., Carr A; Paediatric Haematology-Oncology, University of KwaZulu-Natal, Durban, South Africa.; Greys Hospital, Pietermaritzburg, South Africa., Neethling B; Paediatric Haematology-Oncology, University of KwaZulu-Natal, Durban, South Africa.; Inkosi Albert Luthuli Central Hospital, Durban, South Africa., Schickerling TM; Netcare Alberton Hospital, Alberton, South Africa., Omar F; Paediatric Haematology-Oncology, Steve Biko Academic Hospital, University of Pretoria, Pretoria, South Africa., Du Plessis L; Paediatric Haematology-Oncology, Robert Mangaliso Sobukwe Hospital, Kimberley, South Africa., Madzhia E; Dr George Mukhari Hospital, Garankuwa, South Africa.; Paediatric Haematology-Oncology, Sefako Makgatho University, Garankuwa, South Africa., Netshituni V; Polokwane-Mankweng Hospital Complex, Polokwane, South Africa.; Paediatric Haematology-Oncology, University of Limpopo, Polokwane, South Africa., Eyal K; University of Cape Town, Cape Town, South Africa.; Southern Africa Labour and Development Research Unit, School of Economics, Cape Town, South Africa., Ngcana TVZ; Paediatric Haematology-Oncology, Chris Hani Baragwanath Academic Hospital, Wits Donald Gordon Medical Centre, University of the Witwatersrand, Johannesburg, South Africa., Kelsey T; Computer Science, St Andrew's University, St Andrew's, United Kingdom., Ballott DE; School of Clinical Medicine, University of the Witwatersrand, Johannesburg, South Africa., Metzger ML; Pediatric, Medicins Sans Frontières, Geneva, Switzerland.

Publikováno v: JCO global oncology [JCO Glob Oncol] 2024 Oct; Vol. 10, pp. e2300435. Date of Electronic Publication: 2024 Oct 24.