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PED-ANOVA: Efficiently Quantifying Hyperparameter Importance in Arbitrary Subspaces [PDF]
International Joint Conference on Artificial Intelligence, 2023 The recent rise in popularity of Hyperparameter Optimization (HPO) for deep learning has highlighted the role that good hyperparameter (HP) space design can play in training strong models.
Shuhei Watanabe +2 more
semanticscholar +1 more source
A Novel Framework Based on Deep Learning and ANOVA Feature Selection Method for Diagnosis of COVID-19 Cases from Chest X-Ray Images [PDF]
medRxiv, 2021 The new coronavirus (known as COVID-19) was first identified in Wuhan and quickly spread worldwide, wreaking havoc on the economy and people's everyday lives.
H. Nasiri, S. A. Alavi
semanticscholar +1 more source
Global Health Action, 2022 Background Retention of patients in HIV care is a critical barrier to reaching the UNAIDS 90–90-90 goals in South Africa. In January 2019, Anova Health Institute launched a campaign to encourage patients who had interrupted antiretroviral therapy to ...
Melanie A. Bisnauth +5 more
doaj +1 more source
Southern African Journal of HIV Medicine, 2022 No abstract available.
Carol L. Tait +4 more
doaj +1 more source
BMC Psychology, 2022 Background HIV is a complex disease which affects different facets (social, economic, physical, emotional and spiral) of an individual’s life, making the goals of retention in care and adherence to treatment difficult to achieve. Holistic patient-centred
Cathrine Chinyandura +5 more
doaj +1 more source
Frontiers in Public Health, 2023 BackgroundBurnout among Health Care workers (HCWs) impacts on provider-patient relations and quality of care. Anova Health Institute (Anova) is a large South African non-profit organization and PEPFAR/USAID implementing partner.
Ndinda Makina-Zimalirana +7 more
doaj +1 more source
BMC Health Services Research, 2022 Background South Africa has reported challenges in retaining women in Prevention of Mother-to-Child Transmission of HIV (PMTCT) programs postnatally. Due to the success of PMTCT in the antenatal period, proportionally more infant transmissions now occur ...
Ndinda Makina-Zimalirana +6 more
doaj +1 more source
Repeated measures ANOVA and adjusted F-tests when sphericity is violated: which procedure is best?
Frontiers in Psychology, 2023 Introduction One-way repeated measures ANOVA requires sphericity. Research indicates that violation of this assumption has an important impact on Type I error. Although more advanced alternative procedures exist, most classical texts recommend the use of
M. Blanca +6 more
semanticscholar +1 more source
Permutation Tests for Regression, ANOVA, and Comparison of Signals: The permuco Package
Journal of Statistical Software, 2021 Recent methodological researches produced permutation methods to test parameters in presence of nuisance variables in linear models or repeated measures ANOVA. Permutation tests are also particularly useful to overcome the multiple comparisons problem as
Jaromil Frossard, O. Renaud
semanticscholar +1 more source