Explainable AI-based identification of contributing factors to the mood state change of children and adolescents with pre-existing psychiatric disorders in the context of COVID-19 related lockdowns in Greece

Charis Ntakolia; Dimitrios Priftis; Konstantinos Kotsis; Konstantina  Magklara; Ioanna Rannou; Konstantina Ladopoulou; Iouliani  Koullourou; Emmanouil  Tsalamanios; Eleni Lazaratou; Aspasia Serdari; Aliki  Grigoriadou; Neda Sadeghi; Georgia  O'Callaghan; Kenny Chiu; Ioanna  Giannopoulou

Explainable AI-based identification of contributing factors to the mood state change of children and adolescents with pre-existing psychiatric disorders in the context of COVID-19 related lockdowns in Greece

Charis Ntakolia, Dimitrios Priftis, Konstantinos Kotsis, Konstantina Magklara, Ioanna Rannou, Konstantina Ladopoulou, Iouliani Koullourou, Emmanouil Tsalamanios, Eleni Lazaratou, Aspasia Serdari, Aliki Grigoriadou, Neda Sadeghi, Georgia O'Callaghan, Kenny Chiu, Ioanna Giannopoulou

Norwich Medical School

Research output: Working paper › Preprint

Original language	English
Publisher	SSRN
Publication status	Published - 10 Aug 2022

Access to Document

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4180441

Cite this

Ntakolia, C., Priftis, D., Kotsis, K., Magklara, K., Rannou, I., Ladopoulou, K., Koullourou, I., Tsalamanios, E., Lazaratou, E., Serdari, A., Grigoriadou, A., Sadeghi, N., O'Callaghan, G., Chiu, K., & Giannopoulou, I. (2022). Explainable AI-based identification of contributing factors to the mood state change of children and adolescents with pre-existing psychiatric disorders in the context of COVID-19 related lockdowns in Greece. SSRN. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4180441

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title = "Explainable AI-based identification of contributing factors to the mood state change of children and adolescents with pre-existing psychiatric disorders in the context of COVID-19 related lockdowns in Greece",

author = "Charis Ntakolia and Dimitrios Priftis and Konstantinos Kotsis and Konstantina Magklara and Ioanna Rannou and Konstantina Ladopoulou and Iouliani Koullourou and Emmanouil Tsalamanios and Eleni Lazaratou and Aspasia Serdari and Aliki Grigoriadou and Neda Sadeghi and Georgia O'Callaghan and Kenny Chiu and Ioanna Giannopoulou",

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Ntakolia, C, Priftis, D, Kotsis, K, Magklara, K, Rannou, I, Ladopoulou, K, Koullourou, I, Tsalamanios, E, Lazaratou, E, Serdari, A, Grigoriadou, A, Sadeghi, N, O'Callaghan, G, Chiu, K & Giannopoulou, I 2022 'Explainable AI-based identification of contributing factors to the mood state change of children and adolescents with pre-existing psychiatric disorders in the context of COVID-19 related lockdowns in Greece' SSRN. <https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4180441>

TY - UNPB

T1 - Explainable AI-based identification of contributing factors to the mood state change of children and adolescents with pre-existing psychiatric disorders in the context of COVID-19 related lockdowns in Greece

AU - Ntakolia, Charis

AU - Priftis, Dimitrios

AU - Kotsis, Konstantinos

AU - Magklara, Konstantina

AU - Rannou, Ioanna

AU - Ladopoulou, Konstantina

AU - Koullourou, Iouliani

AU - Tsalamanios, Emmanouil

AU - Lazaratou, Eleni

AU - Serdari, Aspasia

AU - Grigoriadou, Aliki

AU - Sadeghi, Neda

AU - O'Callaghan, Georgia

AU - Chiu, Kenny

AU - Giannopoulou, Ioanna

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M3 - Preprint

BT - Explainable AI-based identification of contributing factors to the mood state change of children and adolescents with pre-existing psychiatric disorders in the context of COVID-19 related lockdowns in Greece

PB - SSRN

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