Integrating data science and neuroscience in developmental psychopathology: Formative examples and future directions DOI Creative Commons
Jamie L. Hanson, Isabella Kahhalé,

Sriparna Sen

и другие.

Development and Psychopathology, Год журнала: 2024, Номер unknown, С. 1 - 8

Опубликована: Май 21, 2024

Abstract This commentary discusses opportunities for advancing the field of developmental psychopathology through integration data science and neuroscience approaches. We first review elements our research program investigating how early life adversity shapes neurodevelopment may convey risk psychopathology. then illustrate three ways that techniques (e.g., machine learning) can support research, such as by distinguishing between common diverse outcomes after stress exposure. Finally, we discuss logistical conceptual refinements aid moving forward. Throughout piece, underscore profound impact Dr Dante Cicchetti, reflecting on his work influenced own, gave rise to

Язык: Английский

Insights into child abuse and neglect: Findings from the Minnesota Longitudinal Study of Risk and Adaptation DOI Creative Commons
Marissa D. Nivison, Madelyn H. Labella, K. Lee Raby

и другие.

Development and Psychopathology, Год журнала: 2024, Номер unknown, С. 1 - 13

Опубликована: Апрель 22, 2024

Abstract The Minnesota Longitudinal Study of Risk and Adaptation (MLSRA) is a landmark prospective, longitudinal study human development focused on sample mothers experiencing poverty their firstborn children. Although the MLSRA pioneered number important topics in area social emotional development, it began with more specific goal examining antecedents child maltreatment. From that foundation for than 40 years, has produced significant body research origins, sequelae, measurement childhood abuse neglect. principal objectives this report are to document early history its contributions maltreatment review summarize results from recently updated neglect coding cohort, particular emphasis findings related adult adjustment. While doing so, we highlight key themes Dr Dante Cicchetti’s developmental psychopathology perspective MLSRA, project launched during his tenure as graduate student at University Minnesota.

Язык: Английский

Процитировано

1

Integrating data science and neuroscience in developmental psychopathology: Formative examples and future directions DOI Creative Commons
Jamie L. Hanson, Isabella Kahhalé,

Sriparna Sen

и другие.

Development and Psychopathology, Год журнала: 2024, Номер unknown, С. 1 - 8

Опубликована: Май 21, 2024

Abstract This commentary discusses opportunities for advancing the field of developmental psychopathology through integration data science and neuroscience approaches. We first review elements our research program investigating how early life adversity shapes neurodevelopment may convey risk psychopathology. then illustrate three ways that techniques (e.g., machine learning) can support research, such as by distinguishing between common diverse outcomes after stress exposure. Finally, we discuss logistical conceptual refinements aid moving forward. Throughout piece, underscore profound impact Dr Dante Cicchetti, reflecting on his work influenced own, gave rise to

Язык: Английский

Процитировано

0