Classification of Major Depressive Disorder Using Vertex-Wise Brain Sulcal Depth, Curvature, and Thickness with a Deep and a Shallow Learning Model

Authors: Goya-Maldonado, Roberto, Erwin-Grabner, Tracy, Zeng, Ling-Li, Ching, Christopher R. K., Aleman, Andre, Amod, Alyssa R., Basgoze, Zeynep, Benedetti, Francesco, Besteher, Bianca, Brosch, Katharina, Bülow, Robin, Colle, Romain, Connolly, Colm G., Corruble, Emmanuelle, Couvy-Duchesne, Baptiste, Cullen, Kathryn, Dannlowski, Udo, Davey, Christopher G., Dols, Annemiek, Ernsting, Jan, Evans, Jennifer W., Fisch, Lukas, Fuentes-Claramonte, Paola, Gonul, Ali Saffet, Gotlib, Ian H., Grabe, Hans J., Groenewold, Nynke A., Grotegerd, Dominik, Hahn, Tim, Hamilton, J. Paul, Han, Laura K. M., Harrison, Ben J., Ho, Tiffany C., Jahanshad, Neda, Jamieson, Alec J., Karuk, Andriana, Kircher, Tilo, Klimes-Dougan, Bonnie, Koopowitz, Sheri-Michelle, Lancaster, Thomas, Leenings, Ramona, Li, Meng, Linden, David E. J., MacMaster, Frank P., Mehler, David M. A., Meinert, Susanne, Melloni, Elisa, Mueller, Bryon A., Mwangi, Benson, Nenadić, Igor, Ojha, Amar, Okamoto, Yasumasa, Oudega, Mardien L., Penninx, Brenda W. J. H., Poletti, Sara, Pomarol-Clotet, Edith, Portella, Maria J., Pozzi, Elena, Radua, Joaquim, Rodríguez-Cano, Elena, Sacchet, Matthew D., Salvador, Raymond, Schrantee, Anouk, Sim, Kang, Soares, Jair C., Solanes, Aleix, Stein, Dan J., Stein, Frederike, Stolicyn, Aleks, Thomopoulos, Sophia I., Toenders, Yara J., Uyar-Demir, Aslihan, Vieta, Eduard, Vives-Gilabert, Yolanda, Völzke, Henry, Walter, Martin, Whalley, Heather C., Whittle, Sarah, Winter, Nils, Wittfeld, Katharina, Wright, Margaret J., Wu, Mon-Ju, Yang, Tony T., Zarate, Carlos, Veltman, Dick J., Schmaal, Lianne, Thompson, Paul M.

Subject Terms: Quantitative Biology - Quantitative Methods, Computer Science - Machine Learning, Quantitative Biology - Neurons and Cognition

Access URL: http://arxiv.org/abs/2311.11046

Multi-site benchmark classification of major depressive disorder using machine learning on cortical and subcortical measures

Authors: Belov, Vladimir, Erwin-Grabner, Tracy, Gonul, Ali Saffet, Amod, Alyssa R., Ojha, Amar, Aleman, Andre, Dols, Annemiek, Scharntee, Anouk, Uyar-Demir, Aslihan, Harrison, Ben J, Irungu, Benson M., Besteher, Bianca, Klimes-Dougan, Bonnie, Penninx, Brenda W. J. H., Mueller, Bryon A., Zarate, Carlos, Davey, Christopher G., Ching, Christopher R. K., Connolly, Colm G., Fu, Cynthia H. Y., Stein, Dan J., Dima, Danai, Linden, David E. J., Mehler, David M. A., Pomarol-Clotet, Edith, Pozzi, Elena, Melloni, Elisa, Benedetti, Francesco, MacMaster, Frank P., Grabe, Hans J., Völzke, Henry, Gotlib, Ian H., Soares, Jair C., Evans, Jennifer W., Sim, Kang, Wittfeld, Katharina, Cullen, Kathryn, Reneman, Liesbeth, Oudega, Mardien L., Wright, Margaret J., Portella, Maria J., Sacchet, Matthew D., Li, Meng, Aghajani, Moji, Wu, Mon-Ju, Jaworska, Natalia, Jahanshad, Neda, van der Wee, Nic J. A., Groenewold, Nynke, Hamilton, Paul J., Saemann, Philipp, Bülow, Robin, Poletti, Sara, Whittle, Sarah, Thomopoulos, Sophia I., van, Steven J. A., Werff, der, Koopowitz, Sheri-Michelle, Lancaster, Thomas, Ho, Tiffany C., Yang, Tony T., Basgoze, Zeynep, Veltman, Dick J., Schmaal, Lianne, Thompson, Paul M., Goya-Maldonado, Roberto

Subject Terms: Quantitative Biology - Quantitative Methods

Access URL: http://arxiv.org/abs/2206.08122

Investigating Associations Between Maternal Behavior and the Development of Functional Connectivity During the Transition From Late Childhood to Early Adolescence

Authors: Pozzi, Elena, Rakesh, Divyangana, Gracia-Tabuenca, Zeus, Bray, Katherine O., Richmond, Sally, Seal, Marc L., Schwartz, Orli, Vijayakumar, Nandita, Yap, Marie B.H., Whittle, Sarah

Source: In Biological Psychiatry: Cognitive Neuroscience and Neuroimaging April 2024 9(4):398-406

Empathy and resting-state functional connectivity in children

Authors: Bray, Katherine O., Pozzi, Elena, Vijayakumar, Nandita, Richmond, Sally, Seal, Marc, Pantelis, Christos, Anderson, Vicki, Whittle, Sarah

Source: In Neuroimage: Reports December 2022 2(4)

Harsh and Inconsistent Parental Discipline Is Associated With Altered Cortical Development in Children

Authors: Whittle, Sarah, Pozzi, Elena, Rakesh, Divyangana, Kim, Julia Minji, Yap, Marie B.H., Schwartz, Orli S., Youssef, George, Allen, Nicholas B., Vijayakumar, Nandita

Source: In Biological Psychiatry: Cognitive Neuroscience and Neuroimaging October 2022 7(10):989-997

Association between maternal emotion socialization and emotion regulation in early adolescents with elevated internalizing symptoms: insights from multi-informant discrepancies.

Authors: Zhao, Junxuan, Pozzi, Elena, Lin, Sylvia Chu, Kehoe, Christiane E., Havighurst, Sophie S., Whittle, Sarah

Source: Frontiers in Psychiatry; 2025, p1-13, 13p

Subject Terms: TEENAGE girls, INTERNALIZING behavior, EMOTION regulation, EMOTIONAL competence, MENTAL illness

Virtual Ontogeny of Cortical Growth Preceding Mental Illness

Authors: Patel, Yash, Shin, Jean, Abé, Christoph, Agartz, Ingrid, Alloza, Clara, Alnæs, Dag, Ambrogi, Sonia, Antonucci, Linda A., Arango, Celso, Arolt, Volker, Auzias, Guillaume, Ayesa-Arriola, Rosa, Banaj, Nerisa, Banaschewski, Tobias, Bandeira, Cibele, Başgöze, Zeynep, Cupertino, Renata Basso, Bau, Claiton H.D., Bauer, Jochen, Baumeister, Sarah, Bernardoni, Fabio, Bertolino, Alessandro, Bonnin, Caterina del Mar, Brandeis, Daniel, Brem, Silvia, Bruggemann, Jason, Bülow, Robin, Bustillo, Juan R., Calderoni, Sara, Calvo, Rosa, Canales-Rodríguez, Erick J., Cannon, Dara M., Carmona, Susanna, Carr, Vaughan J., Catts, Stanley V., Chenji, Sneha, Chew, Qian Hui, Coghill, David, Connolly, Colm G., Conzelmann, Annette, Craven, Alexander R., Crespo-Facorro, Benedicto, Cullen, Kathryn, Dahl, Andreas, Dannlowski, Udo, Davey, Christopher G., Deruelle, Christine, Díaz-Caneja, Covadonga M., Dohm, Katharina, Ehrlich, Stefan, Epstein, Jeffery, Erwin-Grabner, Tracy, Eyler, Lisa T., Fedor, Jennifer, Fitzgerald, Jacqueline, Foran, William, Ford, Judith M., Fortea, Lydia, Fuentes-Claramonte, Paola, Fullerton, Janice, Furlong, Lisa, Gallagher, Louise, Gao, Bingchen, Gao, Si, Goikolea, Jose M., Gotlib, Ian, Goya-Maldonado, Roberto, Grabe, Hans J., Green, Melissa, Grevet, Eugenio H., Groenewold, Nynke A., Grotegerd, Dominik, Gruber, Oliver, Haavik, Jan, Hahn, Tim, Harrison, Ben J., Heindel, Walter, Henskens, Frans, Heslenfeld, Dirk J., Hilland, Eva, Hoekstra, Pieter J., Hohmann, Sarah, Holz, Nathalie, Howells, Fleur M., Ipser, Jonathan C., Jahanshad, Neda, Jakobi, Babette, Jansen, Andreas, Janssen, Joost, Jonassen, Rune, Kaiser, Anna, Kaleda, Vasiliy, Karantonis, James, King, Joseph A., Kircher, Tilo, Kochunov, Peter, Koopowitz, Sheri-Michelle, Landén, Mikael, Landrø, Nils Inge, Lawrie, Stephen, Lebedeva, Irina, Luna, Beatriz, Lundervold, Astri J., MacMaster, Frank P., Maglanoc, Luigi A., Mathalon, Daniel H., McDonald, Colm, McIntosh, Andrew, Meinert, Susanne, Michie, Patricia T., Mitchell, Philip, Moreno-Alcázar, Ana, Mowry, Bryan, Muratori, Filippo, Nabulsi, Leila, Nenadić, Igor, O'Gorman Tuura, Ruth, Oosterlaan, Jaap, Overs, Bronwyn, Pantelis, Christos, Parellada, Mara, Pariente, Jose C., Pauli, Paul, Pergola, Giulio, Piarulli, Francesco Maria, Picon, Felipe, Piras, Fabrizio, Pomarol-Clotet, Edith, Pretus, Clara, Quidé, Yann, Radua, Joaquim, Ramos-Quiroga, J. Antoni, Rasser, Paul E., Reif, Andreas, Retico, Alessandra, Roberts, Gloria, Rossell, Susan, Rovaris, Diego Luiz, Rubia, Katya, Sacchet, Matthew D., Salavert, Josep, Salvador, Raymond, Sarró, Salvador, Sawa, Akira, Schall, Ulrich, Scott, Rodney, Selvaggi, Pierluigi, Silk, Tim, Sim, Kang, Skoch, Antonin, Spalletta, Gianfranco, Spaniel, Filip, Stein, Dan J., Steinsträter, Olaf, Stolicyn, Aleks, Takayanagi, Yoichiro, Tamm, Leanne, Tavares, Maria, Teumer, Alexander, Thiel, Katharina, Thomopoulos, Sophia I., Tomecek, David, Tomyshev, Alexander S., Tordesillas-Gutiérrez, Diana, Tosetti, Michela, Uhlmann, Anne, Van Rheenen, Tamsyn, Vazquez-Bourgón, Javier, Vernooij, Meike W., Vieta, Eduard, Vilarroya, Oscar, Weickert, Cynthia, Weickert, Thomas, Westlye, Lars T., Whalley, Heather, Willinger, David, Winter, Alexandra, Wittfeld, Katharina, Yang, Tony T., Yoncheva, Yuliya, Zijlmans, Jendé L., Hoogman, Martine, Franke, Barbara, van Rooij, Daan, Buitelaar, Jan, Ching, Christopher R.K., Andreassen, Ole A., Pozzi, Elena, Veltman, Dick, Schmaal, Lianne, van Erp, Theo G.M., Turner, Jessica, Castellanos, F. Xavier, Pausova, Zdenka, Thompson, Paul, Paus, Tomas

Source: In Biological Psychiatry 15 August 2022 92(4):299-313

Brain Correlates of Suicide Attempt in 18,925 Participants Across 18 International Cohorts

Authors: Campos, Adrian I., Thompson, Paul M., Veltman, Dick J., Pozzi, Elena, van Veltzen, Laura S., Jahanshad, Neda, Adams, Mark J., Baune, Bernhard T., Berger, Klaus, Brosch, Katharina, Bülow, Robin, Connolly, Colm G., Dannlowski, Udo, Davey, Christopher G., de Zubicaray, Greig I., Dima, Danai, Erwin-Grabner, Tracy, Evans, Jennifer W., Fu, Cynthia H.Y., Gotlib, Ian H., Goya-Maldonado, Roberto, Grabe, Hans J., Grotegerd, Dominik, Harris, Matthew A., Harrison, Ben J., Hatton, Sean N., Hermesdorf, Marco, Hickie, Ian B., Ho, Tiffany C., Kircher, Tilo, Krug, Axel, Lagopoulos, Jim, Lemke, Hannah, McMahon, Katie, MacMaster, Frank P., Martin, Nicholas G., McIntosh, Andrew M., Medland, Sarah E., Meinert, Susanne, Meller, Tina, Nenadic, Igor, Opel, Nils, Redlich, Ronny, Reneman, Liesbeth, Repple, Jonathan, Sacchet, Matthew D., Schmitt, Simon, Schrantee, Anouk, Sim, Kang, Singh, Aditya, Stein, Frederike, Strike, Lachlan T., van der Wee, Nic J.A., van der Werff, Steven J.A., Völzke, Henry, Waltemate, Lena, Whalley, Heather C., Wittfeld, Katharina, Wright, Margaret J., Yang, Tony T., Zarate, Carlos A., Schmaal, Lianne, Rentería, Miguel E.

Source: In Biological Psychiatry 15 August 2021 90(4):243-252

Associations between cognitive and affective empathy and internalizing symptoms in late childhood

Authors: Bray, Katherine O., Anderson, Vicki, Pantelis, Christos, Pozzi, Elena, Schwartz, Orli S., Vijayakumar, Nandita, Richmond, Sally, Deane, Camille, Allen, Nicholas B., Whittle, Sarah

Source: In Journal of Affective Disorders 1 July 2021 290:245-253

Maternal parenting behavior and functional connectivity development in children: A longitudinal fMRI study

Authors: Pozzi, Elena ^*, Vijayakumar, Nandita, Byrne, Michelle L., Bray, Katherine O., Seal, Marc, Richmond, Sally, Zalesky, Andrew, Whittle, Sarah L.

Source: In Developmental Cognitive Neuroscience April 2021 48

Neural Correlates of Emotion Regulation in Adolescents and Emerging Adults: A Meta-analytic Study

Authors: Pozzi, Elena, Vijayakumar, Nandita, Rakesh, Divyangana, Whittle, Sarah

Source: In Biological Psychiatry 15 January 2021 89(2):194-204

Family and parenting factors are associated with emotion regulation neural function in early adolescent girls with elevated internalizing symptoms.

Authors: Lin, Sylvia C.^1,2,3 Chul2@student.unimelb.edu.au, Pozzi, Elena^1,2,3, Kehoe, Christiane E.⁴, Havighurst, Sophie⁴, Schwartz, Orli S.^1,2,3, Yap, Marie B. H.^5,6, Zhao, Junxuan^1,2,3, Telzer, Eva H.⁷, Whittle, Sarah^1,2,3

Source: European Child & Adolescent Psychiatry. Dec2024, Vol. 33 Issue 12, p4381-4391. 11p.

Subject Terms: *LIMBIC system physiology, *EMOTION regulation, *ADOLESCENT development, *WOMEN, *TASK performance, *NEUROPHYSIOLOGY, *PREFRONTAL cortex, *INTERNALIZING behavior, *FAMILIES, *PARENTING, *EMOTIONS, *MAGNETIC resonance imaging, *TEMPORAL lobe, *FRONTAL lobe, *AFFECT (Psychology), *PARIETAL lobe, *SOCIALIZATION, *ADOLESCENCE

Associations between early life stress and anterior pituitary gland volume development during late childhood

Authors: Farrow, Paige, Simmons, Julian G., Pozzi, Elena, Díaz-Arteche, Carmela, Richmond, Sally, Bray, Katherine, Schwartz, Orli, Whittle, Sarah ^*

Source: In Psychoneuroendocrinology December 2020 122

Biological therapy in pediatric age

Authors: Penagini, Francesca ^*, Cococcioni, Lucia, Pozzi, Elena, Dilillo, Dario, Rendo, Giulia, Mantegazza, Cecilia, Zuccotti, Gian Vincenzo

Source: In Pharmacological Research November 2020 161

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The Influence of Maternal Parenting Style on the Neural Correlates of Emotion Processing in Children

Authors: Pozzi, Elena, Simmons, Julian G., Bousman, Chad A., Vijayakumar, Nandita, Bray, Katherine O., Dandash, Orwa, Richmond, Sally, Schwartz, Orli, Seal, Marc, Sheeber, Lisa, Yap, Marie B.H., Allen, Nicholas B., Whittle, Sarah L.

Source: In Journal of the American Academy of Child & Adolescent Psychiatry February 2020 59(2):274-282

Pubertal hormones predict sex-specific trajectories of pituitary gland volume during the transition from childhood to adolescence

Authors: Whittle, Sarah, Barendse, Marjolein, Pozzi, Elena, Vijayakumar, Nandita, Simmons, Julian G.

Source: In NeuroImage 1 January 2020 204

Interaction between hypothalamic-pituitary-adrenal axis genetic variation and maternal behavior in the prediction of amygdala connectivity in children

Authors: Pozzi, Elena, Bousman, Chad A., Simmons, Julian G., Vijayakumar, Nandita, Schwartz, Orli, Seal, Marc, Yap, Marie B.H., Allen, Nicholas B., Whittle, Sarah L.

Source: In NeuroImage 15 August 2019 197:493-501

Puberty and NeuroDevelopment in adolescents (PANDA): a study protocol.

Authors: Bray, Katherine O., Durbin, Olivia, Hartanto, Stephanie, Khetan, Muskan, Liontos, Daniel, Manuele, Sarah J., Zwaan, Isabel, Ganella, Despina, Herting, Megan M., Kim, Jee Hyun, O'Connell, Michele, Pozzi, Elena, Schwartz, Orli, Seal, Marc, Simmons, Julian, Vijayakumar, Nandita, Whittle, Sarah

Source: BMC Pediatrics; 11/26/2024, Vol. 24 Issue 1, p1-15, 15p

Subject Terms: FUNCTIONAL magnetic resonance imaging, MENTAL illness, ADVERSE childhood experiences, MAGNETIC resonance imaging, COVID-19 pandemic, ANXIETY disorders

Duodenal stenosis, an unusual presentation of eosinophilic gastroenteritis: a case report.

Authors: Di Mari, Clelia, Pozzi, Elena, Mantegazza, Cecilia, Destro, Francesca, Meroni, Milena, Coletta, Marina, Sorge, Andrea, Pelizzo, Gloria, Zuccotti, Gian Vincenzo

Source: Frontiers in Pediatrics; 2024, p1-7, 7p