Miller CH, Sacchet MD, Gotlib IH (in press) Support vector machines and affective science. Emotion Review.
●Hamilton JP, ●Sacchet MD, Hjørnevik T, Chin FT, Shen B, Kämpe R, Park JH, Knutson BD, Williams LM, Borg N, Zaharchuk G, Camacho MC, Mackey S, Heilig M, Drevets W, Glover GH, Gambhir S, Gotlib IH (in press) Striatal dopamine deficits predict reductions in striatal functional connectivity in major depression: A concurrent 11C-raclopride positron emission tomography and functional magnetic resonance imaging investigation. Translational Psychiatry. ●contributed equally.
●Pines AR, ●Sacchet MD, Kullar M, Ma J, Williams LM (in press) Multi-unit relations among neural, self-report, and behavioral correlates of emotion regulation in comorbid depression and obesity. Scientific Reports.
LeWinn KZ, Strigo IA, Connolly CG, Ho TC, Tymofiyeva O, Sacchet MD, Weng HY, Henje-Blom E, Simmons AN, Yang TT (in press) An exploratory examination of reappraisal success in depressed adolescents: preliminary evidence of functional differences in cognitive control brain regions. Journal of Affective Disorders.
Kong X-Z, Mathias SR, Guadalupe T, ♦ENIGMA Laterality Working Group, Karolinska Schizophrenia Project (KaSP), Glahn DC, Franke B, Crivello F, Tzourio-Mazoyer N, Fisher SE, Thompson PM, Francks C (in press) Mapping cortical brain asymmetry in 17,141 healthy individuals worldwide via the ENIGMA Consortium. Proceedings of the National Academy of the United States of America. ♦member.
Kambeitz J, Cabral C, Sacchet MD, Gotlib IH, Zahn R, Serpa MH, Walter M, Falkai P, Koutsouleris N (in press) Importance of statistical methods for assessing performance and moderator effects in neuroimaging-based classification models. Biological Psychiatry.
Tymofiyeva O, Henje Blom E, Ho TC, LeWinn KZ, Connolly CG, Lin J, Lindqvist D, Wolkowitz OM, Sacchet MD, Epel ES, Han LKM, Yuan J, Bhandari S, Xu D, Yang TT (in press) High levels of mitochondrial DNA are associated with adolescent brain structural hypoconnectivity and increased anxiety but not depression. Journal of Affective Disorders.
Ellwood-Lowe ME, Hymphreys KL, Ordaz, SJ, Camacho CM, Sacchet MD, Gotlib IH (in press) Time-varying effects of income on hippocampal volume trajectories in adolescent girls. Developmental Cognitive Neuroscience 30:41-50.
Wu H, Miller KJ, Blumenfeld Z, Williams N, Ravikumar V, Lee K, Kakusa B, Sacchet MD, Wintermark M, Christoffel DJ, Rutt BK, Bronte-Stewart H, Knutson B, Malenka RC, Halpern C (2018) Closing the loop on impulsivity via nucleus accumbens delta band activity in mice and man. Proceedings of the National Academy of the United States of America 115(1):192-197.
Williams L, Pines A, Goldstein-Piekarski AN, Rosas LG, Kullar M, Sacchet MD, Gevaert O, Bailenson J, Lavori P, Dagum P, Wandell B, Correa C, Greenleaf W, Suppes T, Perry LM, Smyth JM, Lewis MA, Venditti EM, Snowden M, Simmons JM, Ma J (2018) The ENGAGE study: Integrating neuroimaging, virtual reality and smartphone sensing to understand self-regulation for managing depression and obesity in a precision medicine model. Behavior Research and Therapy 101:58-70.
Gu M, Hurd R, Noeske R, Baltusis L, Hancock R, Sacchet MD, Gotlib IH, Chin F, Spielman D (2018) GABA-editing with macromolecule suppression using an improved MEGA-SPECIAL sequence. Magnetic Resonance in Medicine 79:41–47.
●Ho TC, ●Sacchet MD, Connolly CG, Margulies DS, Tymofiyeva O, Paulus MP, Simmons AN, Gotlib IH, Yang TT (2017) Inflexible functional connectivity of the dorsal anterior cingulate cortex in adolescent major depressive disorder. Neuropsychopharmacology 42:2434–2445.
Zhu D, Riedel BC, Jahanshad N, Groenewold NA, Stein DJ, Gotlib IH, Sacchet MD, Dima D, Cole JH, Fu CHY, Walter H, Veer IM, Frodl T, Schmaal L, Veltman DJ, Thompson PM (2017) Classification of major depressive disorder via multi-site weighted LASSO model. Medical Image Computing and Computer Assisted Intervention (MICCAI) - Proceedings 159-167.
Petrov D, […] Sacchet MD, […] Thompson PA (2017) Machine Learning for Large-Scale Quality Control of 3D Shape Models in Neuroimaging. Machine Learning in Medical Imaging (MLMI) Workshop 371-378.
Colich NL, Ho TC, Ellwood-Lowe M, Foland-Ross LC, Sacchet MD, LeMoult JL, Gotlib IH (2017) Like mother like daughter: Putamen activation as a mechanism underlying intergenerational risk for depression. Social Cognitive and Affective Neuroscience 1480–1489.
●Goetz-Davis EG, ●Humphreys KL, McEwen LM, Sacchet MD, Camacho MC, MacIsaac JL, Lin D, Kobor MS, Gotlib IH (2017) Accelerated DNA methylation age in adolescent girls: Associations with elevated diurnal cortisol and reduced hippocampal volume. Translational Psychiatry 7:e1223.
Singh Kajal D, Braun C, Mellinger J, Sacchet MD, Ruiz S, Fetz E, Birbaumer N, Sitaram R (2017) Learned control of inter-hemispheric connectivity: Effects on bimanual motor performance. Human Brain Mapping 38:4353–4369.
Kambeitz J, Cabral C, Sacchet MD, Gotlib IH, Zahn R, Serpa MH, Walter M, Falkai P, Koutsouleris N (2017) Detecting neuroimaging biomarkers for depression: A meta-analysis of multivariate pattern recognition studies. Biological Psychiatry 82(5):330-338.
Schmaal L, [...], Sacchet MD, [...],for the ENIGMA major depressive disorder Working Group. (2017) Cortical abnormalities in adults and adolescents with major depression based on brain scans from 20 cohorts worldwide in the ENIGMA Major Depressive Disorder Working Group. Molecular Psychiatry 22(6):900-909.
Sacchet MD, Gotlib IH (2017) Myelination of the brain in major depressive disorder: An in vivo quantitative magnetic resonance imaging study. Scientific Reports 7:2200.
Van Lutterveld R, Houlihan S, Pal P, Sacchet MD, McFarlane-Blake C, Patel P, Sullivan JS, Ossadtchi A, Druker S, Bauer C, Brewer JA (2017) Source-space EEG neurofeedback links subjective experience with brain activity during effortless awareness meditation. NeuroImage 151:117-127.
Sacchet MD, ●Levy BJ, Hamilton JP, Maksimovskiy A, Hertel P, Anderson M, Joormann J, Wagner AD, Gotlib IH (2017) Cognitive and neural consequences of memory suppression in major depressive disorder. Cognitive, Affective, and Behavioral Neuroscience 17(1):77-93.
Zhu D, Li Q, Riedel B, Jahanshad N, Hibar DP, Veer IM, Walter H, Schmaal L, Veltman DJ, Grotegerd D, Dannlowski U, Sacchet MD, Gotlib IH, Ye J, Thompson PM (2017) Large-scale classification of major depressive disorder via distributed Lasso. Proceedings of SPIE—the International Symposium on Medical Information Processing and Analysis 101600Y.
Sacchet MD, Camacho MC, Livermore EE, Thomas EAC, Gotlib IH (2017) Accelerated aging of the putamen in major depressive disorder. Journal of Psychiatry and Neuroscience 42(1):160010.
Connolly CG, Ho TC, Henje Blom E, LeWinn KZ, Luna M, Mobayed NO, Sacchet MD, Tymofiyeva O, Weng HY, Paulus MP, Simmons AN, Yang TT (2017) Resting-state functional connectivity of the amygdala and longitudinal changes in depression severity in adolescent depression. Journal of Affective Disorders 207:86-94.
Tymofiyeva O, Connolly CG, Ho TC, Sacchet MD, Henje Blom E, LeWinn KZ, Xu D, Yang TT (2017) DTI-based connectome analysis of adolescents with major depressive disorder reveals hypoconnectivity of the right caudate. Journal of Affective Disorders 207:18-25.
Sacchet MD, Ho TC, Connolly CG, Tymofiyeva O, Lewinn KZ, Han LKM, Henje-Blom E, Tapert SF, Max JE, Frank GKW, Paulus MP, Simmons AN, Gotlib IH, Yang TT (2016) Large-scale hypoconnectivity between resting-state functional networks in unmedicated adolescent major depressive disorder. Neuropsychopharmacology 41(12):2951-2960.
Ellwood-Lowe ME, Sacchet MD, Gotlib IH (2016) The application of neuroimaging to social inequity and language disparity: A cautionary examination. Developmental Cognitive Neuroscience 22:1-8.
Sacchet MD, Gotlib IH (2016) Neurofeedback training and major depressive disorder: Recent developments and future directions. Expert Reviews in Neurotherapeutics 16(9):1003-1005.
Hamilton JP, Glover GH, Bagarino E, Chang C, Mackey S, Sacchet MD, Gotlib IH (2016) Effects of salience-network-node neurofeedback training on affective biases in major depressive disorder. Psychiatry Research: Neuroimaging 249:91-96.
Henje Blom E, Connolly CG, Ho TC, LeWinn KZ, Sacchet MD, Timofiyeva O, Weng HY, Yang TT (2016) The neuroscience and context of adolescent depression. Acta Paediatrica 105(4):358-365.
Ho TC, Zhang H, Sacchet MD, Weng H, Connolly CG, Henje Blom E, Han LKM, Mobayed NO, Yang TT (2016) Fusiform gyrus dysfunction is associated with perceptual processing efficiency to emotional faces in adolescent depression: A model-based approach. Frontiers in Psychology 7:40.
Sacchet MD, Foland-Ross LC, Gotlib IH (2016) Imaging genetics of depression. In Bigos KL, Hariri AR, Weinberger DR (Eds.), Imaging Genetics. New York: Oxford University Press.
●Henje Blom E, ●Han LK, Connolly CG, Ho TC, Lin J, LeWinn KZ, Simmons AN, Sacchet MD, Mobayed N, Luna ME, Paulus M, Epel ES, Blackburn EH, Wolkowitz OM, Yang TT (2015) Peripheral telomere length and hippocampal volume in adolescents with major depressive disorder. Translational Psychiatry 5:e676.
Miller C, Hamilton JP, Sacchet MD, Gotlib IH (2015) Meta-analysis of functional neuroimaging of major depressive disorder in youth. JAMA Psychiatry 72(10):1045-53.
Foland-Ross LC, ●Sacchet MD, Prasad G, Gilbert B, Thompson PM, Gotlib IH (2015) Cortical thickness predicts the first onset of major depression in adolescence. International Journal of Developmental Neuroscience 46:125-131
Sacchet MD, Livermore EE, Iglesias JE, Glover GH, Gotlib IH (2015) Subcortical volumes differentiate major depressive disorder, bipolar disorder, and remitted major depressive disorder. Journal of Psychiatric Research 68:91-98.
Sacchet MD, Prasad G, Foland-Ross LC, Thompson PM, Gotlib IH (2015) Support vector machine classification of major depressive disorder using diffusion-weighted neuroimaging and graph theory. Frontiers in Psychiatry 6:21.
Morelli S, Sacchet MD, Zaki J (2015) Common and distinct neural correlates of personal and vicarious reward: A quantitative meta-analysis. NeuroImage 112:244-253.
Chen MC, Ferrari L, Sacchet MD, Foland-Ross LC, Gotlib IH, Fuller PM, Arrigoni E, Lu J (2015) Identification of a direct pallidocortical pathway in rodents. European Journal of Neuroscience 41(6):748-759.
Sacchet MD, ●LaPlante RA, Wan Q, Pritchett DL, Lee AKC, Hämäläinen M, Moore CI, Kerr CE, Jones SR (2015) Attention drives synchronization of alpha and beta rhythms between right inferior frontal and primary sensory neocortex. Journal of Neuroscience 35(5):2074-2082.
Sacchet MD, Prasad G, Foland-Ross LC, Joshi SH, Hamilton JP, Thompson PM, Gotlib IH (2014) Structural abnormality of the corticospinal tract in major depressive disorder. Biology of Mood & Anxiety Disorders 4:8.
Foland-Ross LC, Hamilton JP, Sacchet MD, Furman D, Sherdell L, Gotlib IH (2014) Activation of medial prefrontal and posterior cingulate cortical regions during encoding of negative material predicts symptom worsening in major depression. NeuroReport 25(5):324-329.
Sacchet MD, Prasad G, Foland-Ross LC, Joshi SH, Hamilton JP, Thompson PM, Gotlib IH (2014) Characterizing white matter connectivity in major depressive disorder: Automated fiber quantification and maximum density paths. IEEE International Symposium on Biomedical Imaging 11:592-595.
Sacchet MD, Prasad G, Foland-Ross LC, Thompson PM, Gotlib IH (2014) Elucidating brain connectivity networks in major depressive disorder using classification-based scoring. IEEE International Symposium on Biomedical Imaging 11:246-249.
Capecelatro M, Sacchet MD, Hitchcock P, Britton W (2013) Major depression duration reduces appetitive word use: An elaborated verbal recall of emotional photographs. Journal of Psychiatric Research 47(6):809-815.
Sacchet MD, Knutson B (2013) Spatial smoothing systematically biases the location of reward-related brain activity. NeuroImage 66:270-277.
Kerr CE, Sacchet MD, Lazar S, Moore CI, Jones SR (2013) Mindfulness starts with the body: Somatosensory attention and cortical alpha rhythm modulation in mindfulness meditation. Frontiers in Human Neuroscience 7:12.
Sacchet MD, Mellinger J, Braun C, Sitaram R, Birbaumer N, Fetz E (2012) Volitional control of coherence in magnetoencephalographic signals. Frontiers in Neuroscience 6:189.
Wu CC, Sacchet MD, Knutson B (2012) Toward an affective neuroscience account of financial risk taking. Frontiers in Neuroscience 6:159.
Roberts-Wolfe D, Sacchet MD, Hastings E, Roth H, Britton B (2012) Mindfulness training alters emotional memory recall compared to active controls: Support for an emotional information processing model of mindfulness. Frontiers in Human Neuroscience 6:15.