Stathis Gennatas, MBBS, PhD

Assistant Professor
Epidemiology & Biostatistics
Publications: 

Predicting the impact of proton beam therapy technology on pulmonary toxicities for locally advanced lung cancer patients enrolled on the Proton Collaborative Group prospective clinical trial.

International journal of radiation oncology, biology, physics

Valdes G, Scholey J, Nano T, Gennatas ED, Mohindra P, Mohammed N, Zeng J, Kotesha RD, Rosen LR, Chang J, Tsai HK, Urbanic JJ, Vargas CE, Yu NY, Ungar LH, Eaton E, Simone CB

Predictors of All-Cause 30-Day Readmissions in Patients with Heart Failure at an Urban Safety Net Hospital: The Importance of Social Determinants of Health and Mental Health.

American journal of medicine open

Steverson AB, Marano PJ, Chen C, Ma Y, Stern RJ, Feng J, Gennatas ED, Marks JD, Durstenfeld MS, Davis JD, Hsue PY, Zier LS

Predicting Post-Liver Transplant Outcomes in Patients with Acute-on-Chronic Liver Failure using Expert-Augmented Machine Learning.

American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons

Ge J, Digitale JC, Fenton C, McCulloch CE, Lai JC, Pletcher MJ, Gennatas ED

Association of SARS-CoV-2 nucleocapsid viral antigen and the receptor for advanced glycation end products with development of severe disease in patients presenting to the emergency department with COVID-19.

Frontiers in immunology

Matthay ZA, Fields AT, Wick KD, Jones C, Lane HC, Herrera K, Nu?ez-Garcia B, Gennatas E, Hendrickson CM, Kornblith AE, Matthay MA, Kornblith LZ, COVID-19 Associated Coagulopathy Inflammation Thrombosis (Co-ACIT) Study Group

Representational Gradient Boosting: Backpropagation in the Space of Functions.

IEEE transactions on pattern analysis and machine intelligence

Valdes G, Friedman J, Jiang F, Gennatas E

The Conditional Super Learner.

IEEE transactions on pattern analysis and machine intelligence

Valdes G, Interian Y, Gennatas E, Van der Laan M

Underinsurance And Multiple Surgical Treatments for Kidney Stones.

Urology

Bayne D, Hicks CR, Srirangapatanam S, Armas-Phan M, Maru J, Gennatas E, Allen IE, Seligman H, Stoller M, Suskind A, Chi TL

Serine, N-acetylaspartate differentiate adolescents with juvenile idiopathic arthritis compared with healthy controls: a metabolomics cross-sectional study.

Pediatric rheumatology online journal

Lewis KA, Osier N, Carrasco R, Chiou J, Carter P, Garcia A, Flowers E, Gennatas ED, Nguyen C, Rana A, Brown SA, Tiziani S

Effectiveness of Adding a Mask Recommendation to Other Public Health Measures.

Annals of internal medicine

Spinelli MA, Glidden DV, Gennatas ED, Rutherford GW, Gandhi M

Importance of non-pharmaceutical interventions in lowering the viral inoculum to reduce susceptibility to infection by SARS-CoV-2 and potentially disease severity.

The Lancet. Infectious diseases

Spinelli MA, Glidden DV, Gennatas ED, Bielecki M, Beyrer C, Rutherford G, Chambers H, Goosby E, Gandhi M

Structural and Functional Brain Parameters Related to Cognitive Performance Across Development: Replication and Extension of the Parieto-Frontal Integration Theory in a Single Sample.

Cerebral cortex (New York, N.Y. : 1991)

Gur RC, Butler ER, Moore TM, Rosen AFG, Ruparel K, Satterthwaite TD, Roalf DR, Gennatas ED, Bilker WB, Shinohara RT, Port A, Elliott MA, Verma R, Davatzikos C, Wolf DH, Detre JA, Gur RE

Reply to Nock and Nielsen: On the work of Nock and Nielsen and its relationship to the additive tree.

Proceedings of the National Academy of Sciences of the United States of America

Valdes G, Luna JM, Gennatas ED, Ungar LH, Eaton E, Diffenderfer ES, Jensen ST, Simone CB, Friedman JH, Solberg TD

Expert-augmented machine learning.

Proceedings of the National Academy of Sciences of the United States of America

Gennatas ED, Friedman JH, Ungar LH, Pirracchio R, Eaton E, Reichmann LG, Interian Y, Luna JM, Simone CB, Auerbach A, Delgado E, van der Laan MJ, Solberg TD, Valdes G

Building more accurate decision trees with the additive tree.

Proceedings of the National Academy of Sciences of the United States of America

Luna JM, Gennatas ED, Ungar LH, Eaton E, Diffenderfer ES, Jensen ST, Simone CB, Friedman JH, Solberg TD, Valdes G

Integrated models incorporating radiologic and radiomic features predict meningioma grade, local failure, and overall survival.

Neuro-oncology advances

Morin O, Chen WC, Nassiri F, Susko M, Magill ST, Vasudevan HN, Wu A, Vallières M, Gennatas ED, Valdes G, Pekmezci M, Alcaide-Leon P, Choudhury A, Interian Y, Mortezavi S, Turgutlu K, Bush NAO, Solberg TD, Braunstein SE, Sneed PK, Perry A, Zadeh G, McDermott MW, Villanueva-Meyer JE, Raleigh DR

Dopamine receptor D4 (DRD4) polymorphisms with reduced functional potency intensify atrophy in syndrome-specific sites of frontotemporal dementia.

NeuroImage. Clinical

Butler PM, Chiong W, Perry DC, Miller ZA, Gennatas ED, Brown JA, Pasquini L, Karydas A, Dokuru D, Coppola G, Sturm VE, Boxer AL, Gorno-Tempini ML, Rosen HJ, Kramer JH, Miller BL, Seeley WW

Preoperative and postoperative prediction of long-term meningioma outcomes.

PloS one

Gennatas ED, Wu A, Braunstein SE, Morin O, Chen WC, Magill ST, Gopinath C, Villaneueva-Meyer JE, Perry A, McDermott MW, Solberg TD, Valdes G, Raleigh DR

Deep nets vs expert designed features in medical physics: An IMRT QA case study.

Medical physics

Interian Y, Rideout V, Kearney VP, Gennatas E, Morin O, Cheung J, Solberg T, Valdes G

Quantitative assessment of structural image quality.

NeuroImage

Rosen AFG, Roalf DR, Ruparel K, Blake J, Seelaus K, Villa LP, Ciric R, Cook PA, Davatzikos C, Elliott MA, Garcia de La Garza A, Gennatas ED, Quarmley M, Schmitt JE, Shinohara RT, Tisdall MD, Craddock RC, Gur RE, Gur RC, Satterthwaite TD

Sex differences in estimated brain metabolism in relation to body growth through adolescence.

Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism

Vandekar SN, Shou H, Satterthwaite TD, Shinohara RT, Merikangas AK, Roalf DR, Ruparel K, Rosen A, Gennatas ED, Elliott MA, Davatzikos C, Gur RC, Gur RE, Detre JA

Age-Related Effects and Sex Differences in Gray Matter Density, Volume, Mass, and Cortical Thickness from Childhood to Young Adulthood.

The Journal of neuroscience : the official journal of the Society for Neuroscience

Gennatas ED, Avants BB, Wolf DH, Satterthwaite TD, Ruparel K, Ciric R, Hakonarson H, Gur RE, Gur RC

Patterns of Individual Variation in Visual Pathway Structure and Function in the Sighted and Blind.

PloS one

Aguirre GK, Datta R, Benson NC, Prasad S, Jacobson SG, Cideciyan AV, Bridge H, Watkins KE, Butt OH, Dain AS, Brandes L, Gennatas ED

Elevated Amygdala Perfusion Mediates Developmental Sex Differences in Trait Anxiety.

Biological psychiatry

Kaczkurkin AN, Moore TM, Ruparel K, Ciric R, Calkins ME, Shinohara RT, Elliott MA, Hopson R, Roalf DR, Vandekar SN, Gennatas ED, Wolf DH, Scott JC, Pine DS, Leibenluft E, Detre JA, Foa EB, Gur RE, Gur RC, Satterthwaite TD

Dominant hemisphere lateralization of cortical parasympathetic control as revealed by frontotemporal dementia.

Proceedings of the National Academy of Sciences of the United States of America

Guo CC, Sturm VE, Zhou J, Gennatas ED, Trujillo AJ, Hua AY, Crawford R, Stables L, Kramer JH, Rankin K, Levenson RW, Rosen HJ, Miller BL, Seeley WW

Common and Dissociable Mechanisms of Executive System Dysfunction Across Psychiatric Disorders in Youth.

The American journal of psychiatry

Shanmugan S, Wolf DH, Calkins ME, Moore TM, Ruparel K, Hopson RD, Vandekar SN, Roalf DR, Elliott MA, Jackson C, Gennatas ED, Leibenluft E, Pine DS, Shinohara RT, Hakonarson H, Gur RC, Gur RE, Satterthwaite TD

The impact of quality assurance assessment on diffusion tensor imaging outcomes in a large-scale population-based cohort.

NeuroImage

Roalf DR, Quarmley M, Elliott MA, Satterthwaite TD, Vandekar SN, Ruparel K, Gennatas ED, Calkins ME, Moore TM, Hopson R, Prabhakaran K, Jackson CT, Verma R, Hakonarson H, Gur RC, Gur RE

Connectome-wide network analysis of youth with Psychosis-Spectrum symptoms.

Molecular psychiatry

Satterthwaite TD, Vandekar SN, Wolf DH, Bassett DS, Ruparel K, Shehzad Z, Craddock RC, Shinohara RT, Moore TM, Gennatas ED, Jackson C, Roalf DR, Milham MP, Calkins ME, Hakonarson H, Gur RC, Gur RE

Impact of puberty on the evolution of cerebral perfusion during adolescence.

Proceedings of the National Academy of Sciences of the United States of America

Satterthwaite TD, Shinohara RT, Wolf DH, Hopson RD, Elliott MA, Vandekar SN, Ruparel K, Calkins ME, Roalf DR, Gennatas ED, Jackson C, Erus G, Prabhakaran K, Davatzikos C, Detre JA, Hakonarson H, Gur RC, Gur RE

Linked Sex Differences in Cognition and Functional Connectivity in Youth.

Cerebral cortex (New York, N.Y. : 1991)

Satterthwaite TD, Wolf DH, Roalf DR, Ruparel K, Erus G, Vandekar S, Gennatas ED, Elliott MA, Smith A, Hakonarson H, Verma R, Davatzikos C, Gur RE, Gur RC

Functional maturation of the executive system during adolescence.

The Journal of neuroscience : the official journal of the Society for Neuroscience

Satterthwaite TD, Wolf DH, Erus G, Ruparel K, Elliott MA, Gennatas ED, Hopson R, Jackson C, Prabhakaran K, Bilker WB, Calkins ME, Loughead J, Smith A, Roalf DR, Hakonarson H, Verma R, Davatzikos C, Gur RC, Gur RE

Heterogeneous impact of motion on fundamental patterns of developmental changes in functional connectivity during youth.

NeuroImage

Satterthwaite TD, Wolf DH, Ruparel K, Erus G, Elliott MA, Eickhoff SB, Gennatas ED, Jackson C, Prabhakaran K, Smith A, Hakonarson H, Verma R, Davatzikos C, Gur RE, Gur RC

Intrinsic connectivity network disruption in progressive supranuclear palsy.

Annals of neurology

Gardner RC, Boxer AL, Trujillo A, Mirsky JB, Guo CC, Gennatas ED, Heuer HW, Fine E, Zhou J, Kramer JH, Miller BL, Seeley WW

COMT Val158Met genotype influences neurodegeneration within dopamine-innervated brain structures.

Neurology

Gennatas ED, Cholfin JA, Zhou J, Crawford RK, Sasaki DA, Karydas A, Boxer AL, Bonasera SJ, Rankin KP, Gorno-Tempini ML, Rosen HJ, Kramer JH, Weiner M, Miller BL, Seeley WW

Predicting regional neurodegeneration from the healthy brain functional connectome.

Neuron

Zhou J, Gennatas ED, Kramer JH, Miller BL, Seeley WW

TDP-43 subtypes are associated with distinct atrophy patterns in frontotemporal dementia.

Neurology

Rohrer JD, Geser F, Zhou J, Gennatas ED, Sidhu M, Trojanowski JQ, Dearmond SJ, Miller BL, Seeley WW

Network-level structural covariance in the developing brain.

Proceedings of the National Academy of Sciences of the United States of America

Zielinski BA, Gennatas ED, Zhou J, Seeley WW

Divergent network connectivity changes in behavioural variant frontotemporal dementia and Alzheimer's disease.

Brain : a journal of neurology

Zhou J, Greicius MD, Gennatas ED, Growdon ME, Jang JY, Rabinovici GD, Kramer JH, Weiner M, Miller BL, Seeley WW