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Adam M. Chekroud - Publications

Affiliations: 
Yale University, New Haven, CT 
Area:
Depression, Statistical Learning, Computational Neuroscience, Machine Learning, Prejudice
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30/46 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2024 Chekroud AM, Hawrilenko M, Loho H, Bondar J, Gueorguieva R, Hasan A, Kambeitz J, Corlett PR, Koutsouleris N, Krumholz HM, Krystal JH, Paulus M. Illusory generalizability of clinical prediction models. Science (New York, N.Y.). 383: 164-167. PMID 38207039 DOI: 10.1126/science.adg8538  0.414
2023 Ward EJ, Fragala MS, Birse CE, Hawrilenko M, Smolka C, Ambwani G, Brown M, Krystal JH, Corlett PR, Chekroud A. Assessing the impact of a comprehensive mental health program on frontline health service workers. Plos One. 18: e0294414. PMID 37988363 DOI: 10.1371/journal.pone.0294414  0.409
2022 Bondar J, Babich Morrow C, Gueorguieva R, Brown M, Hawrilenko M, Krystal JH, Corlett PR, Chekroud AM. Clinical and Financial Outcomes Associated With a Workplace Mental Health Program Before and During the COVID-19 Pandemic. Jama Network Open. 5: e2216349. PMID 35679044 DOI: 10.1001/jamanetworkopen.2022.16349  0.354
2020 Anderson KM, Collins MA, Kong R, Fang K, Li J, He T, Chekroud AM, Yeo BTT, Holmes AJ. Convergent molecular, cellular, and cortical neuroimaging signatures of major depressive disorder. Proceedings of the National Academy of Sciences of the United States of America. PMID 32958675 DOI: 10.1073/Pnas.2008004117  0.378
2020 Bondar J, Caye A, Chekroud AM, Kieling C. Symptom clusters in adolescent depression and differential response to treatment: a secondary analysis of the Treatment for Adolescents with Depression Study randomised trial. The Lancet. Psychiatry. 7: 337-343. PMID 32199509 DOI: 10.1016/S2215-0366(20)30060-2  0.388
2020 Borrione L, Bellini H, Razza LB, Avila AG, Baeken C, Brem AK, Busatto G, Carvalho AF, Chekroud A, Daskalakis ZJ, Deng ZD, Downar J, Gattaz W, Loo C, Lotufo PA, et al. Precision non-implantable neuromodulation therapies: a perspective for the depressed brain. Revista Brasileira De Psiquiatria (Sao Paulo, Brazil : 1999). PMID 32187319 DOI: 10.1590/1516-4446-2019-0741  0.373
2019 Rutledge RB, Chekroud AM, Huys QJ. Machine learning and big data in psychiatry: toward clinical applications. Current Opinion in Neurobiology. 55: 152-159. PMID 30999271 DOI: 10.1016/J.Conb.2019.02.006  0.306
2019 Chekroud AM, Cristea IA. Repetitive transcranial magnetic stimulation for depression. The Lancet. 393: 403. PMID 30712895 DOI: 10.1016/S0140-6736(18)32760-0  0.316
2019 Tang Y, Zhou Q, Chang M, Chekroud A, Gueorguieva R, Jiang X, Zhou Y, He G, Rowland M, Wang D, Fu S, Yin Z, Leng H, Wei S, Xu K, et al. Altered functional connectivity and low-frequency signal fluctuations in early psychosis and genetic high risk. Schizophrenia Research. PMID 30685394 DOI: 10.1016/J.Schres.2018.12.041  0.419
2019 Chekroud AM. A Mendelian Randomization Approach for Assessing the Relationship Between Physical Activity and Depression Jama Psychiatry. 76: 361-362. PMID 30673064 DOI: 10.1001/Jamapsychiatry.2018.3870  0.356
2018 Chekroud AM, Loho H, Paulus M, Krystal JH. PTSD and the War of Words. Chronic Stress (Thousand Oaks, Calif.). 2: 2470547018767387. PMID 32440582 DOI: 10.1177/2470547018767387  0.305
2018 Chekroud SR, Gueorguieva R, Zheutlin AB, Paulus M, Krumholz HM, Krystal JH, Chekroud AM. Physical activity and mental health - Author's reply. The Lancet. Psychiatry. PMID 30245184 DOI: 10.1016/S2215-0366(18)30354-7  0.398
2018 Chekroud SR, Chekroud AM. Efficacy of Resistance Exercise Training With Depressive Symptoms. Jama Psychiatry. PMID 30140903 DOI: 10.1001/Jamapsychiatry.2018.2084  0.312
2018 Chekroud SR, Gueorguieva R, Zheutlin AB, Paulus M, Krumholz HM, Krystal JH, Chekroud AM. Association between physical exercise and mental health in 1·2 million individuals in the USA between 2011 and 2015: a cross-sectional study. The Lancet. Psychiatry. PMID 30099000 DOI: 10.1016/S2215-0366(18)30227-X  0.409
2018 Chekroud AM, Foster D, Zheutlin AB, Gerhard DM, Roy B, Koutsouleris N, Chandra A, Esposti MD, Subramanyan G, Gueorguieva R, Paulus M, Krystal JH. Predicting Barriers to Treatment for Depression in a U.S. National Sample: A Cross-Sectional, Proof-of-Concept Study. Psychiatric Services (Washington, D.C.). appips201800094. PMID 29962307 DOI: 10.1176/Appi.Ps.201800094  0.536
2018 Zheutlin AB, Chekroud AM, Polimanti R, Gelernter J, Sabb FW, Bilder RM, Freimer N, London ED, Hultman CM, Cannon TD. Multivariate Pattern Analysis of Genotype-Phenotype Relationships in Schizophrenia. Schizophrenia Bulletin. PMID 29534239 DOI: 10.1093/Schbul/Sby005  0.45
2017 Chekroud AM, Loho H, Krystal JH. Mental illness and mental health. The Lancet. Psychiatry. 4: 276-277. PMID 28347431 DOI: 10.1016/S2215-0366(17)30088-3  0.402
2017 Krystal JH, Murray JD, Chekroud AM, Corlett PR, Yang G, Wang XJ, Anticevic A. Computational Psychiatry and the Challenge of Schizophrenia. Schizophrenia Bulletin. PMID 28338845 DOI: 10.1093/Schbul/Sbx025  0.422
2017 Chekroud AM, Gueorguieva R, Krumholz HM, Trivedi MH, Krystal JH, McCarthy G. Reevaluating the Efficacy and Predictability of Antidepressant Treatments: A Symptom Clustering Approach. Jama Psychiatry. PMID 28241180 DOI: 10.1001/Jamapsychiatry.2017.0025  0.595
2017 Gueorguieva R, Chekroud AM, Krystal JH. Trajectories of relapse in randomised, placebo-controlled trials of treatment discontinuation in major depressive disorder: an individual patient-level data meta-analysis. The Lancet. Psychiatry. PMID 28189575 DOI: 10.1016/S2215-0366(17)30038-X  0.532
2017 Zheutlin AB, Jeffries CD, Perkins DO, Chung Y, Chekroud AM, Addington J, Bearden CE, Cadenhead KS, Cornblatt BA, Mathalon DH, McGlashan TH, Seidman LJ, Walker EF, Woods SW, Tsuang M, et al. The Role of microRNA Expression in Cortical Development During Conversion to Psychosis. Neuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology. PMID 28186095 DOI: 10.1038/Npp.2017.34  0.441
2017 Zheutlin A, Jeffries C, Perkins D, Chung Y, Chekroud A, Addington J, Bearden C, Cadenhead K, Cornblatt B, Mathalon D, McGlashan T, Seidman LJ, Walker E, Woods S, Tsuang M, et al. SU96. The Role of MicroRNA Expression in Cortical Development During Conversion to Psychosis Schizophrenia Bulletin. 43: S196-S196. DOI: 10.1093/Schbul/Sbx024.092  0.404
2016 Chekroud AM, Anand G, Yong J, Pike M, Bridge H. Altered functional brain connectivity in children and young people with opsoclonus-myoclonus syndrome. Developmental Medicine and Child Neurology. PMID 27658927 DOI: 10.1111/Dmcn.13262  0.515
2016 Koutsouleris N, Kahn RS, Chekroud AM, Leucht S, Falkai P, Wobrock T, Derks EM, Fleischhacker WW, Hasan A. Multisite prediction of 4-week and 52-week treatment outcomes in patients with first-episode psychosis: a machine learning approach. The Lancet. Psychiatry. PMID 27569526 DOI: 10.1016/S2215-0366(16)30171-7  0.359
2016 Chekroud AM, Zotti RJ, Shehzad Z, Gueorguieva R, Johnson MK, Trivedi MH, Cannon TD, Krystal JH, Corlett PR. Cross-trial prediction of treatment outcome in depression: a machine learning approach. The Lancet. Psychiatry. PMID 26803397 DOI: 10.1016/S2215-0366(15)00471-X  0.7
2016 Chekroud A, Zotti R, Shehzad Z, Gueorguieva R, Johnson M, Trivedi M, Cannon T, Krystal J, Corlett P. Cross-trial prediction of treatment outcomes in depression F1000research. 5. DOI: 10.7490/F1000Research.1111949.1  0.694
2015 Chekroud AM, Krystal JH. Personalised pharmacotherapy: an interim solution for antidepressant treatment? Bmj (Clinical Research Ed.). 350: h2502. PMID 25976040 DOI: 10.1136/Bmj.H2502  0.503
2015 Chekroud AM. Unifying treatments for depression: an application of the Free Energy Principle. Frontiers in Psychology. 6: 153. PMID 25750630 DOI: 10.3389/Fpsyg.2015.00153  0.369
2015 Anand G, Bridge H, Rackstraw P, Chekroud AM, Yong J, Stagg CJ, Pike M. Cerebellar and cortical abnormalities in paediatric opsoclonus-myoclonus syndrome. Developmental Medicine and Child Neurology. 57: 265-72. PMID 25290446 DOI: 10.1111/Dmcn.12594  0.525
2014 Chekroud AM, Everett JA, Bridge H, Hewstone M. A review of neuroimaging studies of race-related prejudice: does amygdala response reflect threat? Frontiers in Human Neuroscience. 8: 179. PMID 24734016 DOI: 10.3389/Fnhum.2014.00179  0.516
Low-probability matches (unlikely to be authored by this person)
2018 Amin MF, Plis SM, Chekroud A, Hjelm D, Damaraju E, Lee HJ, Bustillo JR, Cho K, Pearlson GD, Calhoun VD. Reading the (functional) writing on the (structural) wall: Multimodal fusion of brain structure and function via a deep neural network based translation approach reveals novel impairments in schizophrenia. Neuroimage. PMID 30055372 DOI: 10.1016/J.Neuroimage.2018.07.047  0.287
2018 Chekroud A. T107. Why Validation Matters: A Demonstration Predicting Antipsychotic Response Using 5 Rcts Schizophrenia Bulletin. 44. DOI: 10.1093/Schbul/Sby016.383  0.261
2019 Chekroud AM, Trugerman A. The Opportunity for Exercise to Improve Population Mental Health. Jama Psychiatry. PMID 31483446 DOI: 10.1001/Jamapsychiatry.2019.2282  0.242
2017 Chekroud AM. Bigger Data, Harder Questions-Opportunities Throughout Mental Health Care. Jama Psychiatry. PMID 29094160 DOI: 10.1001/Jamapsychiatry.2017.3333  0.238
2020 Browning M, Carter CS, Chatham C, Den Ouden H, Gillan CM, Baker JT, Chekroud AM, Cools R, Dayan P, Gold J, Goldstein RZ, Hartley CA, Kepecs A, Lawson RP, Mourao-Miranda J, et al. Realizing the Clinical Potential of Computational Psychiatry: Report From the Banbury Center Meeting, February 2019. Biological Psychiatry. PMID 32113656 DOI: 10.1016/J.Biopsych.2019.12.026  0.234
2021 Chekroud AM, Bondar J, Delgadillo J, Doherty G, Wasil A, Fokkema M, Cohen Z, Belgrave D, DeRubeis R, Iniesta R, Dwyer D, Choi K. The promise of machine learning in predicting treatment outcomes in psychiatry. World Psychiatry : Official Journal of the World Psychiatric Association (Wpa). 20: 154-170. PMID 34002503 DOI: 10.1002/wps.20882  0.23
2016 Chekroud AM, Ward EJ, Rosenberg MD, Holmes AJ. Patterns in the human brain mosaic discriminate males from females. Proceedings of the National Academy of Sciences of the United States of America. PMID 26984491 DOI: 10.1073/Pnas.1523888113  0.225
2018 Kolling N, Scholl J, Chekroud A, Trier HA, Rushworth MFS. Prospection, Perseverance, and Insight in Sequential Behavior. Neuron. 99: 1069-1082.e7. PMID 30189202 DOI: 10.1016/J.Neuron.2018.08.018  0.223
2018 Chekroud AM. Anticipating Suicide Will Be Hard, But This Is Progress. The American Journal of Psychiatry. 175: 921-922. PMID 30269536 DOI: 10.1176/Appi.Ajp.2018.18060714  0.218
2017 Chekroud AM, Lane CE, Ross DA. Computational Psychiatry: Embracing Uncertainty and Focusing on Individuals, Not Averages. Biological Psychiatry. 82: e45-e47. PMID 28838470 DOI: 10.1016/J.Biopsych.2017.07.011  0.214
2017 Ross DA, Boatright D, Nunez-Smith M, Jordan A, Chekroud A, Moore EZ. Differences in words used to describe racial and gender groups in Medical Student Performance Evaluations. Plos One. 12: e0181659. PMID 28792940 DOI: 10.1371/Journal.Pone.0181659  0.194
2018 Chekroud AM, Koutsouleris N. The perilous path from publication to practice Molecular Psychiatry. 23: 24-25. PMID 29112192 DOI: 10.1038/Mp.2017.227  0.176
2021 Goerigk SA, Padberg F, Chekroud A, Kambeitz J, Bühner M, Brunoni AR. Parsing the antidepressant effects of non-invasive brain stimulation and pharmacotherapy: A symptom clustering approach on ELECT-TDCS. Brain Stimulation. 14: 906-912. PMID 34048940 DOI: 10.1016/j.brs.2021.05.008  0.157
2021 Degli Esposti M, Ziauddeen H, Bowes L, Reeves A, Chekroud AM, Humphreys DK, Ford T. Trends in inpatient care for psychiatric disorders in NHS hospitals across England, 1998/99-2019/20: an observational time series analysis. Social Psychiatry and Psychiatric Epidemiology. PMID 34951652 DOI: 10.1007/s00127-021-02215-5  0.085
2022 Adkinson BD, Chekroud AM. Broadening the Use of Machine Learning in Psychiatry. Biological Psychiatry. 93: 4-5. PMID 36456077 DOI: 10.1016/j.biopsych.2022.10.006  0.075
2020 Chekroud A. How founding a company compares to graduate school. Nature. PMID 33495608 DOI: 10.1038/d41586-020-00219-w  0.01
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