Dr Nemanja Vaci

All publications

Journal articles

• Bilalic M, Graf M & Vaci N (2024) Computers and chess masters: The role of AI in transforming elite human performance. British Journal of Psychology. View this article in WRRO
• Bilalić M, Graf M & Vaci N (2023) The effect of COVID-19 on home advantage in high- and low-stake situations: Evidence from the European national football competitions. Psychology of Sport and Exercise, 69, 102492-102492.
• Graf M, Danek AH, Vaci N & Bilalić M (2023) Tracing cognitive processes in insight problem solving: using GAMs and change point analysis to uncover restructuring. Journal of Intelligence, 11(5).
• Li Z, Kormilitzin A, Fernandes M, Vaci N, Liu Q, Newby D, Goodday S, Smith T, Nevado-Holgado AJ & Winchester L (2022) Validation of UK Biobank data for mental health outcomes: A pilot study using secondary care electronic health records. International Journal of Medical Informatics, 160, 104704-104704.
• Liu Q, Vaci N, Koychev I, Kormilitzin A, Li Z, Cipriani A & Nevado-Holgado A (2022) Personalised treatment for cognitive impairment in dementia : development and validation of an artificial intelligence model. BMC Medicine, 20(1). View this article in WRRO
• Bilalić M, Gula B & Vaci N (2021) Home advantage mediated (HAM) by referee bias and team performance during covid. Scientific Reports, 11. View this article in WRRO
• Kormilitzin A, Vaci N, Liu Q & Nevado-Holgado A (2021) Med7: A transferable clinical natural language processing model for electronic health records. Artificial Intelligence in Medicine, 118.
• Mansfield KL, Newby D, Soneson E, Vaci N, Jindra C, Geulayov G, Gallacher J & Fazel M (2021) COVID‐19 partial school closures and mental health problems: A cross‐sectional survey of 11,000 adolescents to determine those most at risk. JCPP Advances, 1(2).
• Gula B, Vaci N, Alexandrowicz RW & Bilalić M (2021) Never too much—The benefit of talent to team performance in the National Basketball Association: comment on Swaab, Schaerer, Anicich, Ronay, and Galinsky (2014). Psychological Science, 32(2), 301-304. View this article in WRRO
• Koychev I, Vaci N, Moonen JE, Yaffe K, Nasrallah IM, Sidney S, Jindra C, Gallacher J & Launer LJ (2020) Impact of APOE4 and future family history on early adulthood cardiovascular risk: Results from a 30‐year cohort study. Alzheimer's & Dementia, 16(S10).
• Cocić D, Vaci N, Prieger R & Bilalić M (2020) Reading the future from body movements – anticipation in handball. Journal of Motor Behavior. View this article in WRRO
• Goodday SM, Kormilitzin A, Vaci N, Liu Q, Cipriani A, Smith T & Nevado-Holgado A (2020) Maximizing the use of social and behavioural information from secondary care mental health electronic health records. Journal of Biomedical Informatics. View this article in WRRO
• Senior M, Burghart M, Yu R, Kormilitzin A, Liu Q, Vaci N, Nevado-Holgado A, Pandit S, Zlodre J & Fazel S (2020) Identifying predictors of suicide in severe mental illness : a feasibility study of a clinical prediction rule (Oxford Mental Illness and Suicide tool or OxMIS). Frontiers in Psychiatry, 11. View this article in WRRO
• Koychev I, Vaci N, Bilgel M, An Y, Muniz GT, Wong DF, Gallacher J, Mogekhar A, Albert M & Resnick SM (2020) Prediction of rapid amyloid and phosphorylated‐Tau accumulation in cognitively healthy individuals. Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring, 12(1). View this article in WRRO
• Janssen O, Vos SJB, García‐Negredo G, Tochel C, Gustavsson A, Smith M, Ly A, Nelson M, Baldwin H, Sudlow C , Bexelius C et al (2020) Real‐world evidence in Alzheimer's disease : the ROADMAP Data Cube. Alzheimer's & Dementia: Journal of the Alzheimer's Association, 16(3), 461-471. View this article in WRRO
• Vaci N, Liu Q, Kormilitzin A, De Crescenzo F, Kurtulmus A, Harvey J, O'Dell B, Innocent S, Tomlinson A, Cipriani A & Nevado-Holgado A (2020) Natural language processing for structuring clinical text data on depression using UK-CRIS. Evidence Based Mental Health, 23(1), 21-26. View this article in WRRO
• Vaci N, Edelsbrunner P, Stern E, Neubauer A, Bilalić M & Grabner RH (2019) The joint influence of intelligence and practice on skill development throughout the life span. Proceedings of the National Academy of Sciences, 116(37), 18363-18369. View this article in WRRO
• Vaci N, Cocić D, Gula B & Bilalić M (2019) Large data and Bayesian modeling—aging curves of NBA players. Behavior Research Methods, 51(4), 1544-1564. View this article in WRRO
• Bilalić M, Graf M, Vaci N & Danek AH (2019) When the Solution Is on the Doorstep: Better Solving Performance, but Diminished Aha! Experience for Chess Experts on the Mutilated Checkerboard Problem. Cognitive Science, 43(8).
• Vaci N & Bilalić M (2017) Chess databases as a research vehicle in psychology : modeling large data. Behavior Research Methods, 49(4), 1227-1240. View this article in WRRO
• Vaci N, Radanovic J, Marmolejo-Ramos F & Milin P (2014) Comprehending negated action(s): embodiment perspective. COGNITIVE PROCESSING, 15(1), S71-S72.
• Vaci N, Gula B & Bilalic M () Covid-19 Pandemic as a Natural Experiment: The Case of Home Advantage in Sports. Current Directions in Psychological Science.
• Bilalić M, Gula B & Vaci N () Revising home advantage in sport – home advantage mediation (HAM) model. International Review of Sport and Exercise Psychology, 1-27.
• Stafford T & Vaci N () Maximizing the Potential of Digital Games for Understanding Skill Acquisition. Current Directions in Psychological Science, 096372142110578-096372142110578.
• Bilalić M, Graf M, Vaci N & Danek AH () The temporal dynamics of insight problem solving – restructuring might not always be sudden. Thinking & Reasoning, 1-37.
• Vaci N, Gula B & Bilalić M () Restricting range restricts conclusions. Frontiers in Psychology, 5. View this article in WRRO
• Vaci N, Koychev I, Kim C-H, Kormilitzin A, Liu Q, Lucas C, Dehghan A, Nenadic G & Nevado-Holgado A () Real-world effectiveness, its predictors and onset of action of cholinesterase inhibitors and memantine in dementia: retrospective health record study. The British Journal of Psychiatry, 1-7. View this article in WRRO
• Radanović J & Vaci N () Analiza vremena reakcije modelovanjem linearnih mešovitih efekata. Primenjena psihologija, 6(3), 311-332.
• Vaci N, Gula B & Bilalić M () Is age really cruel to experts? Compensatory effects of activity.. Psychology and Aging, 30(4), 740-754.

Chapters

• Rij JV, Vaci N, Wurm LH & Feldman LB (2020) Alternative quantitative methods in psycholinguistics: Implications for theory and design, Word Knowledge and Word Usage (pp. 83-126). De Gruyter View this article in WRRO
• Bilalić M, Conci A, Graf M & Vaci N (2017) The Neural Underpinnings of Expertise in Games, The Science of Expertise (pp. 182-199). Routledge
• Plomin R () The Science of Expertise In Hambrick DZ, Campitelli G & Macnamara BN (Ed.) Routledge

Conference proceedings papers

• Wang B, Wu Y, Vaci N, Liakata M, Lyons T & Saunders KEA (2021) Modelling paralinguistic properties in conversational speech to detect bipolar disorder and borderline personality disorder. ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp 7243-7247). Toronto, Ontario, Canada, 6 June 2021 - 11 June 2021.
• Kormilitzin A, Vaci N, Liu Q, Ni H, Nenadic G & Nevado-Holgado A (2020) An efficient representation of chronological events in medical texts. Proceedings of the 11th International Workshop on Health Text Mining and Information Analysis (pp 97-103)
• Kormilitzin A, Vaci N, Liu Q, Ni H, Nenadic G & Nevado-Holgado A (2020) An efficient representation of chronological events in medical texts. Proceedings of the 11th International Workshop on Health Text Mining and Information Analysis, November 2020 - November 2020.
• Koychev I, Vaci N, Bilgel M, Muniz GT, Gallacher J, Resnick S & Albert M (2019) 31 Prediction of emerging amyloid and tau pathology in cognitively healthy individuals: a longitudinal CSF study. Members’ POSTER Abstracts

Preprints

• Dede A, Xiao W, Vaci N, Cohen M & Milne E (2023) Lack of univariate, clinically-relevant biomarkers of autism in resting state EEG: a study of 776 participants, Research Square Platform LLC.
• Dede AJO, Xiao W, Vaci N, Cohen MX & Milne E (2023) Lack of univariate, clinically-relevant biomarkers of autism in resting state EEG: a study of 776 participants, Cold Spring Harbor Laboratory.
• Bilalic M, Gula B & Vaci N (2023) Revising Home Advantage in Sport – Home Advantage Mediation (HAM) Model, Center for Open Science.
• Bilalic M & Vaci N (2022) Bayesian Framework for Moderated Mediation Using Covid-19-caused Natural Experiment: Modeling Home Advantage in Soccer, Center for Open Science.
• Wang B, Wu Y, Vaci N, Liakata M, Lyons T & Saunders KEA (2021) Modelling Paralinguistic Properties in Conversational Speech to Detect Bipolar Disorder and Borderline Personality Disorder, arXiv.
• Kormilitzin A, Vaci N, Liu Q, Ni H, Nenadic G & Nevado-Holgado A (2020) An efficient representation of chronological events in medical texts, arXiv.
• Kormilitzin A, Vaci N, Liu Q & Nevado-Holgado A (2020) Med7: a transferable clinical natural language processing model for electronic health records, arXiv.
• Bilalic M, Graf M & Vaci N () The Effect of COVID-19 on Home Advantage in High-stake Situations: The Case of EURO 20, Center for Open Science.
• Bilalic M, Gula B & Vaci N () The (Missing) 12th Man: Home Advantage Mediated (HAM) by Referee Bias and Team Performance During Covid, Center for Open Science.
• Stafford T & Vaci N () Maximizing the potential of digital games for understanding skill acquisition, Center for Open Science.
• Gula B, Vaci N, Alexandrowicz RW & Bilalic M () Never Too Much—The Benefit of Talent to Team Performance in the National Basketball Association: Comment on Swaab, Schaerer, Anicich, Ronay, and Galinsky (2014), Center for Open Science.