Transdiagnostic psychiatry: a systematic review
Open accessAbstract
The usefulness of current psychiatric classification, which is based on ICD/DSM categorical diagnoses, remains questionable. A promising alternative has been put forward as the “transdiagnostic” approach. This is expected to cut across existing categorical diagnoses and go beyond them, to improve the way we classify and treat mental disorders. This systematic review explores whether self‐defining transdiagnostic research meets such high expectations. A multi‐step Web of Science literature search was performed according to an a priori protocol, to identify all studies that used the word “transdiagnostic” in their title, up to May 5, 2018. Empirical variables which indexed core characteristics were extracted, complemented by a bibliometric and conceptual analysis. A total of 111 studies were included. Most studies were investigating interventions, followed by cognition and psychological processes, and neuroscientific topics. Their samples ranged from 15 to 91,199 (median 148) participants, with a mean age from 10 to more than 60 (median 33) years. There were several methodological inconsistencies relating to the definition of the gold standard (DSM/ICD diagnoses), of the outcome measures and of the transdiagnostic approach. The quality of the studies was generally low and only a few findings were externally replicated. The majority of studies tested transdiagnostic features cutting across different diagnoses, and only a few tested new classification systems beyond the existing diagnoses. About one fifth of the studies were not transdiagnostic at all, because they investigated symptoms and not disorders, a single disorder, or because there was no diagnostic information. The bibliometric analysis revealed that transdiagnostic research largely restricted its focus to anxiety and depressive disorders. The conceptual analysis showed that transdiagnostic research is grounded more on rediscoveries than on true innovations, and that it is affected by some conceptual biases. To date, transdiagnostic approaches have not delivered a credible paradigm shift that can impact classification and clinical care. Practical “TRANSD”iagnostic recommendations are proposed here to guide future research in this field.
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The systematic review was performed following the PRISMA statement guidelines and the TRANSD recommendation to improve transdiagnostic research in psychiatry.
“We performed a systematic review following the PRISMA statement guidelines (Page et al., 2021) and the TRANSD recommendation to improve transdiagnostic research in psychiatry (Fusar-Poli, 2019; Fusar-Poli, Solmi, et al., 2019).”
From Predictive coding in neuropsychiatric disorders: a systematic transdiagnostic review. (2025) · cites this paper as Fusar-Poli, Solmi, et al., 2019
A systematic review and meta-analysis found a significant overlap in electrophysiological markers across ADHD, ASD, Tourette's syndrome, and obsessive-compulsive disorder.
“Furthermore, a systematic review and meta-analysis of electrophysiological correlates of performance monitoring in four common childhood disorders - attention-deficit/hyperactivity disorder (ADHD), autism spectrum disorder (ASD), Tourette's syndrome, and obsessive-compulsive disorder -found a significant overlap in electrophysiological markers across these disorders 13,14”
From Candidate diagnostic biomarkers for neurodevelopmental disorders in children and adolescents: a systematic review (2023) · cites this paper as [14]
The review’s table of included studies lists transdiagnostic neuroscience work, including visual evoked potentials, but does not report the claimed finding. Searches for Tourette’s syndrome, performance monitoring, and electrophysiological overlap found no passage addressing a significant overlap across ADHD, ASD, Tourette’s syndrome, and OCD. (LLM, conf=0.76)
Experimental — accuracy not yet measuredThere are frequently reporting inconsistencies (e.g., definition of the gold-standard DSM/ICD diagnoses, outcome measures, and type of transdiagnostic approach) and low quality of studies, with few findings externally replicated.
“First, there are frequently reporting inconsistencies (e.g., definition of the gold-standard DSM/ICD diagnoses, outcome measures, and type of transdiagnostic approach) and low quality of studies, with few findings externally replicated 211”
From Preventive psychiatry: a blueprint for improving the mental health of young people (2021) · cites this paper as [211]
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Age at onset of mental disorders worldwide: Large-scale meta-analysis of 192 epidemiological studies
Solmi, M., Radua, J., Olivola, M., Croce, E., Soardo, L., Salazar de Pablo, G., Il Shin, J., Kirkbride, J. B., Jones, P., Kim, J. H., et al. (2022) · Molecular Psychiatry · doi:10.1038/s41380-021-01161-7 · Cited by 3,835 · see citing works
“It also represents the most comprehensive approach, encompassing all ICD-11 diagnostic spectra for which we found eligible studies, allowing comparative transdiagnostic analyses across different categories of mental disorders [39, 40].”
BackgroundSelf-citationSolmi, M., Seitidis, G., Mavridis, D., Correll, C. U., Dragioti, E., Guimond, S., Tuominen, L. J., Dargél, A., Carvalho, A. F., Fornaro, M., et al. (2023) · Molecular Psychiatry · doi:10.1038/s41380-023-02138-4 · Cited by 605 · see citing works
Self-citationPreventive psychiatry: a blueprint for improving the mental health of young people
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Self-citationPrevention of Psychosis: Advances in Detection, Prognosis, and Intervention
Fusar-Poli, P., Salazar de Pablo, G., Correll, C. U., Meyer-Lindenberg, A., Millan, M. J., Borgwardt, S., Galderisi, S., Bechdolf, A., Pfennig, A., Kessing, L. V., et al. (2020) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2019.4779 · Cited by 476 · see citing works
Self-citationDu, Y., Fu, Z., Jing Sui (Beijing Normal University), my correct affiliation is beijing normal university, N. Q. U. O. S. A. T., Gao, S., Xing, Y., Lin, D., Salman, M. S., Rahaman, M. A., Abrol, A., Chen, J., et al. (2020) · NeuroImage Clinical · doi:10.1016/j.nicl.2020.102375 · Cited by 433 · see citing works
What is good mental health? A scoping review
Fusar-Poli, P., Salazar de Pablo, G., De Micheli, A., Nieman, D. H., Correll, C. U., Kessing, L. V., Pfennig, A., Bechdolf, A., Borgwardt, S., Arango, C., et al. (2020) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2019.12.105 · Cited by 356 · see citing works
“On the other hand, current youth mental health services are not engineered to target good mental health ( Fusar-Poli, 2019 ).”
BackgroundSelf-citationRisk and protective factors for mental disorders beyond genetics: an evidence‐based atlas
Arango, C., Dragioti, E., Solmi, M., Cortese, S., Domschke, K., Murray, R. M., Jones, P. B., Uher, R., Carvalho, A. F., Reichenberg, A., et al. (2021) · World Psychiatry · doi:10.1002/wps.20894 · Cited by 327 · see citing works
“Tortella-Feliu et al(6) Neurotic, stress-related and somatoform disorders 33 1 (1-4) 46 (22-82) 130 2000-2018”
BackgroundSelf-citationThe associations between screen time and mental health in adolescents: a systematic review
Santos, R. M. S., Mendes, C. G., Sen Bressani, G. Y., de Alcantara Ventura, S., de Almeida Nogueira, Y. J., de Miranda, D. M., & Romano-Silva, M. A. (2023) · BMC Psychology · doi:10.1186/s40359-023-01166-7 · Cited by 311 · see citing works
“Introduction Adolescence represents a phase of increased risk for the emergence of mental health problems [1, 2].”
BackgroundDavies, C., Segre, G., Estradé, A., Radua, J., De Micheli, A., Provenzani, U., Oliver, D., Salazar de Pablo, G., Ramella-Cravaro, V., Besozzi, M., et al. (2020) · The Lancet Psychiatry · doi:10.1016/s2215-0366(20)30057-2 · Cited by 301 · see citing works
Self-citationTreatment of eating disorders: A systematic meta-review of meta-analyses and network meta-analyses
Monteleone, A. M., Pellegrino, F., Croatto, G., Carfagno, M., Hilbert, A., Treasure, J. L., Wade, T. D., Bulik, C. M., Zipfel, S., Hay, P., et al. (2022) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2022.104857 · Cited by 297 · see citing works
Self-citationKim, J. H., Kim, J. Y., Lee, J., Jeong, G. H., Lee, E., Lee, S., Lee, K. H., Kronbichler, A., Stubbs, B., Solmi, M., et al. (2020) · The Lancet Psychiatry · doi:10.1016/s2215-0366(20)30312-6 · Cited by 258 · see citing works
Self-citationde Pablo, G. S., Studerus, E., Vaquerizo‐Serrano, J., Irving, J., Catalán, A., Oliver, D., Baldwin, H., Danese, A., Fazel, S., Steyerberg, E. W., et al. (2020) · Schizophrenia Bulletin · doi:10.1093/schbul/sbaa120 · Cited by 221 · see citing works
Self-citationEvidence-based umbrella review of 162 peripheral biomarkers for major mental disorders
Carvalho, A. F., Solmi, M., Sanches, M., Machado, M. O., Stubbs, B., Ajnakina, O., Sherman, C., Sun, Y. R., Liu, C. S., Brunoni, A. R., et al. (2020) · Translational Psychiatry · doi:10.1038/s41398-020-0835-5 · Cited by 204 · see citing works
Self-citationFusar-Poli, P. (2019) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2019.00355 · Cited by 218 · see citing works
Self-citationPsychological trauma as a transdiagnostic risk factor for mental disorder: an umbrella meta-analysis
Hogg, B., Gardoki-Souto, I., Valiente-Gómez, A., Rosa, A., Fortea, L., Raduà, J., Amann, B., & Moreno-Alcázar, A. (2022) · European Archives of Psychiatry and Clinical Neuroscience · doi:10.1007/s00406-022-01495-5 · Cited by 156 · see citing works
The Heterogeneity of Mental Health Assessment
Newson, J. J., Hunter, D., & Thiagarajan, T. C. (2020) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2020.00076 · Cited by 166 · see citing works
How Local and Global Metacognition Shape Mental Health
Seow, T. X. F., Rouault, M., Gillan, C. M., & Fleming, S. M. (2021) · Biological Psychiatry · doi:10.1016/j.biopsych.2021.05.013 · Cited by 159 · see citing works
CBT at the crossroads: the rise of transdiagnostic treatments.
Schaeuffele, C., Schulz, A., Knaevelsrud, C., Renneberg, B., & Boettcher, J. (2021) · International Journal of Cognitive Therapy · doi:10.1007/s41811-020-00095-2 · Cited by 150 · see citing works
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“As stress is a major transdiagnostic factor in psychiatry, and psychiatric disorders often co-occur and partly overlap, a transdiagnostic approach was chosen [28].”
Cortese, S., Solmi, M., Michelini, G., Bellato, A., Blanner, C., Canozzi, A., Eudave, L., Farhat, L. C., Højlund, M., Köhler‐Forsberg, O., et al. (2023) · World Psychiatry · doi:10.1002/wps.21037 · Cited by 147 · see citing works
“…of performance monitoring in four common childhood disorders – attention-deficit/hyperactivity disorder (ADHD), autism spectrum disorder (ASD), Tourette’s syndrome , and obsessive-compulsive disorder – found a significant overlap in electrophysiological markers across these disorders 13,14 .”
BackgroundSelf-citationRisk factors for eating disorders: an umbrella review of published meta-analyses
Solmi, M., Raduà, J., Stubbs, B., Ricca, V., Moretti, D., Busatta, D., Carvalho, A. F., Dragioti, E., Favaro, A., Monteleone, A. M., et al. (2020) · Brazilian Journal of Psychiatry · doi:10.1590/1516-4446-2020-1099 · Cited by 149 · see citing works
Self-citationBrandl, F., Weise, B., Bratec, S. M., Jassim, N., Ayala, D. H., Bertram, T., Ploner, M., & Sorg, C. (2022) · Neuropsychopharmacology · doi:10.1038/s41386-022-01271-y · Cited by 153 · see citing works
“This approach is ‘transdiagnostic’ since it respects current diagnostic categories of MDD, ANX, and CP (while acknowledging their limitations), but also looks for commonalities across these categories [39].”
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“While research on transdiagnostic approaches is still preliminary and does not yet allow for a paradigm shift in classification and clinical care [52,53], it is a promising alternative to the current categorical diagnose-based psychiatric classification.”
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Self-citationChemokine alterations in bipolar disorder: A systematic review and meta-analysis
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A shared neural basis underlying psychiatric comorbidity
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“The high prevalence of comorbid mental disorders suggests shared neurobiological origins among different psychopathologies 2 .”
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“A comprehensive transdiagnostic assessment in CHR-P individual is essential to inform preventive care.”
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“(40 ) This is crucial given recent evidence that a third of first episode psychosis cases do not evolve through a previous CHR-P stage.”
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“Therefore, to detect more individuals at risk for psychosis, it may be necessary to go beyond the CHR-P operationalization and to adopt a broader transdiagnostic approach (54) that cuts across psychopathological dimensions.”
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“This may be true but has not been tested yet in a way that would satisfy criteria for transdiagnostic research (104).”
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Self-citationEstablishing a clinical service to prevent psychosis: What, how and when? Systematic review
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Self-citationPsychedelic therapy's transdiagnostic effects: A research domain criteria (RDoC) perspective
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“These long-lasting effects across multiple domains strengthen the evidence base for brief transdiagnostic interventions [21] and indicate the potential for small but meaningful and sustained impact in low-resourced public health contexts [22].”
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“More research is also required using robust comparisons of transdiagnostic approaches (one approach for both the eating disorder psychopathology and co-occurring mental health conditions) compared to a specific diagnostic approach (Fusar-Poli et al., 2019).”
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Identification of transdiagnostic psychiatric disorder subtypes using unsupervised learning
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Diagnosis, prognosis, and treatment of brief psychotic episodes: a review and research agenda
Fusar‐Poli, P., de Pablo, G. S., Rajkumar, R. P., López‐Díaz, Á., Malhotra, S., Heckers, S., Lawrie, S. M., & Pillmann, F. (2021) · The Lancet Psychiatry · doi:10.1016/s2215-0366(21)00121-8 · Cited by 52 · see citing works
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“Therefore, a transdiagnostic approach (Fusar-Poli, 2019; Fusar-Poli et al., 2019c) which includes the CHR-P state as well as going beyond it, is essential to improve detection of psychosis risk in the larger scale.”
Self-citationLalousis, P. A., Schmaal, L., Wood, S. J., Reniers, R. L. E. P., Barnes, N. M., Chisholm, K., Griffiths, S. L., Stainton, A., Wen, J., Hwang, G., et al. (2022) · Biological Psychiatry · doi:10.1016/j.biopsych.2022.03.021 · Cited by 48 · see citing works
“A Kruskal322 Wallis H test showed that there is a statistically significant difference between the outer 323 cross-validation folds (CV2) BAC of the different models H(3)=22.”
Self-citationFusar‐Poli, P., Estradé, A., Esposito, C. M., Rosfort, R., Basadonne, I., Mancini, M., Stanghellini, G., Otaiku, J., Olanrele, O., Allen, L., et al. (2024) · World Psychiatry · doi:10.1002/wps.21189 · Cited by 49 · see citing works
“However, the retrieved papers frequently contained the recollection of individuals’ past histories, thus indexing the prodromal (often transdiagnostic) features predating a formal psychiatric diagnosis 24 .”
BackgroundSelf-citationThe role of emotion regulation in socially anxious children and adolescents: a systematic review
Golombek, K., Lidle, L. R., Tuschen‐Caffier, B., Schmitz, J., & Vierrath, V. (2019) · European Child & Adolescent Psychiatry · doi:10.1007/s00787-019-01359-9 · Cited by 53 · see citing works
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Disorder of Selfhood in Schizophrenia: A Symptom or a Gestalt?
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Self-citationAllesøe, R. L., Thompson, W. K., Bybjerg‐Grauholm, J., HOUGAARD, D. M., Nordentoft, M., Werge, T. M., Rasmussen, S., & Benros, M. E. (2022) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2022.4076 · Cited by 43 · see citing works
Prioritization of Psychopathological Symptoms and Clinical Characterization in Psychiatric Diagnoses
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TRANSD recommendations: improving transdiagnostic research in psychiatry
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Self-citationTanaka, M. (2025) · Biomedicines · doi:10.3390/biomedicines13010167 · Cited by 49 · see citing works
“Rather than grouping disorders solely by clinical symptom clusters, RDoC and HiTOP focus on core domains of functioning—such as cognition, emotion, and arousal—linked to measurable biological constructs, behavioral data, and neural circuits [258,259].”
Muñoz‐Navarro, R., Medrano, L. A., Limonero, J. T., González‐Blanch, C., Moriana, J. A., Ruiz‐Rodríguez, P., & Vindel, A. C. (2022) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.01.029 · Cited by 42 · see citing works
Antibiotic resistant bacteria: A bibliometric review of literature
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Antuña-Camblor, C., Gómez-Salas, F. J., Burgos-Julián, F. A., González-Vázquez, A., Juarros-Basterretxea, J., & Rodríguez-Díaz, F. J. (2024) · Clinical Psychology and Psychotherapy · doi:10.1002/cpp.2997 · Cited by 37 · see citing works
Fusar‐Poli, P., Oliver, D., Spada, G., Patel, R., Stewart, R. J., Dobson, R., & McGuire, P. K. (2019) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2019.00109 · Cited by 39 · see citing works
Self-citationPatten, R. V., Mulhauser, K. R. W., Austin, T. A., Bellone, J. A., Cotton, E., Chan, L. C. N., Twamley, E. W., Sawyer, K., & LaFrance, W. C., Jr. (2025) · Clinical Psychology Review · doi:10.1016/j.cpr.2025.102648 · Cited by 38 · see citing works
Exercise as a transdiagnostic intervention for improving mental health: An umbrella review
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Self-citationFusar‐Poli, P., Stringer, D., Durieux, A. M. S., Rutigliano, G., Bonoldi, I., Micheli, A. D., & Stahl, D. R. (2019) · Translational Psychiatry · doi:10.1038/s41398-019-0600-9 · Cited by 37 · see citing works
““transdiagnostic” (29) because it can be applied at scale across several ICD-10 index”
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“The identification of common underlying behavioral mechanisms suggests that interventions targeting these broad behaviors, rather than tailoring them to specific symptoms, may be beneficial for a greater number of individuals [25,26].”
Uher, R., Pavlová, B., Najafi, S., Adepalli, N., Ross, B., Vallis, E. H., Freeman, K., Parker, R. M. N., Propper, L., & Palaniyappan, L. K. (2024) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2024.105625 · Cited by 36 · see citing works
Wang, T., Oliver, D., Msosa, Y. J., Colling, C., Spada, G., Roguski, Ł., Folarin, A., Stewart, R. J., Roberts, A., Dobson, R., et al. (2020) · Journal of Visualized Experiments · doi:10.3791/60794 · Cited by 36 · see citing works
“…of at-risk individuals, we developed an automated, lifespan-inclusive (i.e., across all ages), transdiagnostic (i.e., across different diagnoses) 13 , clinically-based individualized risk calculator, which can detect individuals at-risk of psychosis in secondary mental health care at scale,…”
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Wen, J., Antoniades, M., Yang, Z., Hwang, G., Skampardoni, I., Wang, R., & Davatzikos, C. A. (2024) · Biological Psychiatry · doi:10.1016/j.biopsych.2024.04.017 · Cited by 34 · see citing works
Genesis, modelling and methodological remedies to autism heterogeneity
Rabot, J., Rødgaard, E.-M., Joober, R., Dumas, G., Bzdok, D., Bernhardt, B., Jacquemont, S., & Mottron, L. (2023) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2023.105201 · Cited by 31 · see citing works
EMDR Therapy as a Transdiagnostic Psychotherapy
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Psychological flexibility and cognitive-affective processes in young adults’ daily lives
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“Thus, ADHD and BPD may have shared neural substrates 90 apart from those behavioral similarities, indicating a transdiagnostic phenotype 91 following a common psychopathological pathway (7,26).”
BackgroundSantos‐Carrasco, D., & la Casa, L. G. D. (2023) · BMC Psychology · doi:10.1186/s40359-023-01253-9 · Cited by 29 · see citing works
“This model contributes to the understanding of psychopathological comorbidity, and allows the generalization of knowledge between disorders [2].”
BackgroundMethodFonseca‐Pedrero, E., Pérez‐Albéniz, A., Al‐Halabí, S., Lucas‐Molina, B., Sierra, J. O., Díez-Gómez, A., Pérez‐Sáenz, J., Inchausti, F., Valero-García, A. V., García, A. G., et al. (2023) · Clínica y Salud · doi:10.5093/clysa2023a3 · Cited by 32 · see citing works
Shared and distinct developmental pathways to ASD and ADHD phenotypes among infants at familial risk
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“Person-centered approaches better recognize the overlap of symptoms and may help explain some of the heterogeneity inherent to clinical classification systems (Fusar-Poli et al., 2019).”
BackgroundKim, H. S. A., Hodgins, D. C., Kim, B. B., & Wild, T. C. (2020) · Journal of Clinical Medicine · doi:10.3390/jcm9020334 · Cited by 29 · see citing works
“Yet, empirical studies testing transdiagnostic conceptualizations of disorders in general are rare, particularly in the addiction field [14].”
BackgroundSchirmbeck, F. N., van der Burg, N. C., Blankers, M., Vermeulen, J. M., McGuire, P. K., Valmaggia, L., Kempton, M. J., van der Gaag, M., Riecher‐Rössler, A., Bressan, R. A., et al. (2021) · Schizophrenia Bulletin · doi:10.1093/schbul/sbab088 · Cited by 29 · see citing works
Self-citationReal-world digital implementation of the Psychosis Polyrisk Score (PPS): A pilot feasibility study
Oliver, D., Spada, G., Englund, A., Chesney, E., Radua, J., Reichenberg, A., Uher, R., McGuire, P., & Fusar-Poli, P. (2020) · Schizophrenia Research · doi:10.1016/j.schres.2020.04.015 · Cited by 27 · see citing works
“This allows for transdiagnostic detection of individuals at risk for psychosis beyond the CHR-P approach (Fusar-Poli, 2019; Fusar-Poli et al., 2019c).”
Self-citationXie, J., Fang, P., Zhang, Z., Luo, R., & Dai, B. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.644882 · Cited by 27 · see citing works
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“This finding may be explained by the fact that physical health in patients with SMI is not influenced by any specific psychiatric diagnostic category but by certain psychopathological dimensions, supporting the importance of a transdiagnostic approach to mental health care (Reininghaus et al., 2019; Fusar-Poli et al.,…”
BackgroundTransdiagnostic psychiatry goes above and beyond classification
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Culturally diverse families of young children with ASD in Sweden: Parental explanatory models
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Co-occurring mental health symptoms and cognitive processes in trauma-exposed ASD adults
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Predictive coding in neuropsychiatric disorders: a systematic transdiagnostic review.
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“…this is the first systematic review to synthesize findings from case-control studies investigating predictive coding paradigms across different diagnostic clusters following the TRANSD recommendation to improve trans-diagnostic research in psychiatry (Fusar-Poli, 2019; Fusar-Poli et al., 2019).”
Self-citationVink, J. M., Treur, J. L., Pasman, J. A., & Schellekens, A. (2020) · American Journal of Medical Genetics Part B Neuropsychiatric Genetics · doi:10.1002/ajmg.b.32822 · Cited by 23 · see citing works
Ito, M., Horikoshi, M., Kato, N., Oe, Y., Fujisato, H., Yamaguchi, K., Nakajima, S., Miyamae, M., Toyota, A., Okumura, Y., et al. (2022) · Psychological Medicine · doi:10.1017/s0033291721005067 · Cited by 24 · see citing works
Păsărelu, C.-R., Dobrean, A., Andersson, G., & Zaharie, G. C. (2021) · Internet Interventions · doi:10.1016/j.invent.2021.100479 · Cited by 23 · see citing works
Transdiagnostic structural neuroimaging features in depression and psychosis: A systematic review
Lalousis, P. A., Wood, S. J., Reniers, R. L. E. P., Schmaal, L., Azam, H., Mazziota, A., Saeed, H., Wragg, C., & Upthegrove, R. (2023) · NeuroImage Clinical · doi:10.1016/j.nicl.2023.103388 · Cited by 21 · see citing works
Schäfer, S. K., Kunzler, A. M., Lindner, S., Broll, J., Stoll, M., Stoffers-Winterling, J. M., & Lieb, K. (2023) · European Journal of Psychotraumatology · doi:10.1080/20008066.2023.2196762 · Cited by 23 · see citing works
- Authors
- Fusar‐Poli, P., Solmi, M., Brondino, N., Davies, C., Chae, C., Politi, P., Borgwardt, S., Lawrie, S. M., Parnas, J., & McGuire, P.
- Affiliations
- King's College London (GB)
- University of Padua (IT)
- University of Pavia (IT)
- Pennsylvania State University (US)
- University of Basel (CH)
- University of Edinburgh (GB)
- University of Copenhagen (DK)
- ORCID
- Venue
- World Psychiatry
- Publisher
- Wiley
- Published
- 2019-05-06
- Volume
- 18
- Issue
- 2
- Pages
- 192-207
- ISSN
- 1723-8617 (ISSN-L)
- 2051-5545
- PMC
- PMC6502428
- OpenAlex
- W2944431228
- Cited by
- 409
- References
- 151
- Citations by year
- 2026: 59 · 2025: 70 · 2024: 48 · 2023: 52 · 2022: 52 · 2021: 67 · 2020: 40 · 2019: 20 · 2017: 1
- FWCI
- 6.68
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- World Psychiatry (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Research at the University of Copenhagen (University of Copenhagen) (publishedVersion, other-oa)
- Research Portal (King's College London) (submittedVersion, other-oa)
- Padua Research Archive (University of Padova) (submittedVersion)
- Funders
- King's College London
- Medical Research Council (MC_PC_16048)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Mental Health Research Topics
- Social Sciences › Psychology › Clinical Psychology › Personality Disorders and Psychopathology
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Keywords
- transdiagnostic psychiatry, psychiatric classification, DSM, ICD, mental illness, transdiagnostic features, anxiety disorders, depressive disorders, transdiagnostic treatment, research quality, research recommendations
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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