Bilimsel çalışmalar

Doç. Dr. Gülay Taşcı

65 yayın. Her yayının yanında bilginin kaynağı yazar.

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  1. Explainable Rhythm-Resolved EEG for Retrospective Comparison of Psychiatric-Service Adults with Recorded Violent Offences and Non-Clinical Controls

    Diagnostics, 2026

    DOI 10.3390/diagnostics16213585 Açık erişimli tam metinKaynak: ORCID

  2. Artificial Intelligence in Healthcare: From Predictive Models to Generative, Multimodal, and Agentic AI

    Bioengineering, 2026

    DOI 10.3390/bioengineering13101175 PMID 42939030 Açık erişimli tam metinKaynak: ORCID

  3. PyramidPat explainable feature engineering for multiclass electroencephalography psychiatric disorders: Explainable feature engineering and classification

    Psychiatry Research, 2026

    DOI 10.1016/j.psychres.2026.117227 PMID 42176366 Açık erişimli tam metinKaynak: ORCID

  4. Anksiyete bozukluğu tanılı hastalarda sigara kullanımı, anksiyete düzeyi ve sigara bırakma motivasyonu arasındaki ilişki

    Turkish Journal of Tobacco Control, 2026

    DOI 10.64511/tjtc.2026.103 Açık erişimli tam metinKaynak: ORCID

  5. Sigara kullanan şizofreni hastalarında Monosit/HDL oranı ve klinik değişkenlerle ilişkisi

    Turkish Journal of Tobacco Control, 2026

    DOI 10.64511/tjtc.2026.100 Açık erişimli tam metinKaynak: ORCID

  6. DiagPat: An Explainable Language Detection Model Using EEG Signals

    Sensors, 2026

    DOI 10.3390/s26113363 PMID 42280883 Açık erişimli tam metinKaynak: ORCID

  7. Inflammatory and Metabolic Blood Parameters Associated with Aggression, Impulsivity, and Suicide Risk Among Male Patients with Antisocial Personality Disorder in a Forensic Psychiatry Unit in Turkey: A Cross-Sectional Comparative Study

    Diagnostics, 2026

    DOI 10.3390/diagnostics16060831 PMID 41897564 Açık erişimli tam metinKaynak: ORCID

  8. TriPat‑XFE: a triangle pattern‑based explainable feature engineering framework for EEG classification

    Neuroscience, 2026

    DOI 10.1016/j.neuroscience.2025.12.004 PMID 41354141 Açık erişimli tam metinKaynak: ORCID

  9. The relationship between substance craving and melatonin levels in patients with methamphetamine use disorder

    Journal of Psychiatric Research, 2026

    DOI 10.1016/j.jpsychires.2025.10.057 PMID 41172926 Kaynak: ORCID

  10. Schizophrenia in the age of artificial intelligence: A review of advances in diagnosis, prediction, and digital psychiatry

    World Journal of Psychiatry, 2026

    DOI 10.5498/wjp.v16.i5.116452 1 atıf (OpenAlex) Açık erişimli tam metinKaynak: OpenAlex

  11. Artificial intelligence for the diagnosis and treatment response prediction of obsessive-compulsive disorder: A narrative review

    World Journal of Psychiatry, 2026

    DOI 10.5498/wjp.118161 1 atıf (OpenAlex) Açık erişimli tam metinKaynak: OpenAlex

  12. Artificial intelligence and major depression: Toward mechanistic and clinically actionable models

    World Journal of Psychiatry, 2026

    DOI 10.5498/wjp.117452 1 atıf (OpenAlex) Açık erişimli tam metinKaynak: OpenAlex

  13. Second-to-fourth digit (2D:4D) ratio and criminal involvement in schizophrenia

    BMC Psychiatry, 2026

    DOI 10.1186/s12888-026-08048-3 PMID 41928187 Açık erişimli tam metinKaynak: OpenAlex

  14. Impulsivity and Aggression Levels in Patients with Schizophrenia and Bipolar Disorder in Forensic Psychiatric Services: Case-Control Study

    Turkiye Klinikleri Journal of Forensic Medicine and Forensic Sciences, 2026

    DOI 10.5336/forensic.2025-116726 Açık erişimli tam metinKaynak: OpenAlex

  15. Emergency environmental sound classification using TrianglePat: a self-organized feature engineering framework

    PeerJ Computer Science, 2026

    DOI 10.7717/peerj-cs.3789 Açık erişimli tam metinKaynak: OpenAlex

  16. OP-50 Anxiety And Aggression Levels In Patients With Bipolar Disorder With And Without Criminal Involvement

    Turkish Journal of Psychiatry, 2026

    DOI 10.5080/61upk.ozt467 Açık erişimli tam metinKaynak: OpenAlex

  17. TensorPat: Explainable artificial intelligence for EEG-based violence-stimulus classification

    Technology and Health Care, 2026

    DOI 10.1177/09287329261481705 PMID 42663982 Kaynak: OpenAlex

  18. FusedNeXt-based anxiety detection from electroencephalography topographic maps: A comparative analysis of alpha, beta, and theta bands

    World Journal of Psychiatry, 2026

    DOI 10.5498/wjp.123156 Açık erişimli tam metinKaynak: OpenAlex

  19. The effect of exercise added to diet in obesity treatment on psychological outcomes: A study on impulsivity, depression, hopelessness, and suicidal probability

    DergiPark (Istanbul University), 2026

    Açık erişimli tam metinKaynak: OpenAlex

  20. Inflammation in Schizophrenia Patients Involved and not Involved in Fault: NLR, PLR, MLR, and MPV

    Clinical and Experimental Health Sciences, 2025

    DOI 10.33808/clinexphealthsci.1498714 Açık erişimli tam metinKaynak: ORCID

  21. SEPoolConvNeXt: A Deep Learning Framework for Automated Classification of Neonatal Brain Development Using T1- and T2-Weighted MRI

    Journal of Clinical Medicine, 2025

    DOI 10.3390/jcm14207299 PMID 41156170 1 atıf (Europe PMC) Açık erişimli tam metinKaynak: ORCID

  22. Deep Learning-Based Detection of Depression and Suicidal Tendencies in Social Media Data with Feature Selection

    Behavioral Sciences, 2025

    DOI 10.3390/bs15030352 PMID 40150247 13 atıf (Europe PMC) Açık erişimli tam metinKaynak: ORCID

  23. Artificial Intelligence in Psychiatry: A Review of Biological and Behavioral Data Analyses

    Diagnostics, 2025

    DOI 10.3390/diagnostics15040434 PMID 40002587 32 atıf (Europe PMC) Açık erişimli tam metinKaynak: ORCID

  24. Zipper Pattern: An Investigation into Psychotic Criminal Detection Using EEG Signals

    Diagnostics, 2025

    DOI 10.3390/diagnostics15020154 PMID 39857038 5 atıf (Europe PMC) Açık erişimli tam metinKaynak: ORCID

  25. Novel accurate classification system developed using order transition pattern feature engineering technique with physiological signals

    Scientific Reports, 2025

    DOI 10.1038/s41598-025-00071-w PMID 40312463 5 atıf (OpenAlex) Açık erişimli tam metinKaynak: OpenAlex

  26. DCPat-XFE: an explainable EEG model for psychogenic nonepileptic seizure detection

    Cognitive Neurodynamics, 2025

    DOI 10.1007/s11571-025-10390-3 PMID 41383563 2 atıf (OpenAlex) Açık erişimli tam metinKaynak: OpenAlex

  27. Self-AttentionNeXt: Exploring schizophrenic optical coherence tomography image detection investigations

    World Journal of Psychiatry, 2025

    DOI 10.5498/wjp.v15.i9.108359 PMID 40933157 1 atıf (OpenAlex) Açık erişimli tam metinKaynak: OpenAlex

  28. A Comprehensive Study on Fine-Tuning Large Language Models for Medical Question Answering Using Classification Models and Comparative Analysis

    arXiv (Cornell University), 2025

    DOI 10.48550/arxiv.2501.17190 1 atıf (OpenAlex) Açık erişimli tam metinKaynak: OpenAlex

  29. Cardioish: Lead-Based Feature Extraction for ECG Signals

    Diagnostics, 2024

    DOI 10.3390/diagnostics14232712 PMID 39682620 2 atıf (Europe PMC) Açık erişimli tam metinKaynak: ORCID

  30. QuadTPat: Quadruple Transition Pattern-based explainable feature engineering model for stress detection using EEG signals

    Scientific Reports, 2024

    DOI 10.1038/s41598-024-78222-8 PMID 39516226 26 atıf (OpenAlex) Açık erişimli tam metinKaynak: OpenAlex

  31. Evaluation of peripheral inflammatory parameters of cases with suicide attempts

    Journal of Psychiatric Research, 2024

    DOI 10.1016/j.jpsychires.2024.05.021 PMID 38772127 7 atıf (OpenAlex) Kaynak: OpenAlex

  32. Adli psikiyatri servisinde takip edilen şizofreni tanılı hastaların saldırganlık, depresyon ve hastalık şiddeti ile bazı kan parametreleri arasındaki ilişkinin incelenmesi

    DergiPark (Istanbul University), 2024

    Açık erişimli tam metinKaynak: OpenAlex

  33. Attention TurkerNeXt: Investigations into Bipolar Disorder Detection Using OCT Images

    Diagnostics, 2023

    DOI 10.3390/diagnostics13223422 PMID 37998558 10 atıf (Europe PMC) Açık erişimli tam metinKaynak: ORCID

  34. Evaluation of Psychiatric Symptomatology, Quality of Life, and Caregiver Burden in Mothers and Children with Primary Immunodeficiency

    Allergologia et Immunopathologia, 2023

    DOI 10.15586/v51i6.927 PMID 37937495 7 atıf (OpenAlex) Açık erişimli tam metinKaynak: ORCID

  35. Misdiagnosis of Bipolar Disorder: Rare or Frequent?

    Genel Tıp Dergisi, 2023

    DOI 10.54005/geneltip.1178626 1 atıf (OpenAlex) Açık erişimli tam metinKaynak: ORCID

  36. Relationship between impulsivity, aggression and blood ghrelin, vitamin D, lipids levels in borderline personality disorder

    Cukurova Medical Journal, 2023

    DOI 10.17826/cumj.1243820 Açık erişimli tam metinKaynak: ORCID

  37. QT and P-Wave Dispersion of Patients with Antisocial Personality Disorder

    Journal of Contemporary Medicine, 2023

    DOI 10.16899/jcm.1224403 1 atıf (OpenAlex) Açık erişimli tam metinKaynak: ORCID

  38. Feelings of guilt, shame, and forgiveness of the detainees and convicts in a psychiatric prisoner’s service

    Family Practice and Palliative Care, 2023

    DOI 10.22391/fppc.1219568 Açık erişimli tam metinKaynak: ORCID

  39. A Potential Biomarker for Predicting Schizophrenia: Metallothionein-1

    Biomedicines, 2023

    DOI 10.3390/biomedicines11020590 PMID 36831126 8 atıf (Europe PMC) Açık erişimli tam metinKaynak: ORCID

  40. Monocyte/HDL Cholesterol Ratios as a New Inflammatory Marker in Patients with Schizophrenia

    Journal of Personalized Medicine, 2023

    DOI 10.3390/jpm13020276 PMID 36836510 13 atıf (Europe PMC) Açık erişimli tam metinKaynak: ORCID

  41. Low oxytocin levels in schizophrenia patients involved in crime and the relationship of these levels to aggression, empathy and forgiveness

    The Journal of Forensic Psychiatry & Psychology, 2023

    DOI 10.1080/14789949.2022.2156378 4 atıf (OpenAlex) Kaynak: ORCID

  42. Automated accurate detection of depression using twin Pascal’s triangles lattice pattern with EEG Signals

    Knowledge-Based Systems, 2023

    DOI 10.1016/j.knosys.2022.110190 97 atıf (OpenAlex) Açık erişimli tam metinKaynak: ORCID

  43. Automated schizophrenia detection model using blood sample scattergram images and local binary pattern

    Multimedia Tools and Applications, 2023

    DOI 10.1007/s11042-023-16676-0 26 atıf (OpenAlex) Açık erişimli tam metinKaynak: ORCID

  44. Examination of the Relationship between Peripheral Inflammation Markers and Impulsivity and Aggression in Schizophrenia Patients Involved and Not Involved in Crime

    Journal of Personalized Medicine, 2023

    DOI 10.3390/jpm13030475 PMID 36983657 9 atıf (Europe PMC) Açık erişimli tam metinKaynak: ORCID

  45. Inflammation in Major Depressive Disorder Patients with and without Attempted Suicide

    Clinical and Experimental Health Sciences, 2023

    DOI 10.33808/clinexphealthsci.1120081 5 atıf (OpenAlex) Açık erişimli tam metinKaynak: ORCID

  46. QLBP: Dynamic patterns-based feature extraction functions for automatic detection of mental health and cognitive conditions using EEG signals

    Chaos, Solitons & Fractals, 2023

    DOI 10.1016/j.chaos.2023.113472 36 atıf (OpenAlex) Açık erişimli tam metinKaynak: ORCID

  47. Quality of life in children with food allergies, psychiatric symptoms, and caregiving burden of their mothers

    Allergologia et Immunopathologia, 2023

    DOI 10.15586/aei.v51i5.860 PMID 37695230 4 atıf (Europe PMC) Açık erişimli tam metinKaynak: ORCID

  48. Relationship between psychiatric symptoms, childhood traumas, and types of crime of convicts in Elazig closed prisons

    Journal of Experimental and Clinical Medicine, 2023

    DOI 10.52142/omujecm.40.1.20 2 atıf (OpenAlex) Açık erişimli tam metinKaynak: OpenAlex

  49. Alexithymia and Forgiveness Levels of Forensic Psychiatric Patients

    Journal of Psychosocial Nursing and Mental Health Services, 2023

    DOI 10.3928/02793695-20231018-03 PMID 37879088 1 atıf (OpenAlex) Kaynak: OpenAlex

  50. Increased ghrelin and decreased leptin levels in patients with antisocial personality disorder

    Journal of Affective Disorders, 2022

    DOI 10.1016/j.jad.2022.08.048 PMID 36028010 5 atıf (Europe PMC) Açık erişimli tam metinKaynak: ORCID