Current Organizations / Institutes

The organizations/institutes from the scholar's latest article


Martin Rakusa has a total of 338 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Expert opinion on Alzheimer’s disease diagnostics and management in Central Eastern European countries representing 88 million population

    by Ninoslav Mimica, Laura Dumitrescu, Milica Gregorič Kramberger, Jakub Hort, Tibor Kovács, Katarina Popadić, Bogdan Ovidiu Popescu, Martin Rakuša, Konrad Rejdak, Peter Turčáni

  • Rare‐Variant Burden in Mitochondrial Parkinson's Disease

    by Martin Rakusa, Gaber Bergant, Borut Peterlin

  • Open Access

    Enrichment of Rare Variants in Nuclear-Encoded Mitochondrial Metabolism Genes in Patients with Early-Onset or Familial Parkinson’s Disease

    by Gaber Bergant, Vesna M. van Midden, Polina Tsygankova, Dorian Laslo, Valentino Rački, Dejan Georgiev, Eliša Papić, Marija Branković, Milena Janković, Marina Svetel, et al.

    Introduction: Parkinson’s disease (PD) is a prevalent neurodegenerative disorder, with several proposed pathogenic mechanisms. Given the established role of mitochondrial dysfunction in PD, this study seeks to investigate the enrichment of rare genetic variants tied to mitochondrial metabolism in cases of early-onset and familial PD. Methods: We performed a retrospective analysis on 248 early-onset and familial PD patients and 1622 control individuals. We assessed both pathway-level and gene-level burden of germline rare variants detected using exome sequencing in 467 nuclear genes related to mitochondrial metabolism. Results: Gene-set mutation burden analysis indicated an increased burden in genes associated with mtDNA maintenance. In addition, gene-level analysis identified a possible association between PD and rare variant burden in 14 mitochondrial metabolism-related genes under dominant or recessive inheritance models. Conclusions: Our findings support a potential contribution of rare germline variants affecting mitochondrial metabolism to the susceptibility in early-onset and familial PD.


  • Open Access

    AI4Hope: Advanced Care Planning and Virtual Reality for People with Dementia

    by Martin Rakusa, Aljaz Hölbl, Sofia Rakusa

    Background: AI4Hope is a research project integrating digital health interventions, including virtual reality (VR) and biosignal‐based care planning, to enhance dementia management and improve the quality of life of people with dementia (PWD). Successful implementation of these technologies requires understanding healthcare professionals’ perspectives and readiness for adoption. This study evaluates the feasibility of advanced care planning and VR as supportive tools in dementia care. Method: Nurses working in neurological and psychiatric wards, all actively caring for patients with cognitive impairment and dementia, were included. A nine‐question survey assessed current care resources, the role of VR in cognitive engagement and stress reduction, and ethical considerations such as data privacy using a Likert scale. Responses were analyzed using frequency analysis. Result: Fifty nurses participated, equally divided between those with high school and faculty‐level education, with 45% aged over 45 years. Three‐quarters of respondents reported using smartwatches, health‐tracking wristbands, or VR tools. Most (94%) believed additional technological solutions were needed, and all agreed that tools should be adapted to different dementia stages. Most (82%) found wearable devices helpful in monitoring patients, and nearly all (94%) supported their use for tracking mood, activity, and distress to improve patient care. VR was perceived as beneficial for relaxation and stress reduction (71%), with preferred VR environments including natural landscapes (65%), cultural experiences (47%), and social simulations (35%). A majority (82%) believed digital tools enhance care planning, while 88% emphasized the importance of accessibility. All respondents (100%) agreed these tools should facilitate communication among healthcare providers and caregivers. Privacy protection was considered essential (88%); 41% expressed ethical concerns. All respondents (100%) expressed the need for training before implementing digital solutions in dementia care. Conclusion: This study demonstrates nurses’ strong acceptance of digital health interventions and their potential benefits in dementia care. However, effective implementation requires targeted training to ensure that healthcare professionals can fully utilize these technologies. Co‐funded by the European Union Horizon Europe (AI4HOPE, 101136769), UK Research and Innovation (Grant No. 101136769).

  • Open Access

    Cognitive and Emotional Impairments in Acute Post-Stroke Patients—A Cross-Sectional Study

    by Maja Ibic, Lara Miklič, Sofia Rakusa, Jan Zmazek, Marija Menih, Kim Caf, Martin Rakusa

    Background and Objectives: Stroke is widely recognised for its physical consequences. However, cognitive and emotional impairments, such as depression, anxiety, and vascular cognitive impairment (VCI), are often under-recognised and under-treated. Our study aimed to identify and characterise cognitive and emotional sequelae in patients hospitalised for acute ischemic stroke. Materials and Methods: We conducted a cross-sectional study involving 73 patients within seven days of an acute ischemic stroke. Patients were assessed using the National Institutes of Health Stroke Scale (NIHSS), modified Rankin Scale (mRS), Montreal Cognitive Assessment (MoCA), Hachinski Ischemic Score (HIS), and the Clinical Assessment of Depression (CAD) questionnaire, which includes four subscales (Depressed Mood (DM), Anxiety/Worry, Disinterest, and Physical Fatigue). K-means clustering was applied to ten standardised clinical and psychometric variables. In addition, multiple linear regression was performed to determine independent predictors of cognitive and affective outcomes, with MoCA and CAD-DM as dependent variables. Results: Three distinct patient profiles emerged: (1) Mild Impairment Profile, characterised by minimal cognitive or emotional symptoms; (2) Depressive Profile, marked by elevated emotional symptom scores despite mild physical impairment; and (3) Vascular Cognitive Impairment Profile, comprising older patients with the most severe cognitive and functional deficits. ANOVA confirmed significant differences between groups in NIHSS, mRS, MoCA, HIS, and CAD scores, but not for age or education. Linear regression revealed that older age (β = –0.10, p = 0.012) and higher NIHSS at discharge (β = –0.72, p = 0.020) predicted lower MoCA scores, whereas years of education (β = 0.58, p = 0.013) predicted better cognition (R2 = 0.29). No demographic or clinical factors predicted depressive symptoms (all p > 0.29). Conclusions: Our study highlights the heterogeneity of post-stroke outcomes. Neuropsychiatric impairments may be present even in patients with minimal physical deficits and require targeted evaluation and management.


  • Open Access

    Monitoring of Cerebral Blood Flow Autoregulation after Cardiac Arrest

    by Rok Petrovčič, Martin Rakusa, Andrej Markota

    Background: Cardiac arrest remains one of the leading causes of death. After successful resuscitation of patients in cardiac arrest, post-cardiac arrest syndrome develops, part of it being an impaired cerebral blood flow autoregulation. Monitoring cerebral blood flow autoregulation after cardiac arrest is important for optimizing patient care and prognosticating patients’ survival, yet remains a challenge. There are still gaps in clinical implications and everyday use. In this article, we present a systematic review of studies with different methods of monitoring cerebral blood flow autoregulation after non-traumatic cardiac arrest. Methods: A comprehensive literature search was performed from 1 June 2024 to 27 June 2024 by using multiple databases: PubMed, Web of Science, and the Cochrane Central Register of Controlled Trials. Inclusion criteria were studies with an included description of the measurement of cerebral blood flow autoregulation in adult patients after non-traumatic cardiac arrest. Results: A total of 16 studies met inclusion criteria. Our data show that the most used methods in the reviewed studies were near-infrared spectroscopy and transcranial Doppler. The most used mathematical methods for calculating cerebral autoregulation were cerebral oximetry index, tissue oxygenation reactivity index, and mean flow index. Conclusions: The use of various monitoring and mathematical methods for calculating cerebral blood flow autoregulation poses a challenge for standardization, validation, and daily use in clinical practice. In the future studies, focus should be considered on clinical validation and transitioning autoregulation monitoring techniques to everyday clinical practice, which could improve the survival outcomes of patients after cardiac arrest.


  • Open Access

    Management of patients with neurological diseases considering post‐pandemic coronavirus disease 2019 (COVID‐19) related risks and dangers — An updated European Academy of Neurology consensus statement

    by Saša R. Filipović, Serefnur Özturk, Daniel Bereczki, Benedetta Bodini, Francesco Cavallieri, Alessandra Fanciulli, Alla Guekht, Raimund Helbok, Sonja Hochmeister, Filippo Martinelli Boneschi, et al.

    Background and purpose: In October 2020, the European Academy of Neurology (EAN) consensus statement for management of patients with neurological diseases during the coronavirus disease 2019 (COVID‐19) pandemic was published. Due to important changes and developments that have happened since then, the need has arisen to critically reassess the original recommendations and address new challenges.Methods: In step 1, the original items were critically reviewed by the EAN COVID‐19 Task Force. In addition, new recommendations were defined. In step 2, an online survey with the recommendations forged in step 1 was sent to the Managing Groups of all Scientific and Coordinating Panels of EAN. In step 3, the final set of recommendations was made.Results: In step 1, out of the original 36 recommendations, 18 were judged still relevant. They were edited to reflect the advances in knowledge and practice. In addition, 21 new recommendations were formulated to address the new knowledge and challenges. In step 2, out of the 39 recommendations sent for the survey, nine were approved as they were, whilst suggestions for improvement were given for the rest. In step 3, the recommendations were further edited, and some new items were formed to accommodate the participants' suggestions, resulting in a final set of 41 recommendations.Conclusion: This revision of the 2020 EAN Statement provides updated comprehensive and structured guidance on good clinical practice in people with neurological disease faced with SARS‐CoV‐2 infection. It now covers the issues from the more recent domains of COVID‐19‐related care, vaccine complications and post‐COVID‐19 conditions.


  • Open Access

    The European Academy of Neurology NeuroCOVID‐19 Task Force: A lesson for the future

    by Francesco Cavallieri, Johann Sellner, Tamar Akhvlediani, Claudio L. Bassetti, Daniel Bereczki, Alessandra Fanciulli, Saša R. Filipović, Alla Guekht, Raimund Helbok, Sonja Hochmeister, et al.

    Background: The COVID‐19 pandemic has made its mark on world history forever causing millions of deaths, and straining health systems, economies, and societies worldwide. The European Academy of Neurology (EAN) reacted promptly. A special NeuroCOVID‐19 Task Force was set up at the beginning of the pandemic to promote knowledge, research, international collaborations, and raise awareness about the prevention and treatment of COVID‐19‐related neurological issues.Methods: Activities carried out during and after the pandemic by the EAN NeuroCOVID‐19 Task Force are described. The main aim was to review all these initiatives in detail as an overarching lesson from the past to improve the present and be better prepared in case of future pandemics.Results: During the pandemic, the Task Force was engaged in several initiatives: the creation of the EAN NEuro‐covid ReGistrY (ENERGY); the launch of several surveys (neurological manifestations of COVID‐19 infection; the pandemic's impact on patients with chronic neurological diseases; the pandemic's impact of restrictions for clinical practice, curricular training, and health economics); the publication of position papers regarding the management of patients with neurological diseases during the pandemic, and vaccination hesitancy among people with chronic neurological disorders; and the creation of a dedicated “COVID‐19 Breaking News” section in EANpages.Conclusions: The EAN NeuroCOVID‐19 Task Force was immediately engaged in various activities to participate in the fight against COVID‐19. The Task Force's concerted strategy may serve as a foundation for upcoming global neurological emergencies.