Mite Mijalkov

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About me

I am a postdoctoral researcher working with Dr. Joana Pereira at the Department of Clinical Neuroscience, Karolinska Institute in Sweden. I obtained my Ph.D. in Materials Science and Nanotechnology from Bilkent University, Turkey, studying the emergent collective behaviors from the interaction of autonomous mobile individuals. Currently, I use complex networks as a tool to model the complex brain connectivity patterns that arise due to the interaction between distributed brain regions. The goal of my studies is to design more efficient and sensitive methods to understand the alterations of these complex brain networks in individuals with neurodegenerative disorders. Ultimately, the developed methods can have immense value as prognostic markers, e.g. to achieve earlier and more accurate diagnosis, identify patients with worse prognosis or assess the effects of treatment on brain connectivity.

Articles

Journal article: COMMUNICATIONS BIOLOGY. 2024;7(1):239

Linking structural and functional changes during aging using multilayer brain network analysis.

Jauny G; Mijalkov M; Canal-Garcia A; Volpe G; Pereira J; Eustache F; Hinault T
Article: CEREBRAL CORTEX. 2024;34(2):bhad542

Dynamic multilayer functional connectivity detects preclinical and clinical Alzheimer's disease.

Canal-Garcia A; Veréb D; Mijalkov M; Westman E; Volpe G; Pereira JB; Alzheimer’s Disease Neuroimaging Initiative
Journal article: BRAIN BEHAVIOR AND IMMUNITY. 2023;114:3-15

Peripheral inflammatory subgroup differences in anterior Default Mode network and multiplex functional network topology are associated with cognition in psychosis.

Lizano P; Kiely C; Mijalkov M; Meda SA; Keedy SK; Hoang D; Zeng V; Lutz O; Pereira JB; Ivleva EI; Volpe G; Xu Y; Lee AM; Rubin LH; Kristian Hill S; Clementz BA; Tamminga CA; Pearlson GD; Sweeney JA; Gershon ES; Keshavan MS; Bishop JR
Journal article: ELIFE. 2023;12:RP87188

Age-related differences in the functional topography of the locus coeruleus and their implications for cognitive and affective functions.

Veréb D; Mijalkov M; Canal-Garcia A; Chang Y-W; Gomez-Ruiz E; Gerboles BZ; Kivipelto M; Svenningsson P; Zetterberg H; Volpe G; Betts M; Jacobs HIL; Pereira JB
Article: ALZHEIMERS RESEARCH & THERAPY. 2023;15(1):112

Nonlinear changes in delayed functional network topology in Alzheimer's disease: relationship with amyloid and tau pathology.

Mijalkov M; Veréb D; Canal-Garcia A; Hinault T; Volpe G; Pereira JB; Alzheimer’s Disease Neuroimaging Initiative
Article: ALZHEIMERS RESEARCH & THERAPY. 2023;15(1):82

Functional gradients of the medial parietal cortex in a healthy cohort with family history of sporadic Alzheimer's disease.

Veréb D; Mijalkov M; Chang Y-W; Canal-Garcia A; Gomez-Ruis E; Maass A; Villeneuve S; Volpe G; Pereira JB
Article: NEUROSCIENCE INSIGHTS. 2023;18:26331055231161625-263310552311616

Directed Functional Brain Connectivity is Altered in Sub-threshold Amyloid-β Accumulation in Cognitively Normal Individuals.

Mijalkov M; Veréb D; Canal-Garcia A; Volpe G; Pereira JB
Article: NETWORK NEUROSCIENCE. 2023;7(1):351-376

Sex differences in multilayer functional network topology over the course of aging in 37543 UK Biobank participants.

Mijalkov M; Veréb D; Jamialahmadi O; Canal-Garcia A; Gómez-Ruiz E; Vidal-Piñeiro D; Romeo S; Volpe G; Pereira JB
Article: CEREBRAL CORTEX. 2022;32(16):3501-3515

Multiplex Connectome Changes across the Alzheimer's Disease Spectrum Using Gray Matter and Amyloid Data.

Canal-Garcia A; Gómez-Ruiz E; Mijalkov M; Chang Y-W; Volpe G; Pereira JB; Alzheimer’s Disease Neuroimaging Initiative
Article: CEREBRAL CORTEX. 2022;32(3):593-607

Directed Brain Connectivity Identifies Widespread Functional Network Abnormalities in Parkinson's Disease.

Mijalkov M; Volpe G; Pereira JB
Article: JOURNAL OF PARKINSONS DISEASE. 2021;11(4):2057-2071

Effects of a Highly Challenging Balance Training Program on Motor Function and Brain Structure in Parkinson's Disease.

Albrecht F; Pereira JB; Mijalkov M; Freidle M; Johansson H; Ekman U; Westman E; Franzén E
Article: NEUROIMAGE. 2021;236:118070

Age-related differences in network structure and dynamic synchrony of cognitive control.

Hinault T; Mijalkov M; Pereira JB; Volpe G; Bakke A; Courtney SM
Article: SCIENTIFIC REPORTS. 2021;11(1):12350

Dendritic spines are lost in clusters in Alzheimer's disease.

Mijalkov M; Volpe G; Fernaud-Espinosa I; DeFelipe J; Pereira JB; Merino-Serrais P
Article: PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA. 2021;118(6):e2010075118

Intercellular communication induces glycolytic synchronization waves between individually oscillating cells.

Mojica-Benavides M; van Niekerk DD; Mijalkov M; Snoep JL; Mehlig B; Volpe G; Goksör M; Adiels CB
Article: PLOS ONE. 2020;15(2):e0228334

Delayed correlations improve the reconstruction of the brain connectome.

Mijalkov M; Pereira JB; Volpe G
Article: PLOS ONE. 2017;12(8):e0178798

BRAPH: A graph theory software for the analysis of brain connectivity.

Mijalkov M; Kakaei E; Pereira JB; Westman E; Volpe G; Alzheimer's Disease Neuroimaging Initiative
Article: CEREBRAL CORTEX. 2016;26(8):3476-3493

Disrupted Network Topology in Patients with Stable and Progressive Mild Cognitive Impairment and Alzheimer's Disease.

Pereira JB; Mijalkov M; Kakaei E; Mecocci P; Vellas B; Tsolaki M; Kloszewska I; Soininen H; Spenger C; Lovestone S; Simmons A; Wahlund L-O; Volpe G; Westman E
Article: PHYSICAL REVIEW X. 2016;6(1):011008

Engineering Sensorial Delay to Control Phototaxis and Emergent Collective Behaviors

Mijalkov M; McDaniel A; Wehr J; Volpe G
Article: JOURNAL OF THE OPTICAL SOCIETY OF AMERICA B-OPTICAL PHYSICS. 2015;32(5):b11

Computational toolbox for optical tweezers in geometrical optics

Callegari A; Mijalkov M; Gokoz AB; Volpe G
Article: SOFT MATTER. 2013;9(28):6376-6381

Sorting of chiral microswimmers

Mijalkov M; Volpe G

All other publications

Conference publication: 2023;:63

Assessment of nonlinear changes in functional brain connectivity during aging using deep learning

Sun J; Zufiria Gerbolés B; Vereb D; Mijalkov M; Pineda Castro JD; Volpe G; Pereira JB
Conference publication: 2023;:67

Exploring age-related changes in anatomical brain connectivity using deep learning analysis in cognitively healthy individuals

Zufiria Gerbolés B; Pineda Castro JD; Vereb D; Sun J; Mijalkov M; Volpe G; Pereira JB
Preprint: ARXIV. 2023;ARXIV

Roadmap on Deep Learning for Microscopy.

Volpe G; Wählby C; Tian L; Hecht M; Yakimovich A; Monakhova K; Waller L; Sbalzarini IF; Metzler CA; Xie M; Zhang K; Lenton ICD; Rubinsztein-Dunlop H; Brunner D; Bai B; Ozcan A; Midtvedt D; Wang H; Sladoje N; Lindblad J; Smith JT; Ochoa M; Barroso M; Intes X; Qiu T; Yu L-Y; You S; Liu Y; Ziatdinov MA; Kalinin SV; Sheridan A; Manor U; Nehme E; Goldenberg O; Shechtman Y; Moberg HK; Langhammer C; Špačková B; Helgadottir S; Midtvedt B; Argun A; Thalheim T; Cichos F; Bo S; Hubatsch L; Pineda J; Manzo C; Bachimanchi H; Selander E; Homs-Corbera A; Fränzl M; de Haan K; Rivenson Y; Korczak Z; Adiels CB; Mijalkov M; Veréb D; Chang Y-W; Pereira JB; Matuszewski D; Kylberg G; Sintorn I-M; Caicedo JC; Cimini BA; Bell MAL; Saraiva BM; Jacquemet G; Henriques R; Ouyang W; Le T; Gómez-de-Mariscal E; Sage D; Muñoz-Barrutia A; Lindqvist EJ; Bergman J
Conference publication: 2022;:47

BRAPH 2.0: brain connectivity software with multilayer network analyses and machine learning (Conference Presentation)

Gomez Ruiz PE; Canal Garcia A; Chang Y-W; Mijalkov M; Veréb D; Pereira JB; Volpe G

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