Human Brain Networks in Cognitive Decline: A Graph Theoretical Analysis of Cortical Connectivity from EEG Data

Vecchio, Fabrizio, Miraglia, Francesca, Marra, Camillo, Quaranta, Davide, Vita, Maria Gabriella, Bramanti, Placido, Rossini, Paolo Maria·2014·Journal of Alzheimer's Disease

Cited by (182)

Items 101–182 of 182

  1. Decreased brain network global efficiency after attachment memories retrieval in individuals with unresolved/disorganized attachment-related state of mind
    Chiara Massullo, Claudio Imperatori, Fabrizio De Vico Fallani, Rita Bianca Ardito, Mauro Adenzato, Luigia Palmiero, Giuseppe Alessio Carbone, Benedetto Farina · 2022 · Scientific Reports
  2. Topological reorganization of EEG functional network is associated with the severity and cognitive impairment in Alzheimer’s disease
    Jiangkuan Chen, Cong Liu, Chung‐Kang Peng, Jong‐Ling Fuh, Fengzhen Hou, Albert C. Yang · 2018 · Physica A Statistical Mechanics and its Applications
  3. Altered Functional Connectivity and Complexity in Major Depressive Disorder after Musical Stimulation
    Pintao Qiu, Jinxiao Dai, Ting Wang, Hangcheng Li, Cunbin Ma, Xugang Xi · 2022 · Brain Sciences
  4. Fingerprints of decreased cognitive performance on fractal connectivity dynamics in healthy aging
    Zalan Kaposzta, Akos Czoch, Péter Mukli, Orestis Stylianou, Deland Hu Liu, András Eke, Frigyes Sámuel Rácz · 2023 · GeroScience
  5. Altered brain network topology related to working memory in internet addiction
    Hongxia Wang, Yan Sun, Fan Lan, Yan Liu · 2020 · Journal of Behavioral Addictions
  6. Characterizing the Time-Varying Brain Networks of Audiovisual Integration across Frequency Bands
    Xi Yang, Qi Li, Mengchao Zhang, Lin Liu, Jinglong Wu · 2020 · Cognitive Computation
  7. Electroencephalographic hallmarks of Alzheimer’s disease
    Florinda Ferreri, Francesca Miraglia, Fabrizio Vecchio, Nicoletta Manzo, Maria Cotelli, Elda Judica, Paolo Maria Rossini · 2022 · International Journal of Psychophysiology
  8. Mental workload evaluation using weighted phase lag index and coherence features extracted from EEG data
    Somayeh B. Shafiei, Saeed Shadpour, Ambreen Shafqat · 2024 · Brain Research Bulletin
  9. The whole-brain structural and functional connectome in Alzheimer’s disease spectrum: A multimodal Bayesian meta-analysis of graph theoretical characteristics
    Wenxiong Liu, Chao Zuo, Chen Li, Huan Lan, Chunyan Luo, Xiao Li, Graham John Kemp, Su Lui, Xueling Suo, Qiyong Gong · 2025 · Neuroscience & Biobehavioral Reviews
  10. Cognitive Decline Risk Stratification in People with Late-Onset Epilepsy of Unknown Etiology: An Electroencephalographic Connectivity and Graph Theory Pilot Study
    Cinzia Costa, Fabrizio Vecchio, Michele Romoli, Francesca Miraglia, Elena Nardi Cesarini, Francesca Alù, Paolo Calabresi, Paolo Maria Rossini · 2021 · Journal of Alzheimer s Disease
  11. Effectiveness of Electroencephalography Neurofeedback for Improving Working Memory and Episodic Memory in the Elderly: A Meta-Analysis
    Yu‐Ru Lin, Tien‐Wei Hsu, Che-Wei Hsu, Peng-Yu Chen, Ping‐Tao Tseng, Chih‐Sung Liang · 2024 · Medicina
  12. Brain networks in patients with isolated or recurrent transient global amnesia
    Jinseung Kim, Dong Ah Lee, Hyung Chan Kim, Ho‐Joon Lee, Kang Min Park · 2021 · Acta Neurologica Scandinavica
  13. Disrupted Control Architecture of Brain Network in Disorder of Consciousness
    Weilin Zhuang, Jiang Wang, Chunguang Chu, Xile Wei, Guosheng Yi, Yueqing Dong, Lihui Cai · 2022 · IEEE Transactions on Neural Systems and Rehabilitation Engineering
  14. Small World derived index to distinguish Alzheimer’s type dementia and healthy subjects
    Fabrizio Vecchio, Francesca Miraglia, Chiara Pappalettera, Lorenzo Nucci, Alessia Cacciotti, Paolo Maria Rossini · 2024 · Age and Ageing
  15. Do age and sex impact on the absolute cell numbers of human brain regions?
    Ana Virgínia de Oliveira-Pinto, Carlos Humberto Andrade-Moraes, Lays M. Oliveira, Danielle Rayêe, Raquel M. Santos, Renan Coutinho, Ana Tereza Di Lorenzo Alho, Renata Elaine Paraízo Leite, Cláudia Kimie Suemoto, Lea T. Grinberg et al. · 2015 · Brain Structure and Function
  16. Leveraging network analysis to support experts in their analyses of subjects with MCI and AD
    Paolo Lo Giudice, Nadia Mammone, Francesco Carlo Morabito, Rocco Giuseppe Pizzimenti, Domenico Ursino A, Luca Virgili · 2019 · Medical & Biological Engineering & Computing
  17. The Weakened Relationship Between Prestimulus Alpha Oscillations and Response Time in Older Adults With Mild Cognitive Impairment
    Yiqi Chen, Hao He, Pengfei Xu, Jing Wang, Yuehong Qiu, Wei Feng, Yuejia Luo, Li Hu, Qing Guan · 2020 · Frontiers in Human Neuroscience
  18. Brain reactions to the use of sensorized hand prosthesis in amputees
    Giuseppe Granata, Riccardo Di Iorio, Francesca Miraglia, Massimo Caulo, Francesco Iodice, Fabrizio Vecchio, Giacomo Valle, Ivo Strauss, Edoardo D’Anna, Francesco Iberite et al. · 2020 · Brain and Behavior
  19. Testing Graph Robustness Indexes for EEG Analysis in Alzheimer’s Disease Diagnosis
    Serena Dattola, Nadia Mammone, Francesco Carlo Morabito, Domenico Rosaci, Giuseppe M. L. Sarnè, Fabio La Foresta · 2021 · Electronics
  20. Magnetoencephalography for the Detection of Intervention Effects of a Specific Nutrient Combination in Patients with Mild Alzheimer’s Disease: Results from an Exploratory Double-Blind, Randomized, Controlled Study
    Elisabeth C.W. van Straaten, Hanneke de Waal, Marieke M. Lansbergen, Philip Scheltens, Fernando Maestú, Rafał Nowak, Arjan Hillebrand, Cornelis Jan Stam · 2016 · Frontiers in Neurology
  21. Small world brain network characteristics during EEG Holter recording of a stroke event
    Fabrizio Vecchio, Francesca Miraglia, Ângela Romano, Placido Bramanti, Paolo Maria Rossini · 2016 · Clinical Neurophysiology
  22. Relating Connectivity and Graph Analysis to Cognitive Function in Alzheimer’s Disease
    Hunter C. Gits · 2016 · Michigan Journal of Medicine
  23. Aberrant Functional Network of Small-World in Sudden Sensorineural Hearing Loss With Tinnitus
    Jin-Chao Hua, Xiaomin Xu, Zhen-Gui Xu, Jǐnjīng Xǔ, Jing-Hua Hu, Yuan Xue, Yuanqing Wu · 2022 · Frontiers in Neuroscience
  24. Daily Dynamics of Resting-State Electroencephalographic Theta and Gamma Fluctuations Are Associated With Cognitive Performance in Healthy Aging
    Kenza Bennis, Francis Eustache, Fabienne Collette, Gilles Vandewalle, Thomas Hinault · 2024 · The Journals of Gerontology Series B
  25. Exploring Functional Brain Networks in Alzheimer’s Disease Using Resting State EEG Signals
    Vangelis P. Oikonomou, Kostas Georgiadis, Ioulietta Lazarou, Spiros Nikolopoulos, Ioannis Yiannis Kompatsiaris · 2025 · Journal of dementia and Alzheimer's disease
  26. Temporal dynamics of animacy categorization in the brain of patients with mild cognitive impairment
    Hamed Karimi, Haniye Marefat, Mahdiyeh Khanbagi, Chris Kalafatis, Mohammad Hadi Modarres, Zahra Vahabi, Seyed‐Mahdi Khaligh‐Razavi · 2022 · PLoS ONE
  27. Graph Spectral Analysis Using Electroencephalography in Alzheimer Disease and Frontotemporal Dementia Patients
    María Paula Bonomini, Eduardo Ghiglioni, Noelia B. Rios · 2025 · International Journal of Neural Systems
  28. Early functional changes in lewy body dementia: roles of dynamics, locus coeruleus, and compensation
    Kristína Mitterová, Eva Výtvarová, Anežka Kovářová, Martin Lamoš, Jan Fousek, Irena Rektorová · 2025 · Alzheimer s Research & Therapy
  29. Methods for Functional Connectivity Analysis
    Jeong Woo Choi, Kyung Hwan Kim · 2018 · Biological and medical physics, biomedical engineering
  30. Modeling Brain Functional Connectivity Patterns during an Isometric Arm Force Exertion Task at Different Levels of Perceived Exertion: A Graph Theoretical Approach
    Lina Elsherif Ismail, Waldemar Karwowski, Farzad V. Farahani, Mahjabeen Rahman, Ashraf Alhujailli, Raul Fernandez-Sumano, Peter A. Hancock · 2022 · Brain Sciences
  31. New Horizons in Early Dementia Diagnosis: Can Cerebellar Stimulation Untangle the Knot?
    Antonino Naro, Angela Marra, Luana Billeri, Simona Portaro, Rosaria De Luca, Giuseppa Maresca, Gianluca La Rosa, Paola Lauria, Placido Bramanti, Rocco Salvatore Calabrò · 2019 · Journal of Clinical Medicine
  32. A brain EEG classification system for the mild cognitive impairment analysis
    A. Nancy, Merlin Balamurugan -, S. Vijaykumar · 2017 · International Conference on Advanced Computing and Communication Systems (ICACCS)
  33. EEG-based Alzheimer’s disease detection: Past, present, and future
    Mahsa Alidadi, Ramtin Hamavar, Ehsan Abbasi, Samaneh Nabavifard, Maryam Mohebbi, Babak Mohammadzadeh Asl · 2025 · Measurement
  34. Cognitive training and neuromodulation for Alzheimer treatment
    Fabrizio Vecchio · 2022 · Aging
  35. Metastable Substructure Embedding and Robust Classification of Multichannel EEG Data Using Spectral Graph Kernels
    Rashmi Nagawara Muralinath, Vishwambhar Pathak, Prabhat Mahanti · 2025 · Future Internet
  36. Brain network estimation from dense EEG signals : application to neurological disorders
    Aya Kabbara · 2018 · theses.fr (ABES)
  37. qEEG Methods to Probe Abnormal Brain Rhythms Related to Quiet Vigilance in Patients with Dementia Due to Alzheimer’s, Parkinson’s, and Lewy Body Diseases
    Claudio Babiloni, Bahar Güntekin, Görsev Yener, Claudio Del Percio · 2023 · Neuromethods
  38. A novel approach based on EEG Entropy measurement for indoor human thermal comfort estimation
    Silvia Angela Mansi, Chiara Pappalettera, Fabrizio Vecchio, Marco Arnesano · 2023 · E3S Web of Conferences
  39. Aberrant Brain Networks and Relative Band Power in Patients with Acute Anti-NMDA Receptor Encephalitis: A Study of Resting-State EEG
    Xin Zhang, Feiqiang Liang, Haolin Lu, Chuyi Chen, Sina Long, Zuoxiao Li, Jianghai Ruan, Dechou Zhang · 2024 · Journal of Integrative Neuroscience
  40. EEG brain networks modulation during sleep onset: the effects of aging
    Francesca Miraglia, Alessia Cacciotti, Fabrizio Vecchio, Serena Scarpelli, Maurizio Gorgoni, Luigi De Gennaro, Paolo Maria Rossini · 2024 · GeroScience
  41. Exploring age-related functional brain changes during audio-visual integration tasks in early to mid-adulthood
    Prerna Singh, Ayush Tripathi, Tapan Kumar Gandhi, Lalan Kumar · 2024 · Neuroscience Informatics
  42. [Abdominal fibromatosis (desmoid tumor)].
    Andrea Ricci, G D'agostino, Marcello Garavoglia · 2001 · PubMed
  43. On the use of EEG functional connectivity networks in epilepsy studies
    Barbara Puccio, Patrizia Vizza, Pierangelo Veltri · 2022 · IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
  44. Brain Connectivity Features-based Age Group Classification using Temporal Asynchrony Audio-Visual Integration Task
    Prerna Singh, Ayush Tripathi, Lalan Kumar, Tapan Kumar Gandhi · 2023 · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
  45. Topological regularization of networks in temporal lobe epilepsy: a structural MRI study
    Yini Chen, Lu Sun, Shiyao Wang, Bei-Yan Guan, Jingyu Pan, Yiwei Qi, Yufei Li, Nan Yang, Hongsen Lin, Ying Wang et al. · 2024 · Frontiers in Neuroscience
  46. Meta-Analyses of Auditory Evoked Potentials as Alzheimer Biomarkers
    Arash Bayat, Golshan Mirmomeni, Steven J. Aiken, Zahra Jafari · 2025 · Ear and Hearing
  47. Spectral brain connectivity in dementia: coherence, imaginary coherence and partial coherence analysis of EEG signals
    IOANNIS K. VLACHOS · 2025 · Journal of Neural Engineering
  48. Mild cognitive impairment‐to‐Alzheimer's dementia progression risk: the contribution of the Interceptor project
    Flavia Lucia Lombardo, Naike Caraglia, Patrizia Lorenzini, Nicola Vanacore, Stefano Francesco Cappa, Maria Cotelli, Francesco Iodice, Camillo Marra, Francesca Miraglia, Chiara Pappalettera et al. · 2026 · Alzheimer s & Dementia
  49. Electroencephalogram features support the retrogenesis hypothesis of Alzheimer's disease: Exploratory comparison of brain changes in aging and childhood
    João Areias Saraiva, Martin Becker, Martin Dyrba, Burcu Bölükbaş, Enrico Michele Salamone, Claudio Babiloni, Michael G. Kölch, Harald Juergen Hampel, Stefan Johannes Teipel, Thomas Kirste et al. · 2025 · Journal of Alzheimer s Disease
  50. Optimizing Spectral Graph Kernels for Time-Delay Embedding of Multichannel EEG Data
    Rashmi Nagawara Muralinath, Vishwambhar Pathak, Prabhat Mahanti · 2024 · International Conference on Algorithms, Computing and Systems (ICACS)
  51. Electroencephalography functional network for screening amyloid positivity in mild cognitive impairment: a cross-sectional study
    Jooheon Kong, Mingyeong So, Hyunsung Park, Young-Tak Kim, Hayom Kim, Kisoo Pahk, Sung Hoon Kang, Synho Do, Dong-Kwon Lim, Chan‐Nyoung Lee et al. · 2025 · Clinical Neurophysiology
  52. General principles of brain electromagnetic rhythmic oscillations and implications for neuroplasticity
    Paolo Maria Rossini, Francesca Miraglia, Fabrizio Vecchio, Riccardo Di Iorio, Francesco Iodice, Maria Cotelli · 2022 · Handbook of clinical neurology
  53. Open your eyes and you will see. Changes in “eyes-open” versus “eyes-closed” small-world properties of EEG functional connectivity in amnesic mild cognitive impairment
    Javier Escudero · 2015 · Clinical Neurophysiology
  54. Lacosamide modulates alpha-band network hubness: a quantitative EEG study in drug-Naïve focal epilepsy
    Marco Sferruzzi, Lorenzo Ricci, Margherita A. G. Matarrese, Mario Tombini, Patrizia Pulitano, Francesca Izzi, Fabio Placidi, Biagio Maria Sancetta, Vincenzo Di Lazzaro, Giovanni Assenza · 2026 · Clinical Neurophysiology
  55. Investigating Community Detection Algorithms and their Capacity as Markers of Brain Diseases
    Eva Výtvarová, Jan FOUSEK, Michal Mikl, Irena Rektorová, Eva Hladká · 2017 · International Symposium on Grids and Clouds (ISGC)
  56. Louvain clustering integration within density-based graph classification (Louvain dbGC) in Schizophrenia
    Mai Abdulla, Mohammad T. Khasawneh · 2021 · IISE Transactions on Healthcare Systems Engineering
  57. Changes during aging in the electroencephalographic cortical synchronization under visual stimulation
    Guzmán Alba, Almudena González, Julián J. González · 2015 · European Journal of Investigation in Health Psychology and Education
  58. Eyes-state-dependent alterations of magnetoencephalographic connectivity associated with delayed recall in Alzheimer’s disease via graph theory approach
    Keigo Yuasa, Tetsu Hirosawa, Daiki Soma, Naoki Furutani, Masafumi Kameya, Masuhiko Sano, Koji Kitamura, Minehisa Ueda, Mitsuru Kikuchi · 2023 · Frontiers in Psychiatry
  59. Brain network modulation in transradial amputee with finger perception restored through biomimetic intraneural stimulation
    Fabrizio Vecchio, Francesca Miraglia, Francesca Alù, Giacomo Valle, Alberto Mazzoni, Calogero Maria Oddo, Silvestro Micera, Paolo Maria Rossini · 2021 · Neurological Sciences
  60. Wireless electroencephalogram monitoring system for deciphering neurological disorders using brain connectivity patterns
    Surya Sarathi Das, Subha D. Puthankattil · 2022 · Expert Systems
  61. Emotion Recognition Using Sparse Graph Analysis of Brain Connectivity
    Shirin Shoushtari, Hoda Mohammadzadeh, Arash Amini · 2021 · National and International Iranian Conference on Biomedical Engineering (ICBME)
  62. The importance of the family heritage in epilepsy
    Fabrizio Vecchio · 2016 · European Journal of Neurology
  63. Neural signal processing techniques to analyse motor functions in EEG-based brain-computer interfaces
    Vikram Shenoy Handiru · 2018
  64. Methods Used in Brain Connectivity: Focus on Electrophysiological Measures
    Paolo Maria Rossini, Francesca Miraglia, Elda Judica, Maria Cotelli, Francesca Alù, Fabrizio Vecchio · 2021 · Elsevier eBooks
  65. Brain Fluidity as a Functional Marker of Tau-Related Neurodegeneration in Alzheimer’s Disease
    Camille Mazzara, Giuditta Gambino, Gian Marco Duma, Matteo Neri, Giuseppe Giglia, Tommaso Piccoli, Fabrizio Guajana, Albert Comelli, Antonino Tuttolomondo, Michele Migliore et al. · 2025 · medRxiv
  66. Topological study of the brain functional organization at the early stages of Alzheimer's disease using electroencephalography
    Majd Abazid · 2022 · theses.fr (ABES)
  67. Modificaciones durante el envejecimiento de la sincronización electroencefalográfica (EEG) cortical bajo estimulación visual
    Guzmán Alba, Almudena González, Julián J. González · 2016 · European Journal of Investigation in Health Psychology and Education
  68. Changes in the temporal variability of the EEG functional connectivity during aging
    Almudena González, Guzmán Alba, Julián González · 2015 · European Journal of Investigation in Health Psychology and Education
  69. Delirium as a disorder of brain network disintegration
    Simone J.T. van Montfort · 2020
  70. Changes in the temporal variability of the EEG functional connectivity during aging
    Almudena González, Guzmán Alba, Julián González · 2015 · European Journal of Investigation in Health Psychology and Education
  71. Gamma network topology and pathological changes in drug-resistant temporal lobe epilepsy with cognitive deficits
    Nan Lin, Qiang Lu, Xinshan Liu, Dingding Zhang, Wanchen Dou, Dachun Zhao, Weifang Gao, Zhe Zhang, Jia Li, Heyang Sun et al. · 2022
  72. Insights into Age-Related Functional Brain Changes During Audiovisual Integration Tasks: A Comprehensive Eeg Source-Based Analysis
    Prerna Singh, Ayush Tripathi, Lalan Kumar, Tapan Kumar Gandhi · 2023 · SSRN Electronic Journal
  73. Predicting Individual Cognitive Status Based on EEG Data Fit to Power Law Distribution
    Aleksander Zlobin, Maxim Bakaev, О. М. Разумникова · 2024 · Springer geography
  74. Site- and electroencephalogram-frequency–specific effects of 800-nm prefrontal transcranial photobiomodulation on electroencephalogram global network topology in young adults
    Shu Kang, Lin Li, Sadra Shahdadian, Anqi Wu, Hanli Liu · 2025 · Neurophotonics
  75. topoEEG: An Python-framework for analyzing EEG data in neurodegeneratives disease through Topological Deep Learning
    Miriam Esteve, Alejandro Martinez-Gracia, Jesus Javier Rodriguez-Sala, Antonio Falcó · 2025 · SoftwareX
  76. Spectral Biomarkers of Functional Brain Network Alteration in Alzheimer’s Disease
    Soudeh Behrouzinia, Mehdi Afshar, Alireza Khanteymoori · 2025 · Current Alzheimer Research
  77. Dementias and Psychiatric Pathologies
    Jesús Pastor · 2025 · Springer eBooks
  78. A Reliability Study in Resting-state EEG Network Characteristics: Frequency of Interest, Number of Oscillatory Cycles and Thresholding
    Matthew King-Hang Ma, Manson Cheuk‐Man Fong, William Yang Wang · 2025 · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
  79. Brain age group classification based on resting state functional connectivity metrics
    Preeti Singh, Kuldeep Singh Yadav, Lalan Kumar, Tapan Kumar Gandhi · 2026 · Biomedical Signal Processing and Control
  80. Evaluating the biological meaning of neural network decisions in EEG-based MCI detection
    Junjie Yu, Wenxiao Ma, Zian Pei, Lin Zhu, Xue Shi, Yumei Liu, Pan Li, Pan Wang, Yong Ji, Yuying Zhou et al. · 2026 · Journal of Neural Engineering
  81. Resting-state EEG connectome topology and social norm processing in healthy young adults
    Nicola Davide Cavallo, Simone Papallo, Marianna Chianese, Leandro Donisi, Chiara Baiano, Gabriella Santangelo, Luigi Trojano, Fabrizio Esposito · 2026 · Brain Structure and Function
  82. Standing on the 10–20 System: The Right Density for the Right Question
    Jorge Bosch-Bayard, R. Biscay, Ronaldo García Reyes, Lídice Galán‐Garcia, Qing Wang, Jochem Rieger, Faisal Mushtaq, Pedro Antonio Valdes-Sosa · 2026 · Research Square