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UC San Diego Resting State EEG Data from Patients with Parkinson's Disease

on002778 · 215 high-confidence citations · 95 method/standards refs excluded

1. Brain Oscillations and the Importance of Waveform Shape

   Scott R. Cole, Bradley Voytek · 2017 · Trends in Cognitive Sciences

   Cites paper 566 citations

2. Beta Oscillations in Working Memory, Executive Control of Movement and Thought, and Sensorimotor Function

   Robert Schmidt, María Herrojo Ruiz, Bjørg Elisabeth Kilavik, Mikael Lundqvist, Philip A. Starr, Adam R. Aron · 2019 · Journal of Neuroscience

   Cites paper 359 citations

3. Cycle-by-cycle analysis of neural oscillations

   Scott R. Cole, Bradley Voytek · 2019 · Journal of Neurophysiology

   Cites paper 243 citations

4. Biomarkers for closed-loop deep brain stimulation in Parkinson disease and beyond

   Walid Bouthour, Pierre Mégevand, John P. Donoghue, Christian Lüscher, Niels Birbaumer, Paul Krack · 2019 · Nature Reviews Neurology

   Cites paper 233 citations

5. Clinical correlates of quantitative EEG in Parkinson disease

   Victor J. Geraedts, Lennard I. Boon, Johan Marinus, Alida A. Gouw, Jacobus J. van Hilten, Cornelis J. Stam, Martijn R. Tannemaat, Maria Fiorella Contarino · 2018 · Neurology

   Cites paper 187 citations

6. Beta band oscillations in motor cortex reflect neural population signals that delay movement onset

   Preeya Khanna, Jose M. Carmena · 2017 · eLife

   Cites paper 186 citations

7. Linear predictive coding distinguishes spectral EEG features of Parkinson's disease

   Md Fahim Anjum, Soura Dasgupta, Raghuraman Mudumbai, Arun Singh, James F. Cavanagh, Nandakumar S. Narayanan · 2020 · Parkinsonism & Related Disorders

   Cites paper 184 citations

8. Elevated synchrony in <scp>P</scp>arkinson disease detected with electroencephalography

   Nicole C. Swann, Coralie de Hemptinne, Adam R. Aron, Jill L. Ostrem, Robert T. Knight, Philip A. Starr · 2015 · Annals of Neurology

   Cites paper 172 citations

9. Pallidal Deep-Brain Stimulation Disrupts Pallidal Beta Oscillations and Coherence with Primary Motor Cortex in Parkinson's Disease

   Doris D. Wang, Coralie de Hemptinne, Svjetlana Miocinovic, Jill L. Ostrem, Nicholas B. Galifianakis, Marta San Luciano, Philip A. Starr · 2018 · Journal of Neuroscience

   Cites paper 171 citations

10. Temporal evolution of beta bursts in the parkinsonian cortical and basal ganglia network

    Hayriye Cagnan, Nicolas Mallet, Christian K.E. Moll, Alessandro Gulberti, Abbey B. Holt, Manfred Westphal, Christian Gerloff, Andreas K. Engel, Wolfgang Hamel, Peter J. Magill, Peter Brown, Andrew Sharott · 2019 · Proceedings of the National Academy of Sciences

    Cites paper 152 citations

11. Characteristics of Waveform Shape in Parkinson’s Disease Detected with Scalp Electroencephalography

    Nicko Jackson, Scott R. Cole, Bradley Voytek, Nicole C. Swann · 2019 · eNeuro

    Cites paper 148 citations

12. PDCNNet: An Automatic Framework for the Detection of Parkinson’s Disease Using EEG Signals

    Smith K. Khare, Varun Bajaj, U. Rajendra Acharya · 2021 · IEEE Sensors Journal

    Cites paper 146 citations

13. Neurophysiological mechanisms of deep brain stimulation across spatiotemporal resolutions

    Wolf‐Julian Neumann, Leon A Steiner, Luka Milosevic · 2023 · Brain

    Cites paper 139 citations

14. GaborPDNet: Gabor Transformation and Deep Neural Network for Parkinson’s Disease Detection Using EEG Signals

    H. Loh, C. Ooi, E. Palmer, P. Barua, M. Kutlu Sengul, T. Tuncer, M. Baygin, U. R. Acharya · 2021 · Electronics

    Cites paper 136 citations

15. Changing views of the pathophysiology of Parkinsonism

    Thomas Wichmann · 2019 · Movement Disorders

    Cites paper 119 citations

16. Detection of Parkinson’s disease from EEG signals using discrete wavelet transform, different entropy measures, and machine learning techniques

    Majid Aljalal, Saeed A. Aldosari, Marta Molinas, Khalil AlSharabi, Fahd A. Alturki · 2022 · Scientific Reports

    Cites paper 115 citations

17. Recent applications of EEG-based brain-computer-interface in the medical field

    Xiuyun Liu, Wenlong Wang, Miao Liu, Mingyi Chen, Tânia Pereira, Desta Yakob Doda, Yufeng Ke, Shouyan Wang, Wen Dong, Xiaoguang Tong, Wei‐Guang Li, Yi Yang, Xiaodi Han, Yulin Sun, Xin Jiang Song, Chuanchi Hao, Zihua Zhang, Xin‐Yang Liu, Chunyang Li, Rui Peng, Xiao-Xin Song, Abi Yasi, Meijun Pang, Kuo Zhang, Runnan He, Le Wu, Shugeng Chen, Wenjin Chen, Yangong Chao, Chenggong Hu, Heng Zhang, Min Zhou, Kun Wang, Pengfei Liu, Chen Chen, Xin-Yi Geng, Qin Yun, Dongrui Gao, Enming Song, Longlong Cheng, Xun Chen, Dong Ming · 2025 · Military Medical Research

    Cites paper 104 citations

18. A convolutional-recurrent neural network approach to resting-state EEG classification in Parkinson’s disease

    Soojin Lee, Ramy Hussein, Rabab Ward, Z. Jane Wang, Martin J. McKeown · 2021 · Journal of Neuroscience Methods

    Cites paper 103 citations

19. Functional segregation of basal ganglia pathways in Parkinson’s disease

    Wolf‐Julian Neumann, Henning Schroll, Ana Luísa de Almeida Marcelino, Andreas Horn, Siobhán Ewert, Friederike Irmen, Patricia Krause, Gerd‐Helge Schneider, Fred H. Hamker, Andrea A. Kühn · 2018 · Brain

    Cites paper 101 citations

20. Clinical neurophysiology of Parkinson’s disease and parkinsonism

    Robert Chen, Alfredo Berardelli, Amitabh Bhattacharya, Matteo Bologna, Kai‐Hsiang Chen, Alfonso Fasano, Rick C. Helmich, William D. Hutchison, Nitish Kamble, Andrea A. Kühn, Antonella Macerollo, Wolf‐Julian Neumann, Pramod Kumar Pal, Giulia Paparella, Antonio Suppa, Kaviraja Udupa · 2022 · Clinical Neurophysiology Practice

    Cites paper 100 citations

21. Primary motor cortex in Parkinson’s disease: Functional changes and opportunities for neurostimulation

    Conor F. Underwood, Louise C. Parr‐Brownlie · 2020 · Neurobiology of Disease

    Cites paper 98 citations

22. Imaging of Motor Cortex Physiology in Parkinson's Disease

    Roxana G. Burciu, David E. Vaillancourt · 2018 · Movement Disorders

    Cites paper 98 citations

23. Non-invasive brain stimulation for Parkinson’s disease: Clinical evidence, latest concepts and future goals: A systematic review

    Julian Madrid, David Benninger · 2020 · Journal of Neuroscience Methods

    Cites paper 97 citations

24. Detection of Parkinson’s disease using automated tunable Q wavelet transform technique with EEG signals

    Smith K. Khare, Varun Bajaj, U. Rajendra Acharya · 2021 · Journal of Applied Biomedicine

    Cites paper 94 citations

25. Diagnostic biomarkers for Parkinson’s disease at a glance: where are we?

    Ilaria Cova, Alberto Priori · 2018 · Journal of Neural Transmission

    Cites paper 94 citations

26. Machine learning based brain signal decoding for intelligent adaptive deep brain stimulation

    T. Merk, V. Peterson, R. Köhler, S. Haufe, R., M. Richardson, W. Neumann · 2022 · Experimental Neurology

    Cites paper 93 citations

27. Oscillatory activity in the cortico‐basal ganglia‐thalamic neural circuits in Parkinson's disease

    Arun Singh · 2018 · European Journal of Neuroscience

    Cites paper 93 citations

28. Parkinson’s Disease Detection from Resting-State EEG Signals Using Common Spatial Pattern, Entropy, and Machine Learning Techniques

    Majid Aljalal, Saeed A. Aldosari, Khalil AlSharabi, Akram M. Abdurraqeeb, Fahd A. Alturki · 2022 · Diagnostics

    Cites paper 90 citations

29. Parkinsonism Alters Beta Burst Dynamics across the Basal Ganglia–Motor Cortical Network

    Ying Yu, David Escobar Sanabria, Jing Wang, Claudia Hendrix, Jianyu Zhang, Shane D. Nebeck, Alexia M. Amundson, Zachary Busby, Devyn Lee Bauer, Matthew D. Johnson, Luke A. Johnson, Jerrold L. Vitek · 2021 · Journal of Neuroscience

    Cites paper 89 citations

30. Modulations in Oscillatory Frequency and Coupling in Globus Pallidus with Increasing Parkinsonian Severity

    Allison T. Connolly, Alicia L. Jensen, Edward M. Bello, Théoden I. Netoff, Kenneth B. Baker, Matthew D. Johnson, Jerrold L. Vitek · 2015 · Journal of Neuroscience

    Cites paper 84 citations

31. Insights and opportunities for deep brain stimulation as a brain circuit intervention

    Wolf‐Julian Neumann, Andreas Horn, Andrea A. Kühn · 2023 · Trends in Neurosciences

    Cites paper 81 citations

32. Invasive and Noninvasive Brain Stimulation in Parkinson's Disease: Clinical Effects and Future Perspectives

    Kai‐Hsiang Chen, Robert Chen · 2019 · Clinical Pharmacology & Therapeutics

    Cites paper 80 citations

33. Quantitative EEG and Cognitive Decline in Parkinson’s Disease

    Vitalii Cozac, Ute Gschwandtner, Florian Hatz, Martin Hardmeier, Stephan Rüegg, Peter Fuhr · 2016 · Parkinson s Disease

    Cites paper 79 citations

34. Deep brain stimulation: a review of the open neural engineering challenges

    Matteo Vissani, Ioannis U. Isaias, Alberto Mazzoni · 2020 · Journal of Neural Engineering

    Cites paper 76 citations

35. Spatiotemporal features of β-γ phase-amplitude coupling in Parkinson’s disease derived from scalp EEG

    Ruxue Gong, Mirko Wegscheider, Christoph Mühlberg, Richard Gast, Christopher Fricke, Jost‐Julian Rumpf, Vadim V. Nikulin, Thomas R. Knösche, Joseph Claßen · 2020 · Brain

    Cites paper 74 citations

36. Impairment of brain functions in Parkinson’s disease reflected by alterations in neural connectivity in EEG studies: A viewpoint

    Martina Bočková, Ivan Rektor · 2018 · Clinical Neurophysiology

    Cites paper 72 citations

37. Pallidal deep brain stimulation modulates excessive cortical high β phase amplitude coupling in Parkinson disease

    Mahsa Malekmohammadi, Nicholas AuYong, Joni Ricks-Oddie, Yvette Bordelon, Nader Pouratian · 2018 · Brain stimulation

    Cites paper 71 citations

38. Cortical phase-amplitude coupling is key to the occurrence and treatment of freezing of gait

    Zixiao Yin, Guanyu Zhu, Yuye Liu, Baotian Zhao, Defeng Liu, Yutong Bai, Quan Zhang, Lin Shi, Tao Feng, Anchao Yang, Huanguang Liu, Fangang Meng, Wolf‐Julian Neumann, Andrea A. Kühn, Yin Jiang, Jianguo Zhang · 2022 · Brain

    Cites paper 69 citations

39. Therapeutic applications of BCI technologies

    Dennis J. McFarland, Janis J. Daly, Chadwick Boulay, Muhammad A. Parvaz · 2017 · Brain-Computer Interfaces

    Cites paper 69 citations

40. The Future of Targeted Gene-Based Treatment Strategies and Biomarkers in Parkinson’s Disease

    Alexia Polissidis, Lilian Petropoulou-Vathi, Modestos Nakos‐Bimpos, Hardy J. Rideout · 2020 · Biomolecules

    Cites paper 67 citations

41. Resting-state electroencephalography based deep-learning for the detection of Parkinson’s disease

    Mohamed Shaban, Amy W. Amara · 2022 · PLoS ONE

    Cites paper 67 citations

42. Dyslexia Diagnosis by EEG Temporal and Spectral Descriptors: An Anomaly Detection Approach

    Andrés Ortíz, Francisco J. Martínez-Murcia, Juan L. Luque, Almudena Giménez de la Peña, Roberto Cesar Morales-Ortega, Julio Ortega · 2020 · International Journal of Neural Systems

    Cites paper 66 citations

43. A Deep Convolutional-Recurrent Neural Network Architecture for Parkinson’s Disease EEG Classification

    Soojin Lee, Ramy Hussein, Martin J. McKeown · 2019 · n/a

    Cites paper 66 citations

44. Response inhibition in Parkinson’s disease: a meta-analysis of dopaminergic medication and disease duration effects

    Peter Manza, Matthew Amandola, Vivekanand Tatineni, Chiang‐Shan R. Li, Hoi‐Chung Leung · 2017 · npj Parkinson s Disease

    Cites paper 65 citations

45. Short-Term Effects of Binaural Beats on EEG Power, Functional Connectivity, Cognition, Gait and Anxiety in Parkinson’s Disease

    Gerardo Gálvez, M. Recuero, Leonides Canuet, Francisco del Pozo · 2017 · International Journal of Neural Systems

    Cites paper 65 citations

46. Complexity of resting-state EEG activity in the patients with early-stage Parkinson’s disease

    Guosheng Yi, Jiang Wang, Bin Deng, Xile Wei · 2016 · Cognitive Neurodynamics

    Cites paper 65 citations

47. Non-Linear Dynamical Analysis of EEG Time Series Distinguishes Patients with Parkinson’s Disease from Healthy Individuals

    Claudia Lainscsek, Manuel E. Hernandez, Jonathan Weyhenmeyer, Terrence J. Sejnowski, Howard Poizner · 2013 · Frontiers in Neurology

    Cites paper 58 citations

48. Beta-band oscillations in the supplementary motor cortex are modulated by levodopa and associated with functional activity in the basal ganglia

    Jae Woo Chung, Roxana G. Burciu, Edward Ofori, Stephen A. Coombes, Evangelos A. Christou, Michael S. Okun, Christopher W. Hess, David E. Vaillancourt · 2018 · NeuroImage Clinical

    Cites paper 57 citations

49. Average beta burst duration profiles provide a signature of dynamical changes between the ON and OFF medication states in Parkinson’s disease

    Benoit Duchet, Filippo Ghezzi, Gihan Weerasinghe, Gerd Tinkhauser, Andrea A. Kühn, Peter Brown, Christian Bick, Rafał Bogacz · 2021 · PLoS Computational Biology

    Cites paper 54 citations

50. Neuroplasticity of language in left‐hemisphere stroke: Evidence linking subsecond electrophysiology and structural connections

    Vitória Piai, Lars Meyer, Nina F. Dronkers, Robert T. Knight · 2017 · Human Brain Mapping

    Cites paper 54 citations

51. Diverse beta burst waveform motifs characterize movement-related cortical dynamics

    Maciej J Szul, Sotirios Papadopoulos, Sanaz Alavizadeh, Sébastien Daligaut, Denis Schwartz, Jérémie Mattout, James Bonaiuto · 2023 · Progress in Neurobiology

    Cites paper 52 citations

52. Long‐Term Recording of Subthalamic Aperiodic Activities and Beta Bursts in Parkinson's Disease

    Ghazaleh Darmani, Neil M. Drummond, Hamidreza Ramezanpour, Utpal Saha, Tasnuva Hoque, Kaviraja Udupa, Can Sarica, Ke Zeng, Talyta Grippe, Jean‐François Nankoo, Til Ole Bergmann, Mojgan Hodaie, Suneil K. Kalia, Andrés M. Lozano, William D. Hutchison, Alfonso Fasano, Robert Chen · 2022 · Movement Disorders

    Cites paper 51 citations

53. Pallidal low β-low γ phase-amplitude coupling inversely correlates with Parkinson disease symptoms

    Christos Tsiokos, Mahsa Malekmohammadi, Nicholas AuYong, Nader Pouratian · 2017 · Clinical Neurophysiology

    Cites paper 51 citations

54. A decision support system for automated diagnosis of Parkinson’s disease from EEG using FAWT and entropy features

    Parikha Chawla, Shashi B. Rana, Hardeep Kaur, Kuldeep Singh, Rajamanickam Yuvaraj, M. Murugappan · 2022 · Biomedical Signal Processing and Control

    Cites paper 50 citations

55. Phase- targeted stimulation modulates phase-amplitude coupling in the motor cortex of the human brain

    Yousef Salimpour, Kelly A. Mills, Brian Y. Hwang, William S. Anderson · 2021 · Brain stimulation

    Cites paper 50 citations

56. Reaching and Grasping Movements in Parkinson’s Disease: A Review

    Alessio Fasano, Alberto Mazzoni, Egidio Falotico · 2022 · Journal of Parkinson s Disease

    Cites paper 50 citations

57. Altered gamma oscillations and beta–gamma coupling in drug-naive first-episode major depressive disorder: Association with sleep and cognitive disturbance

    Xiaoya Liu, Shuang Liu, Meijuan Li, Fangyue Su, Sitong Chen, Yufeng Ke, Dong Ming · 2022 · Journal of Affective Disorders

    Cites paper 49 citations

58. A Novel EEG-Based Parkinson’s Disease Detection Model Using Multiscale Convolutional Prototype Networks

    Lina Qiu, Jianping Li, Liangquan Zhong, Weisen Feng, Chengju Zhou, Jiahui Pan · 2024 · IEEE Transactions on Instrumentation and Measurement

    Cites paper 49 citations

59. Separating the aperiodic and periodic components of neural activity in Parkinson's disease

    Zhuyong Wang, Yixiang Mo, Yujia Sun, Kai Hu, Chunkai Peng, Shizhong Zhang, Sha Xue · 2022 · European Journal of Neuroscience

    Cites paper 48 citations

60. L-dopa treatment increases oscillatory power in the motor cortex of Parkinson's disease patients

    Chunyan Cao, Dianyou Li, Shikun Zhan, Chencheng Zhang, Bomin Sun, Vladimir Litvak · 2020 · NeuroImage Clinical

    Cites paper 47 citations

61. Effect of levodopa on electroencephalographic biomarkers of the parkinsonian state

    Andrew M. Miller, Svjetlana Miocinovic, Nicole C. Swann, Sheila S. Rajagopalan, David Darevsky, Ro’ee Gilron, Coralie de Hemptinne, Jill L. Ostrem, Philip A. Starr · 2019 · Journal of Neurophysiology

    Cites paper 46 citations

62. Diagnosis and classification of Parkinson's disease using ensemble learning and 1D-PDCovNN

    Majid Nour, Ümit Şentürk, Kemal Polat · 2023 · Computers in Biology and Medicine

    Cites paper 46 citations

63. Resting-state EEG alpha/theta ratio related to neuropsychological test performance in Parkinson’s Disease

    Alberto Jaramillo-Jiménez, Jazmín Ximena Suárez-Revelo, John Fredy Ochoa-Gómez, Jairo Alexander Carmona Arroyave, Yamile Bocanegra, Francisco Lopera, Omar Buriticá, David Antonio Pineda-Salazar, Leonardo Moreno Gómez, Carlos Tobón, Miguel Germán Borda, Laura Bonanni, Dominic ffytche, Kolbjørn Brønnick, Dag Aarsland · 2021 · Clinical Neurophysiology

    Cites paper 45 citations

64. Novel automated PD detection system using aspirin pattern with EEG signals

    Prabal Datta Barua, Şengül Doğan, Türker Tuncer, Mehmet Baygin, U. Rajendra Acharya · 2021 · Computers in Biology and Medicine

    Cites paper 43 citations

65. Parkinson’s disease diagnosis using deep learning: A bibliometric analysis and literature review

    Rabab Ali Abumalloh, Mehrbakhsh Nilashi, Sarminah Samad, Hossein Ahmadi, Abdullah Alghamdi, Mesfer Alrizq, Sultan Alyami · 2024 · Ageing Research Reviews

    Cites paper 43 citations

66. Automated Screening of Parkinson's Disease Using Deep Learning Based Electroencephalography

    Mohamed Shaban · 2021 · 2021 10th International IEEE/EMBS Conference on Neural Engineering (NER)

    Cites paper 42 citations

67. A Systematic Survey of Research Trends in Technology Usage for Parkinson’s Disease

    Ranadeep Deb, Sizhe An, Ganapati Bhat, Holly A. Shill, Ümit Y. Ogras · 2022 · Sensors

    Cites paper 41 citations

68. TMS-EEG Biomarkers of Amnestic Mild Cognitive Impairment Due to Alzheimer’s Disease: A Proof-of-Concept Six Years Prospective Study

    Florinda Ferreri, Andrea Guerra, Luca Vollero, David Ponzo, Sara Määttä, Mervi Könönen, Fabrizio Vecchio, Patrizio Pasqualetti, Francesca Miraglia, Ilaria Simonelli, Maurizio Corbetta, Paolo Maria Rossini · 2021 · Frontiers in Aging Neuroscience

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69. Classification of the stages of Parkinson’s disease using novel higher-order statistical features of EEG signals

    Seyed Alireza Khoshnevis, Ravi Sankar · 2020 · Neural Computing and Applications

    Cites paper 40 citations

70. Effective Brain Connectivity Extraction by Frequency-Domain Convergent Cross-Mapping (FDCCM) and Its Application in Parkinson's Disease Classification

    Sandeep Avvaru, Keshab K. Parhi · 2023 · IEEE Transactions on Biomedical Engineering

    Cites paper 38 citations

71. Pallidal stimulation in Parkinson disease differentially modulates local and network <i>β</i> activity

    Mahsa Malekmohammadi, Yalda Shahriari, Nicholas AuYong, Andrew O’Keeffe, Yvette Bordelon, Xiao Hu, Nader Pouratian · 2018 · Journal of Neural Engineering

    Cites paper 38 citations

72. Quantitative Electroencephalography Characteristics for Parkinson’s Disease: A Systematic Review

    Lívia Shirahige, Marina Berenguer-Rocha, Sarah Mendonça, Sérgio Rocha, Marcelo Cairrão Araújo Rodrigues, Kátia Monte‐Silva · 2020 · Journal of Parkinson s Disease

    Cites paper 37 citations

73. Quantitative EEG reflects non-dopaminergic disease severity in Parkinson’s disease

    Victor J. Geraedts, Johan Marinus, Alida A. Gouw, Arne Mosch, Cornelis J. Stam, Jacobus J. van Hilten, Maria Fiorella Contarino, Martijn R. Tannemaat · 2018 · Clinical Neurophysiology

    Cites paper 37 citations

74. Fractal dimensions and machine learning for detection of Parkinson’s disease in resting-state electroencephalography

    Utkarsh Lal, Arjun Vinayak Chikkankod, Luca Longo · 2024 · Neural Computing and Applications

    Cites paper 36 citations

75. Parkinson’s disease detection based on multi-pattern analysis and multi-scale convolutional neural networks

    Lina Qiu, Jianping Li, Jiahui Pan · 2022 · Frontiers in Neuroscience

    Cites paper 36 citations

76. Machine learning for Parkinson’s disease: a comprehensive review of datasets, algorithms, and challenges

    Sahar Shokrpour, AmirMehdi MoghadamFarid, Sepideh Bazzaz Abkenar, Mostafa Haghi Kashani, Mohammad Akbari, Mostafa Sarvizadeh · 2025 · npj Parkinson s Disease

    Cites paper 35 citations

77. Psychotic disorders, dopaminergic agents and EEG/MEG resting-state functional connectivity: A systematic review

    Amatya Mackintosh, Renate de Bock, Zehwi Lim, Valerie-Noelle Trulley, André Schmidt, Stefan Borgwardt, Christina Andreou · 2020 · Neuroscience & Biobehavioral Reviews

    Cites paper 35 citations

78. Levodopa improves response inhibition and enhances striatal activation in early-stage Parkinson's disease

    Peter Manza, Guy Schwartz, Mala Masson, Sarah J. Kann, Nora D. Volkow, Chiang‐Shan R. Li, Hoi‐Chung Leung · 2018 · Neurobiology of Aging

    Cites paper 35 citations

79. Information-Based Classification of Electroencephalography (EEG) Signals for Healthy Adolescents and Adolescents with Symptoms of Schizophrenia

    Hamidreza Namazi · 2020 · Fluctuation and Noise Letters

    Cites paper 34 citations

80. Band‐Specific Altered Cortical Connectivity in Early Parkinson's Disease and its Clinical Correlates

    Matteo Conti, Andrea Guerra, Mariangela Pierantozzi, Roberta Bovenzi, Valentina D’Onofrio, Clara Simonetta, Rocco Cerroni, Claudio Liguori, Fabio Placidi, Nicola Biagio Mercuri, Francesca Di Giuliano, Tommaso Schirinzi, Alessandro Stefani · 2023 · Movement Disorders

    Cites paper 34 citations

81. Multi-Scale Feature and Multi-Channel Selection toward Parkinson’s Disease Diagnosis with EEG

    Haoyu Wu, Jun Qi, Erick Purwanto, Xiaohui Zhu, Po Yang, Jianjun Chen · 2024 · Sensors

    Cites paper 34 citations

82. Advancements in Parkinson’s Disease Diagnosis: A Comprehensive Survey on Biomarker Integration and Machine Learning

    Ruchira Pratihar, Ravi Sankar · 2024 · Computers

    Cites paper 33 citations

83. Early detection of Parkinson's disease: Systematic analysis of the influence of the eyes on quantitative biomarkers in resting state electroencephalography

    G. Gimenez-Aparisi, Enrique Guijarro-Estellés, A. Chornet-Lurbe, Sara Ballesta-Martínez, M. Pardo-Hernandez, Yiyao Ye-Lin · 2023 · Heliyon

    Cites paper 33 citations

84. Animal models of early-stage Parkinson’s disease and acute dopamine deficiency to study compensatory neurodegenerative mechanisms

    Laura Clara Grandi, Giuseppe Di Giovanni, Salvatore Galati · 2018 · Journal of Neuroscience Methods

    Cites paper 33 citations

85. Nutritional Ketosis in Parkinson's Disease — a Review of Remaining Questions and Insights

    Alexander Choi, Mark Hallett, Debra Ehrlich · 2021 · Neurotherapeutics

    Cites paper 32 citations

86. Chronic deep brain stimulation normalizes scalp EEG activity in isolated dystonia

    Svjetlana Miocinovic, Andrew M. Miller, Nicole C. Swann, Jill L. Ostrem, Philip A. Starr · 2017 · Clinical Neurophysiology

    Cites paper 32 citations

87. Differential dopaminergic modulation of spontaneous cortico–subthalamic activity in Parkinson’s disease

    Abhinav Sharma, Diego Vidaurre, Jan Vesper, Alfons Schnitzler, Esther Florin · 2021 · eLife

    Cites paper 32 citations

88. Spectral features of resting-state EEG in Parkinson's Disease: A multicenter study using functional data analysis

    Alberto Jaramillo-Jiménez, Diego Tovar, Johann Alexis Ospina Galindez, Yorguin-Jose Mantilla-Ramos, Daniel Loaiza-López, Verónica Henao Isaza, Luisa María Zapata Saldarriaga, Valeria Cadavid Castro, Jazmín Ximena Suárez-Revelo, Yamile Bocanegra, Francisco Lopera, David Antonio Pineda-Salazar, Carlos Tobón, John Fredy Ochoa-Gómez, Miguel Germán Borda, Dag Aarsland, Laura Bonanni, Kolbjørn Brønnick · 2023 · Clinical Neurophysiology

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89. Deep-learning detection of mild cognitive impairment from sleep electroencephalography for patients with Parkinson’s disease

    Madan Parajuli, Amy W. Amara, Mohamed Shaban · 2023 · PLoS ONE

    Cites paper 31 citations

90. Machine learning of brain-specific biomarkers from EEG

    Philipp Bomatter, Joseph Paillard, Pilar Garcés, Jörg Hipp, Denis A. Engemann · 2024 · EBioMedicine

    Cites paper 30 citations

91. Dysfunction of motor cortices in Parkinson’s disease

    Hong‐Yuan Chu, Yoland Smith, William W. Lytton, Scott T. Grafton, Rosa M. Villalba, Gunasingh Masilamoni, Thomas Wichmann · 2024 · Cerebral Cortex

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92. Optimal control of directional deep brain stimulation in the parkinsonian neuronal network

    Denggui Fan, Zhihui Wang, Qingyun Wang · 2015 · Communications in Nonlinear Science and Numerical Simulation

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93. Anodal tDCS modulates cortical activity and synchronization in Parkinson's disease depending on motor processing

    Anna Schoellmann, Marlieke Scholten, Barbara Wasserka, Rathinaswamy B. Govindan, Rejko Krüger, Alireza Gharabaghi, Christian Plewnia, Daniel Weiß · 2019 · NeuroImage Clinical

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94. Spatial analysis of EEG signals for Parkinson’s disease stage detection

    Erfan Naghsh, Mohamad Farzan Sabahi, Soosan Beheshti · 2019 · Signal Image and Video Processing

    Cites paper 29 citations

95. Dopaminergic Modulation of Local Non-oscillatory Activity and Global-Network Properties in Parkinson’s Disease: An EEG Study

    Juanli Zhang, Arno Villringer, Vadim V. Nikulin · 2022 · Frontiers in Aging Neuroscience

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96. Movement-Modulation of Local Power and Phase Amplitude Coupling in Bilateral Globus Pallidus Interna in Parkinson Disease

    Nicholas AuYong, Mahsa Malekmohammadi, Joni Ricks-Oddie, Nader Pouratian · 2018 · Frontiers in Human Neuroscience

    Cites paper 29 citations

97. Effects of high-frequency stimulation of the internal pallidal segment on neuronal activity in the thalamus in parkinsonian monkeys

    Stefan Kammermeier, Damien Pittard, Ikuma Hamada, Thomas Wichmann · 2016 · Journal of Neurophysiology

    Cites paper 29 citations

98. <scp>Medication‐invariant</scp> resting aperiodic and periodic neural activity in Parkinson's disease

    Daniel J. McKeown, Manon Jones, Camilla Pihl, Anna J Finley, Nicholas J. Kelley, Oliver Baumann, Victor R. Schinazi, Ahmed A. Moustafa, James F. Cavanagh, Douglas J. Angus · 2023 · Psychophysiology

    Cites paper 29 citations

99. A Pyramidal Spatial-Based Feature Attention Network for Schizophrenia Detection Using Electroencephalography Signals

    Mohan Karnati, Geet Sahu, Abhishek Gupta, Ayan Seal, Ondřej Krejcar · 2023 · IEEE Transactions on Cognitive and Developmental Systems

    Cites paper 28 citations

100. Neuronal biomarkers of Parkinson's disease are present in healthy aging

     Juanli Zhang, Mina Jamshidi Idaji, Arno Villringer, Vadim V. Nikulin · 2021 · NeuroImage

     Cites paper 27 citations

101. Neuroimaging and electrophysiology meet invasive neurostimulation for causal interrogations and modulations of brain states

     Gabriel González‐Escamilla, Muthuraman Muthuraman, Dumitru Ciolac, Volker A. Coenen, Alfons Schnitzler, Sergiu Groppa · 2020 · NeuroImage

     Cites paper 27 citations

102. Rodent models for gait network disorders in Parkinson's disease – a translational perspective

     Nikolaus Wenger, Arend Vogt, Matej Skrobot, Elisa L. Garulli, Burçe Kabaoğlu, Christina Salchow-Hömmen, Thomas Schauer, Daniel Kroneberg, Michael K. Schuhmann, Chi Wang Ip, Christoph Harms, Matthias Endres, Ioannis U. Isaias, Philip Tovote, Robert Blum · 2022 · Experimental Neurology

     Cites paper 27 citations

103. EEG-Derived Functional Connectivity Patterns Associated with Mild Cognitive Impairment in Parkinson’s Disease

     Alejandro Armando Peláez Suárez, Sheila Berrillo Batista, Ivonne Pedroso Ibáñez, Enrique Casabona Fernández, Marinet Fuentes Campos, Lilia Morales Chacón · 2021 · Behavioral Sciences

     Cites paper 27 citations

104. Abnormal Phase Coupling in Parkinson’s Disease and Normalization Effects of Subthreshold Vestibular Stimulation

     Soojin Lee, Aiping Liu, Z. Jane Wang, Martin J. McKeown · 2019 · Frontiers in Human Neuroscience

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105. A novel approach for Parkinson’s disease detection using Vold-Kalman order filtering and machine learning algorithms

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