EEG-fMRI: physiological basis, technique, and applications
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| Format: | Buch |
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| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2010
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| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XXIII, 539 S. zahlr. Ill., graph. Darst. 24 cm |
| ISBN: | 9783540879183 |
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| 245 | 1 | 0 | |a EEG-fMRI |b physiological basis, technique, and applications |c Christoph Mulert ... |
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Datensatz im Suchindex
| _version_ | 1804141146766573568 |
|---|---|
| adam_text | Titel: EEG-fMRI
Autor: Mulert, Christoph
Jahr: 2010
Part I Background 1
1 Principles of Multimodal Functional Imaging
and Data Integration 3
Arno Villringer, Christoph Mulert, and Louis Lemieux
1 Introduction 3
2 Modes of Data Integration 4
3 Multimodal Data Acquisition Strategies: Degree of Synchrony 7
4 Multimodal Data Integration Strategies 8
4.1 Spatial Coregistration 8
4.2 Asymmetric Integration 9
4.3 Symmetrical Data Fusion 10
5 Summary 12
2 EEG: Origin and Measurement 19
Fernando Lopes da Silva
1 Introduction to the Electrophysiology of the Brain 19
2 Origin of EEG and MEG I: Cellular Sources 20
3 Main Types of Rhythmical EEG/MEG Activities:
Phenomenology and Functional Significance 22
3.1 Sleep EEG Phenomena 22
3.2 Alpha Rhythms of Neocortex and Thalamus 24
3.3 Beta/Gamma Activity of the Neocortex 26
3.4 DC 30
4 Origin of the EEG/MEG II:
Generators, Volume Conduction and Source Estimation 30
5 Localisation Methods Applied
to Spontaneous Oscillatory Activities 33
5.1 EEG-Correlated fMRl 34
6 Conclusions 34
xi
xii Contents
3 The Basics of Functional Magnetic Resonance Imaging 39
Ralf Deichmann, Ulrike Noth, and Nikolaus Weiskopf
1 The Basics of MR Imaging 39
1.1 Spins in an External Magnetic Field 39
1.2 The Magnetic Resonance Effect 40
1.3 Spatial Encoding in MR Imaging 40
1.4 Relaxation Times Tl and T2 43
1.5 Gradient Echoes and the Relaxation Time T2* 44
1.6 k-Space 46
1.7 Echo Planar Imaging (EPI) 47
1.8 Spin Echoes 48
1.9 The Specific Absorption Rate (SAR) 49
2 The Cerebral Blood Flow (CBF) 50
2.1 Definition, Order of Magnitude, Measurement 50
2.2 Arterial Spin Labelling Measurements 52
2.3 Labelling Methods 53
2.4 Quantification Problems in ASL 53
3 The Cerebral Blood Volume (CBV) 54
3.1 Definition, Order of Magnitude, Measurement 54
3.2 Contrast Agent-Based Methods 54
3.3 Contrast Agent-Free Method:
Vascular Space Occupancy Measurement 56
4 The BOLD Effect and Functional MRI 57
4 Locally Measured Neuronal Correlates of Functional MRI Signals 63
Amir Shmuel
1 Blood Oxygenation Level Dependent Functional MRI Signals 63
2 Synaptic Activity and Local Field Potentials;
Spiking and Multiunit Activity 64
3 Neurophysiological Activity and fMRI Signals: Time and Space 65
4 Neurophysiological Activity and fMRI Signals:
Amplitude and Reliability 66
5 The Driving Force of the Haemodynamic Response:
Synaptic or Spiking Activity? 68
6 Neuronal Correlates of Negative Bold Responses 73
7 Neuronal Correlates of Spontaneous Fluctuations in fMRI Signals 74
8 Neurovascular Coupling 75
9 Summary 78
5 What Can fMRI Add to the ERP Story? 83
Christoph Mulert
1 Introduction 83
2 ERP Generator Localisation 85
3 The Inverse Problem of EEG 85
Contents xiii
4 Does fMRI Help to Solve the Inverse Problem? 88
5 Further Aspects 90
5.1 Serial Processing vs. Parallel and Reciprocal Network Activity 90
5.2 Subcortical Processing 90
6 Conclusions 91
6 The Added Value of EEG-fMRI in Imaging Neuroscience 97
Rainer Goebel and Fabrizio Esposito
1 Introduction 97
2 The EEG-fMRI Integrated Source Space 98
3 Integration Strategies for EEG-fMRI Studies 102
4 Illustration of the Integration of fMRI and EEG in the Temporal Domain ... 103
5 Illustration of the Integration of fMRI and EEG in the Spatial Domain 104
6 Discussion 108
Part II Technical and Methodological Aspects
of Combined EEG-fMRI Experiments 113
7 EEG Instrumentation and Safety 115
Philip J. Allen
Abbreviations 115
1 Introduction 115
2 EEG Instrumentation 116
2.1 Electrodes 116
2.2 EEG Recording System 118
2.3 RF Emissions 122
2.4 Miscellaneous Factors 123
2.5 Summary 124
3 Safety 124
3.1 Safety Limits 124
3.2 Static Field 125
3.3 Gradient Fields 125
3.4 Eddy Currents 126
3.5 RF Fields 126
3.6 Implanted Electrodes 129
3.7 Summary 130
8 EEG Quality: Origin and Reduction
of the EEG Cardiac-Related Artefact 135
Stefan Debener, Cornelia Kranczioch, and Ingmar Gutberlet
1 Introduction 135
2 Characteristics of the Pulse Artefact 136
3 Origin of the Pulse Artefact, Simulations and Modelling 139
4 Reducing the Pulse Artefact Using
Waveform Removal Approaches 142
xiv Contents
5 Removing the Pulse Artefact Using
Spatial Pattern Removal Approaches 145
6 Evaluation of Pulse Artefact Removal Approaches 148
7 Conclusions 148
9 EEG Quality: The Image Acquisition Artefact 153
Petra Ritter, Robert Becker, Frank Freyer, and Arno Villringer
Abbreviations 153
1 Origin of the Image Acquisition Artefact 153
2 Characteristics of the Image Acquisition Artefact 154
3 Avoiding Image Acquisition Artefacts:
Interleaved EEG-fMRI Protocols 156
4 Reduction of Image Acquisition Artefacts 158
4.1 Reduction at the Source 158
4.2 Synchronisation of EEG and fMRI Data Acquisitions 159
5 Correction of the Image Acquisition Artefact
Using EEG Post-Processing 161
5.1 Artefact Template Subtraction 161
5.2 Computing and Correcting Timing Errors 163
5.3 Temporal Principal Component Analysis 163
5.4 Independent Component Analysis 165
5.5 Filtering in the Frequency Domain 166
6 Evaluation of Correction Methods 166
10 Image Quality Issues 173
David Carmichael
1 fMRI Pulse Sequences 173
2 GE-EPI 174
2.1 Image Blurring 174
2.2 Geometric Distortion 177
2.3 Signal Dropout 179
2.4 Image Ghosting 182
2.5 RF Interference 182
3 Other Sources of Image Artefact in fMRI 183
3.1 Bulk Head Motion 183
3.2 Physiological Noise 184
4 The Impact of EEG Recording on MR Image Quality 184
4.1 Main Static Magnetic Field (Bo) Effects 185
4.2 Transverse Rotational Magnetic Field (B^ Effects 186
4.3 Impact on SNR 189
5 fMRI Quality Assurance (QA) 190
5.1 Quantification of SNR and Temporal SNR 190
5.2 The Weisskoff Test 192
5.3 Coherent Noise Testing 193
6 Summary and Conclusions 194
Contents xv
11 Specific Issues Related to EEG-fMRI at Bo 3 T 201
Giorgio Bonmassar and Karen J. Mullinger
1 Introduction 201
2 Safety Considerations 201
2.1 Physical Principles and Relevant Safety Guidelines 201
2.2 Safety Studies at High Fields 202
3 EEG Recording and Quality 206
3.1 Pulse-Related Artifact 208
3.2 Other Noise Sources at High Field 208
4 Image Quality 209
5 Example of an Application of EEG-fMRI at 7 T:
Auditory Steady State Response (ASSR) 210
6 Conclusions 211
Appendix 1: The Multidimensional Kalman Adaptive
Filtering Method 212
Appendix 2: The Open Hardware and Software Project.
The High-Field One System for Real-Time EEG-fMRI 214
Main Design Features 215
12 Experimental Design and Data Analysis Strategies 221
Christian-G. Benar, Andrew P. Bagshaw, and Louis Lemieux
1 Introduction 221
2 Data Acquisition and Experimental Design 222
2.1 Interleaved EEG and fMRI Acquisitions:
Triggered and Sparse Scanning 223
2.2 Simultaneous EEG and fMRI Acquisitions: Continuous Scanning 225
2.3 Experimental Protocol 225
3 Analysis of Simultaneously Acquired EEG-fMRI Data 227
3.1 Model-Based Analysis of fMRI Time-Series Data 228
3.2 EEG-Derived GLM: Use of Event Onsets
and Illustration in Epilepsy 232
3.3 EEG-Derived GLM: Parametric Design and Single Trial 235
3.4 EEG-Derived GLM: EEG Spectrum 236
3.5 Multivariate Analysis 239
4 EEG and fMRI Localisation: Modes of Integration 239
4.1 Comparison of Independently Derived Results 240
4.2 fMRI as a Spatial Constraint for EEG Source Reconstruction 240
4.3 Towards Symmetrical Models of EEG and fMRI Fusion 242
5 Unresolved Problems and Caveats 242
5.1 Relationship Between Neuronal Activity,
EEG and fMRI Signals 243
5.2 Specific Issues Related to Spontaneous Brain Activity 244
5.3 The Impact of Data Acquisition and
Processing Artefacts on fMRI Data Analysis 245
6 Summary and Outlook 247
|
xvi Contents
Part III Applications of EEG-fMRI 259
Resting State 261
13 Brain Rhythms 263
Helmut Laufs
1 Considerations for the Study of Rest 263
1.1 Why Study the Resting State? 263
2 A Multimodal Approach to the Resting State 264
2.1 From Unimodal to Multimodal Studies of Rest 265
2.2 Endogenous Brain Oscillations in Healthy Subjects 266
2.3 Similar Electrical Oscillations, Different fMRI Networks 267
2.4 Similar fMRI Networks, Different Electrical Oscillations 269
2.5 Brain Oscillations and Networks During Sleep 270
2.6 Endogenous Brain Oscillations in Patients with Epilepsy 271
3 Linking Neuronal Oscillations to Haemodynamic Changes 271
4 Conclusion 272
14 Sleep 279
Michael Czisch and Renate Wehrle
Abbreviations 279
1 FMRI in Sleep Research 279
1.1 Sleep 279
1.2 Imaging Sleep 282
1.3 EEG and fMRI in Sleep Research 283
2 fMRI During Sleep: Technical Challenges 285
2.1 General Issues with Sleep fMRI 286
2.2 More Specific Issues with Sleep fMRI 288
2.3 Possible Solutions 290
3 FMRI in Sleep: Results 291
3.1 Spontaneous Sleep 291
3.2 Sensory Processing During Sleep 296
3.3 Animal Data 300
4 Summary and Outlook 301
Epilepsy 307
15 EEG-fMRI in Adults with Focal Epilepsy 309
Matthew C. Walker, Umair J. Chaudhary, and Louis Lemieux
1 Introduction 309
2 Interictal EEG-fMRI 310
2.1 What Is an Interictal Spike? 310
2.2 Interictal Epileptiform Activity in Presurgical Assessment 311
2.3 Methodology 313
Contents xvii
2.4 Relevance of the Observed BOLD Changes 316
2.5 Clinical Utility 318
2.6 The Influence of Lesions 320
3 Ictal EEG-fMRI 321
3.1 Limitations of Ictal EEG-fMRI 322
3.2 Detection of Ictal Activity 324
3.3 General Linear Model Building 325
3.4 Application of Ictal EEG-fMRI 325
4 Conclusions 326
16 EEG-fMRI in Idiopathic Generalised Epilepsy (Adults) 333
Patrick Carney and Graeme Jackson
1 Idiopathic Generalised Epilepsy 333
1.1 Definition and Classification 333
1.2 The EEG in Idiopathic Generalised Epilepsy 334
2 Mechanisms of Generalised Spike and Wave
in Idiopathic Generalised Epilepsy 334
3 EEG-fMRI in Human IGE 335
3.1 Early EEG-fMRI Studies 335
3.2 Overview of EEG-fMRI Data 336
4 Structures and Networks: Future Directions for EEG-fMRI in IGE 344
5 Conclusion 345
17 EEG-fMRI in Children with Epilepsy 349
Michael Siniatchkin and Francois Dubeau
Abbreviations 349
1 EEG-fMRI in Children with Epilepsy 349
2 Methodological Issues Specific to Paediatric EEG-fMRI Studies 350
2.1 Patient Selection and Scanning 350
2.2 Modelling IED-Related BOLD Changes in Children:
Variability and Developmental Changes 350
3 Results of EEG-fMRI Studies in Paediatric Epilepsy 351
3.1 Idiopathic Focal Epilepsies 351
3.2 Symptomatic and Cryptogenic Focal Epilepsies 353
3.3 Epileptic Encephalopathies 357
3.4 Idiopathic Generalised Epilepsies 358
Activation Studies 363
18 Combining EEG and fMRI in Pain Research 365
G.D. Iannetti and A. Mouraux
1 Introduction 365
2 Combining EEG and fMRI in Pain Research: General Issues 367
3 Combining EEG and fMRI in Pain Research: Practical Issues 370
xvjjj Contents
3.1 Selectivity of the Nociceptive Input in EEG-fMRI Studies 370
3.2 Delivery of Nociceptive Stimuli
in the EEG-fMRI Environment 371
3.3 Experimental Design 372
4 Studies Combining EEG and fMRI in Pain Research 373
5 Future Directions: EEG-Driven Analysis
of fMRI BOLD Responses to Nociceptive Stimulation 375
5.1 Single-Trial Estimation of the Magnitude
of Stimulus-Evoked EEG Responses 376
5.2 Correlation Between EEG
and fMRI Responses at Single-Trial Level 377
19 Simultaneous EEG and fMRI of the Human
Auditory System 385
Christoph S. Herrmann, Andre Brechmann, and Henning Scheich
1 Introduction 385
2 Specifics of Auditory Recordings 386
2.1 Interference of the Static Magnetic Field 386
2.2 Interference of Transient Magnetic Fields 387
2.3 BOLD Response to Scanner Noise 387
2.4 Sparse Sampling 388
2.5 Silent fMRI Acquisition 389
2.6 Adjusting Auditory Stimulus Frequencies 389
3 Simultaneous EEG and fMRI in Auditory Experiments 391
4 Low-Noise fMRI Sequences for Simultaneous Experiments 392
5 Conclusions 395
20 Visual System 401
Robert Becker, Petra Ritter, and Arno Villringer
1 Simultaneous EEG-fMRI of the Visual System:
Signal Quality 401
2 fMRI-Informed EEG of the Visual System 402
2.1 Localising Visual Evoked Potentials 403
2.2 Visual Attention and Other Cognitive Processes 404
3 EEG-Informed fMRI of the Visual System 406
3.1 Spontaneous EEG Oscillations 407
3.2 Task-Related EEG Activity 409
4 Uninformed EEG-fMRI and Other Approaches 410
4.1 Event-Related Oscillations 410
4.2 Visual Attention and Other Cognitive Processes 410
5 Investigating Neurovascular Coupling
in the Visual System by EEG-fMRI 411
6 Outlook 413
Contents xix
21 Cognition 419
Susanne Karch and Christoph Mulert
1 Advantages and Disadvantages of Simultaneous
EEG-fMRI Recordings of Cognitive Functions 419
2 Cognitive Functions 420
2.1 Attention 420
2.2 Executive Functions 428
2.3 Memory 438
3 Limitations and Outlook 439
Special Topics 451
22 Neuronal Models for EEG-fMRI Integration 453
James M. Kilner and Karl J. Friston
1 EEG and fMRI Integration 453
2 Neuronal Model of EEG-fMRI Integration 454
2.1 Dimensional Analysis 454
2.2 Modelling Activations 456
2.3 Effect of Neuronal Activation on BOLD 457
2.4 Effect of Neuronal Activation on EEG 457
3 Empirical Evidence for the Model 459
4 Summary 462
23 BOLD Response and EEG Gamma Oscillations 465
Gregor Leicht, Christoph S. Herrmann, and Christoph Mulert
1 Introduction 465
2 Methodical Issues 466
3 Gamma Activity and BOLD Response 468
3.1 Co-variation of High-Frequency Oscillations
and the BOLD Signal 468
3.2 Gamma Activity and BOLD Response:
Variation Across Subjects 472
3.3 Gamma Activity and BOLD Response:
Further Reports 474
3.4 Outlook: Single-Trial Coupling of
Gamma Activity and BOLD Response 477
4 Conclusions 477
24 EEG-fMRI in Animal Models 485
Damien J. Ellens and Hal Blumenfeld
1 Introduction 485
xx Contents
2 Advantages of EEG-fMRI in Animal Models 487
3 Limitations and Technical Challenges
of EEG-fMR] in Animal Models 488
4 Anaesthesia 488
5 Movement: Curarisation and Habituation 490
6 Physiology 490
7 MR-Compatible Electrodes 491
8 EEQ Artefacts and Artefact Removal 492
9 Data Analysis 492
10 Applications of Simultaneous EEG-fMRI in Animals 498
11 Epilepsy 499
12 Absence Seizure Models 499
13 Generalised Tonic-Clonic Seizure Models 500
14 Partial Seizure Models 500
15 Sleep 501
16 Sensorimotor Stimulation Models 502
17 The Electrophysiological Substrates of the BOLD Effect:
Simultaneous Microelectrode EEG Recordings and fMRI 502
18 Future Directions 503
19 Conclusions 504
25 EEG-fMRI Information Fusion: Biophysics and Data Analysis 511
Jean Daunizeau, Helmut Laufs, and Karl J. Friston
1 Introduction 511
2 EEG-fMRI Information Fusion: Limitations 512
2.1 Neurovascular Coupling and Decoupling 512
2.2 Experimental Limitations 513
3 EEG-fMRI Information Fusion: Solutions 514
3.1 Information Fusion: Definition 514
3.2 Asymmetrical vs. Symmetrical Approaches 515
3.3 EEG to fMRI Approaches 516
3.4 fMRI to EEG Approaches 517
3.5 Towards Symmetrical EEG-fMRI Approaches 518
4 Conclusion 522
Outlook 527
Index 529
|
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| genre | (DE-588)4143413-4 Aufsatzsammlung gnd-content |
| genre_facet | Aufsatzsammlung |
| id | DE-604.BV036086119 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T22:11:14Z |
| institution | BVB |
| isbn | 9783540879183 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-018977079 |
| oclc_num | 429183457 |
| open_access_boolean | |
| owner | DE-19 DE-BY-UBM DE-11 DE-355 DE-BY-UBR DE-29T |
| owner_facet | DE-19 DE-BY-UBM DE-11 DE-355 DE-BY-UBR DE-29T |
| physical | XXIII, 539 S. zahlr. Ill., graph. Darst. 24 cm |
| publishDate | 2010 |
| publishDateSearch | 2010 |
| publishDateSort | 2010 |
| publisher | Springer |
| record_format | marc |
| spelling | EEG-fMRI physiological basis, technique, and applications Christoph Mulert ... Berlin [u.a.] Springer 2010 XXIII, 539 S. zahlr. Ill., graph. Darst. 24 cm txt rdacontent n rdamedia nc rdacarrier Brain Mapping methods Brain mapping Brain physiology Electroencephalography Magnetic Resonance Imaging Magnetic resonance imaging Funktionelle Kernspintomografie (DE-588)7618675-1 gnd rswk-swf Elektroencephalographie (DE-588)4014254-1 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Funktionelle Kernspintomografie (DE-588)7618675-1 s Elektroencephalographie (DE-588)4014254-1 s DE-604 Mulert, Christoph Sonstige (DE-588)1028794304 oth Erscheint auch als Online-Ausgabe 978-3-540-87919-0 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=018977079&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | EEG-fMRI physiological basis, technique, and applications Brain Mapping methods Brain mapping Brain physiology Electroencephalography Magnetic Resonance Imaging Magnetic resonance imaging Funktionelle Kernspintomografie (DE-588)7618675-1 gnd Elektroencephalographie (DE-588)4014254-1 gnd |
| subject_GND | (DE-588)7618675-1 (DE-588)4014254-1 (DE-588)4143413-4 |
| title | EEG-fMRI physiological basis, technique, and applications |
| title_auth | EEG-fMRI physiological basis, technique, and applications |
| title_exact_search | EEG-fMRI physiological basis, technique, and applications |
| title_full | EEG-fMRI physiological basis, technique, and applications Christoph Mulert ... |
| title_fullStr | EEG-fMRI physiological basis, technique, and applications Christoph Mulert ... |
| title_full_unstemmed | EEG-fMRI physiological basis, technique, and applications Christoph Mulert ... |
| title_short | EEG-fMRI |
| title_sort | eeg fmri physiological basis technique and applications |
| title_sub | physiological basis, technique, and applications |
| topic | Brain Mapping methods Brain mapping Brain physiology Electroencephalography Magnetic Resonance Imaging Magnetic resonance imaging Funktionelle Kernspintomografie (DE-588)7618675-1 gnd Elektroencephalographie (DE-588)4014254-1 gnd |
| topic_facet | Brain Mapping methods Brain mapping Brain physiology Electroencephalography Magnetic Resonance Imaging Magnetic resonance imaging Funktionelle Kernspintomografie Elektroencephalographie Aufsatzsammlung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=018977079&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT mulertchristoph eegfmriphysiologicalbasistechniqueandapplications |