Pamela Kathleen Douglas, Ph.D. - Publications

Affiliations: 
BIomedical Engineering University of California, Los Angeles, Los Angeles, CA 
Area:
Machine Learning, EEG, fMRI, Decision Making
Website:
https://scholar.google.com/citations?user=Bi3cswkAAAAJ&hl=en

28 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Choupan J, Douglas PK, Gal Y, Cohen MS, Reutens DC, Yang Z. Temporal Embedding and Spatiotemporal Feature Selection Boost Multi-voxel Pattern Analysis Decodingaccuracy. Journal of Neuroscience Methods. 108836. PMID 32726664 DOI: 10.1016/j.jneumeth.2020.108836  0.96
2020 Anderson AE, Diaz-Santos M, Frei S, Dang BH, Kaur P, Lyden P, Buxton R, Douglas PK, Bilder RM, Esfandiari M, Friston KJ, Nookala U, Bookheimer SY. Hemodynamic latency is associated with reduced intelligence across the lifespan: an fMRI DCM study of aging, cerebrovascular integrity, and cognitive ability. Brain Structure & Function. PMID 32474754 DOI: 10.1007/s00429-020-02083-w  0.76
2020 Christov-Moore L, Reggente N, Douglas PK, Feusner JD, Iacoboni M. Predicting Empathy From Resting State Brain Connectivity: A Multivariate Approach. Frontiers in Integrative Neuroscience. 14: 3. PMID 32116582 DOI: 10.3389/fnint.2020.00003  0.4
2018 Douglas DB, Ro T, Toffoli T, Krawchuk B, Muldermans J, Gullo J, Dulberger A, Anderson AE, Douglas PK, Wintermark M. Neuroimaging of Traumatic Brain Injury. Medical Sciences (Basel, Switzerland). 7. PMID 30577545 DOI: 10.3390/medsci7010002  0.48
2018 Douglas DB, Chaudhari R, Zhao JM, Gullo J, Kirkland J, Douglas PK, Wolin E, Walroth J, Wintermark M. Perfusion Imaging in Acute Traumatic Brain Injury. Neuroimaging Clinics of North America. 28: 55-65. PMID 29157853 DOI: 10.1016/j.nic.2017.09.002  0.48
2017 Xie J, Douglas PK, Wu YN, Brody AL, Anderson AE. Decoding the Encoding of Functional Brain Networks: an fMRI Classification Comparison of Non-negative Matrix Factorization (NMF), Independent Component Analysis (ICA), and Sparse Coding Algorithms. Journal of Neuroscience Methods. PMID 28322859 DOI: 10.1016/j.jneumeth.2017.03.008  0.52
2016 Sengupta B, Tozzi A, Cooray GK, Douglas PK, Friston KJ. Towards a Neuronal Gauge Theory. Plos Biology. 14: e1002400. PMID 26953636 DOI: 10.1371/journal.pbio.1002400  0.76
2015 Douglas DB, Iv M, Douglas PK, Anderson A, Vos SB, Bammer R, Zeineh M, Wintermark M. Diffusion Tensor Imaging of TBI: Potentials and Challenges. Topics in Magnetic Resonance Imaging : Tmri. 24: 241-51. PMID 26502306 DOI: 10.1097/RMR.0000000000000062  0.96
2015 Cooray GK, Sengupta B, Douglas P, Friston K. Dynamic causal modelling of electrographic seizure activity using Bayesian belief updating. Neuroimage. PMID 26220742 DOI: 10.1016/j.neuroimage.2015.07.063  0.96
2015 Cooray GK, Sengupta B, Douglas P, Englund M, Wickstrom R, Friston K. Characterising seizures in anti-NMDA-receptor encephalitis with dynamic causal modelling. Neuroimage. 118: 508-519. PMID 26032883 DOI: 10.1016/j.neuroimage.2015.05.064  0.96
2014 Douglas PK, Pisani M, Reid R, Head A, Lau E, Mirakhor E, Bramen J, Gordon B, Anderson A, Kerr WT, Cheong C, Cohen MS. Method for simultaneous fMRI/EEG data collection during a focused attention suggestion for differential thermal sensation. Journal of Visualized Experiments : Jove. e3298. PMID 24429915 DOI: 10.3791/3298  0.96
2014 Anderson A, Douglas PK, Kerr WT, Haynes VS, Yuille AL, Xie J, Wu YN, Brown JA, Cohen MS. Non-negative matrix factorization of multimodal MRI, fMRI and phenotypic data reveals differential changes in default mode subnetworks in ADHD. Neuroimage. 102: 207-19. PMID 24361664 DOI: 10.1016/j.neuroimage.2013.12.015  0.96
2014 Kerr WT, Douglas PK, Anderson A, Cohen MS. The utility of data-driven feature selection: re: Chu et al. 2012. Neuroimage. 84: 1107-10. PMID 23891886 DOI: 10.1016/j.neuroimage.2013.07.050  0.96
2013 Kerr WT, Cho AY, Anderson A, Douglas PK, Lau EP, Hwang ES, Raman KR, Trefler A, Cohen MS, Nguyen ST, Reddy NM, Silverman DH. Balancing Clinical and Pathologic Relevence in the Machine Learning Diagnosis of Epilepsy. ... International Workshop On Pattern Recognition in Neuroimaging. International Workshop On Pattern Recognition in Neuroimaging. 2013: 86-89. PMID 25302313 DOI: 10.1109/PRNI.2013.31  0.96
2013 He BJ, Nolte G, Nagata K, Takano D, Yamazaki T, Fujimaki Y, Maeda T, Satoh Y, Heckers S, George MS, Lopes da Silva F, de Munck JC, Van Houdt PJ, Verdaasdonk RM, Ossenblok P, ... ... Douglas PK, et al. Abstracts of Presentations at the International Conference on Basic and Clinical Multimodal Imaging (BaCI), a Joint Conference of the International Society for Neuroimaging in Psychiatry (ISNIP), the International Society for Functional Source Imaging (ISFSI), the International Society for Bioelectromagnetism (ISBEM), the International Society for Brain Electromagnetic Topography (ISBET), and the EEG and Clinical Neuroscience Society (ECNS), in Geneva, Switzerland, September 5-8, 2013. Clinical Eeg and Neuroscience. PMID 24368763 DOI: 10.1177/1550059413507209  1
2013 Douglas PK, Lau E, Anderson A, Head A, Kerr W, Wollner M, Moyer D, Li W, Durnhofer M, Bramen J, Cohen MS. Single trial decoding of belief decision making from EEG and fMRI data using independent components features. Frontiers in Human Neuroscience. 7: 392. PMID 23914164 DOI: 10.3389/fnhum.2013.00392  0.96
2013 Kerr WT, Nguyen ST, Cho AY, Lau EP, Silverman DH, Douglas PK, Reddy NM, Anderson A, Bramen J, Salamon N, Stern JM, Cohen MS. Computer-Aided Diagnosis and Localization of Lateralized Temporal Lobe Epilepsy Using Interictal FDG-PET. Frontiers in Neurology. 4: 31. PMID 23565107 DOI: 10.3389/fneur.2013.00031  0.96
2012 Kerr WT, Anderson A, Lau EP, Cho AY, Xia H, Bramen J, Douglas PK, Braun ES, Stern JM, Cohen MS. Automated diagnosis of epilepsy using EEG power spectrum. Epilepsia. 53: e189-92. PMID 22967005 DOI: 10.1111/j.1528-1167.2012.03653.x  0.96
2012 Colby JB, Rudie JD, Brown JA, Douglas PK, Cohen MS, Shehzad Z. Insights into multimodal imaging classification of ADHD. Frontiers in Systems Neuroscience. 6: 59. PMID 22912605 DOI: 10.3389/fnsys.2012.00059  0.96
2012 Anderson A, Han D, Douglas PK, Bramen J, Cohen MS. Real-time functional MRI classification of brain states using Markov-SVM hybrid models: Peering inside the rt-fMRI black box Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7263: 242-255. DOI: 10.1007/978-3-642-34713-9_31  0.96
2011 Anderson A, Bramen J, Douglas PK, Lenartowicz A, Cho A, Culbertson C, Brody AL, Yuille AL, Cohen MS. Large Sample Group Independent Component Analysis of Functional Magnetic Resonance Imaging Using Anatomical Atlas-Based Reduction and Bootstrapped Clustering. International Journal of Imaging Systems and Technology. 21: 223-231. PMID 22049263 DOI: 10.1002/ima.20286  0.96
2011 Bystritsky A, Korb AS, Douglas PK, Cohen MS, Melega WP, Mulgaonkar AP, DeSalles A, Min BK, Yoo SS. A review of low-intensity focused ultrasound pulsation. Brain Stimulation. 4: 125-36. PMID 21777872 DOI: 10.1016/j.brs.2011.03.007  0.96
2011 Douglas PK, Harris S, Yuille A, Cohen MS. Performance comparison of machine learning algorithms and number of independent components used in fMRI decoding of belief vs. disbelief. Neuroimage. 56: 544-53. PMID 21073969 DOI: 10.1016/j.neuroimage.2010.11.002  0.96
2010 Douglas PK, Cohen MS, Distefanoiii JJ. Chronic exposure to mn inhalation may have lasting effects: A physiologically-based toxicokinetic model in rats Toxicological and Environmental Chemistry. 92: 283-303. DOI: 10.1080/02772240902830599  0.96
2009 Douglas PK, Douglas DB, Harrigan DC, Douglas KM. Preparing for pandemic influenza and its aftermath: mental health issues considered. International Journal of Emergency Mental Health. 11: 137-44. PMID 20437844  0.96
2005 Simon SL, Douglas P, Baltuch GH, Jaggi JL. Error analysis of MRI and Leksell stereotactic frame target localization in deep brain stimulation surgery Stereotactic and Functional Neurosurgery. 83: 1-5. PMID 15695925 DOI: 10.1159/000083861  0.96
2004 DeMarse T, Cadotte A, Douglas P, He P, Trinh V. Computation within cultured neural networks. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 7: 5340-3. PMID 17271548 DOI: 10.1109/IEMBS.2004.1404491  0.96
2002 Braverman N, Chen L, Lin P, Obie C, Steel G, Douglas P, Chakraborty PK, Clarke JTR, Boneh A, Moser A, Moser H, Valle D. Mutation analysis of PEX7 in 60 probands with rhizomelic chondrodysplasia punctata and functional correlations of genotype with phenotype Human Mutation. 20: 284-297. PMID 12325024 DOI: 10.1002/humu.10124  0.96
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