Paul Sajda, Phd - Publications

Affiliations: 
Columbia University, New York, NY 
Area:
Theoretical Neuroscience, Cognitive/Systems Neuroscience, Brain Imaging, Systems and Circuits

147 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any innacuracies, 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 Schneck N, Tu T, Falcone HR, Miller JM, Zanderigo F, Sublette ME, Oquendo MA, Stanley B, Burke A, Ochsner K, Sajda P, John Mann J. Large-scale network dynamics in neural response to emotionally negative stimuli linked to serotonin 1A binding in major depressive disorder. Molecular Psychiatry. PMID 32355333 DOI: 10.1038/s41380-020-0733-5  0.56
2020 Luber B, Jangraw DC, Appelbaum G, Harrison A, Hilbig S, Beynel L, Jones T, Sajda P, Lisanby SH. Using Transcranial Magnetic Stimulation to Test a Network Model of Perceptual Decision Making in the Human Brain. Frontiers in Human Neuroscience. 14: 4. PMID 32038206 DOI: 10.3389/fnhum.2020.00004  0.88
2019 Lapborisuth P, Faller J, Koss J, Waytowich NR, Touryan J, Sajda P. Investigating Evoked EEG Responses to Targets Presented in Virtual Reality. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2019: 5536-5539. PMID 31947108 DOI: 10.1109/EMBC.2019.8856761  0.36
2019 Tu T, Sajda P. Simultaneous EEG-fMRI Study Reveals Separate Bias Mechanisms Modulated by Stimulus Evidence During Rapid Face Processing. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2019: 189-193. PMID 31945875 DOI: 10.1109/EMBC.2019.8857544  0.56
2019 Faller J, Cummings J, Saproo S, Sajda P. Regulation of arousal via online neurofeedback improves human performance in a demanding sensory-motor task. Proceedings of the National Academy of Sciences of the United States of America. PMID 30862731 DOI: 10.1073/pnas.1817207116  0.36
2018 Schneck N, Tu T, Haufe S, Bonanno GA, GalfaIvy H, Ochsner K, John Mann J, Sajda P. Ongoing Monitoring of Mindwandering in Avoidant Grief Through Cortico-Basal-Ganglia Interactions. Social Cognitive and Affective Neuroscience. PMID 30535245 DOI: 10.1093/scan/nsy114  0.56
2018 Waytowich NR, Lawhern V, Garcia JO, Cummings J, Faller J, Sajda P, Vettel JM. Compact Convolutional Neural Networks for Classification of Asynchronous Steady-state Visual Evoked Potentials. Journal of Neural Engineering. PMID 30279309 DOI: 10.1088/1741-2552/aae5d8  0.36
2018 Schneck N, Tu T, Bonanno GA, Shear MK, Sajda P, Mann JJ. Self-generated Unconscious Processing of Loss Linked to Less Severe Grieving. Biological Psychiatry. Cognitive Neuroscience and Neuroimaging. PMID 30262338 DOI: 10.1016/j.bpsc.2018.08.003  0.56
2018 Schneck N, Tu T, Michel CA, Bonanno GA, Sajda P, Mann JJ. Attentional Bias to Reminders of the Deceased as Compared With a Living Attachment in Grieving. Biological Psychiatry. Cognitive Neuroscience and Neuroimaging. 3: 107-115. PMID 29529405 DOI: 10.1016/j.bpsc.2017.08.003  0.56
2017 Tu T, Schneck N, Muraskin J, Sajda P. Network configurations in the human brain reflect choice-bias during rapid face processing. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 29118108 DOI: 10.1523/JNEUROSCI.1677-17.2017  0.64
2017 Schneck N, Haufe S, Tu T, Bonanno GA, Ochsner K, Sajda P, Mann JJ. Tracking Deceased-Related Thinking with Neural Pattern Decoding of a Cortical-Basal Ganglia Circuit. Biological Psychiatry. Cognitive Neuroscience and Neuroimaging. 2: 421-429. PMID 28730182 DOI: 10.1016/j.bpsc.2017.02.004  0.56
2017 Muraskin J, Sherwin J, Lieberman G, Garcia JO, Verstynen T, Vettel JM, Sajda P. Fusing multiple neuroimaging modalities to assess group differences in perception-action coupling. Proceedings of the Ieee. Institute of Electrical and Electronics Engineers. 105: 83-100. PMID 28713174 DOI: 10.1109/JPROC.2016.2574702  0.64
2017 Muraskin J, Brown TR, Walz JM, Tu T, Conroy B, Goldman RI, Sajda P. A multimodal encoding model applied to imaging decision-related neural cascades in the human brain. Neuroimage. PMID 28673881 DOI: 10.1016/j.neuroimage.2017.06.059  0.96
2017 Dmochowski JP, Ki J, DeGuzman P, Sajda P, Parra LC. Extracting multidimensional stimulus-response correlations using hybrid encoding-decoding of neural activity. Neuroimage. PMID 28545933 DOI: 10.1016/j.neuroimage.2017.05.037  0.64
2016 Saproo S, Shih V, Jangraw DC, Sajda P. Neural mechanisms underlying catastrophic failure in human-machine interaction during aerial navigation. Journal of Neural Engineering. 13: 066005. PMID 27705959 DOI: 10.1088/1741-2560/13/6/066005  0.88
2016 Muraskin J, Dodhia S, Lieberman G, Garcia JO, Verstynen T, Vettel JM, Sherwin J, Sajda P. Brain dynamics of post-task resting state are influenced by expertise: Insights from baseball players. Human Brain Mapping. PMID 27448098 DOI: 10.1002/hbm.23321  0.64
2015 Lou B, Hsu WY, Sajda P. Perceptual Salience and Reward Both Influence Feedback-Related Neural Activity Arising from Choice. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 35: 13064-75. PMID 26400937 DOI: 10.1523/JNEUROSCI.1601-15.2015  1
2015 Muraskin J, Sherwin J, Sajda P. Knowing when not to swing: EEG evidence that enhanced perception-action coupling underlies baseball batter expertise. Neuroimage. 123: 1-10. PMID 26299795 DOI: 10.1016/j.neuroimage.2015.08.028  1
2015 Walz JM, Goldman RI, Carapezza M, Muraskin J, Brown TR, Sajda P. Prestimulus EEG alpha oscillations modulate task-related fMRI BOLD responses to auditory stimuli. Neuroimage. 113: 153-63. PMID 25797833 DOI: 10.1016/j.neuroimage.2015.03.028  1
2015 Sherwin JS, Muraskin J, Sajda P. Pre-stimulus functional networks modulate task performance in time-pressured evidence gathering and decision-making. Neuroimage. 111: 513-25. PMID 25614974 DOI: 10.1016/j.neuroimage.2015.01.023  1
2014 Smith RT, Post R, Johri A, Lee MD, Ablonczy Z, Curcio CA, Ach T, Sajda P. Simultaneous decomposition of multiple hyperspectral data sets: signal recovery of unknown fluorophores in the retinal pigment epithelium. Biomedical Optics Express. 5: 4171-85. PMID 25574430 DOI: 10.1364/BOE.5.004171  1
2014 Philiastides MG, Heekeren HR, Sajda P. Human scalp potentials reflect a mixture of decision-related signals during perceptual choices. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 34: 16877-89. PMID 25505339 DOI: 10.1523/JNEUROSCI.3012-14.2014  1
2014 Jangraw DC, Johri A, Gribetz M, Sajda P. NEDE: an open-source scripting suite for developing experiments in 3D virtual environments. Journal of Neuroscience Methods. 235: 245-51. PMID 25064189 DOI: 10.1016/j.jneumeth.2014.06.033  1
2014 Jangraw DC, Wang J, Lance BJ, Chang SF, Sajda P. Neurally and ocularly informed graph-based models for searching 3D environments. Journal of Neural Engineering. 11: 046003. PMID 24891496 DOI: 10.1088/1741-2560/11/4/046003  1
2014 Hong L, Walz JM, Sajda P. Your eyes give you away: prestimulus changes in pupil diameter correlate with poststimulus task-related EEG dynamics. Plos One. 9: e91321. PMID 24618591 DOI: 10.1371/journal.pone.0091321  1
2014 Lou B, Li Y, Philiastides MG, Sajda P. Prestimulus alpha power predicts fidelity of sensory encoding in perceptual decision making. Neuroimage. 87: 242-51. PMID 24185020 DOI: 10.1016/j.neuroimage.2013.10.041  1
2014 Walz JM, Goldman RI, Carapezza M, Muraskin J, Brown TR, Sajda P. Simultaneous EEG-fMRI reveals a temporal cascade of task-related and default-mode activations during a simple target detection task. Neuroimage. 102: 229-39. PMID 23962956 DOI: 10.1016/j.neuroimage.2013.08.014  1
2014 Zhang JR, Sherwin J, Dmochowski J, Sajda P, Kender JR. Correlating speaker gestures in political debates with audience engagement measured via EEG Mm 2014 - Proceedings of the 2014 Acm Conference On Multimedia. 387-396. DOI: 10.1145/2647868.2654909  1
2014 Rosenthal D, Deguzman P, Parra LC, Sajda P. Evoked neural responses to events in video Ieee Journal On Selected Topics in Signal Processing. 8: 358-365. DOI: 10.1109/JSTSP.2014.2313022  1
2013 Walz JM, Goldman RI, Carapezza M, Muraskin J, Brown TR, Sajda P. Simultaneous EEG-fMRI reveals temporal evolution of coupling between supramodal cortical attention networks and the brainstem. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 33: 19212-22. PMID 24305817 DOI: 10.1523/JNEUROSCI.2649-13.2013  1
2013 Conroy BR, Walz JM, Sajda P. Fast bootstrapping and permutation testing for assessing reproducibility and interpretability of multivariate fMRI decoding models. Plos One. 8: e79271. PMID 24244465 DOI: 10.1371/journal.pone.0079271  1
2013 Dias JC, Sajda P, Dmochowski JP, Parra LC. EEG precursors of detected and missed targets during free-viewing search. Journal of Vision. 13: 13. PMID 24222183 DOI: 10.1167/13.13.13  1
2013 He B, Coleman T, Genin GM, Glover G, Hu X, Johnson N, Liu T, Makeig S, Sajda P, Ye K. Grand challenges in mapping the human brain: NSF workshop report. Ieee Transactions On Bio-Medical Engineering. 60: 2983-92. PMID 24108705 DOI: 10.1109/TBME.2013.2283970  1
2013 Sherwin J, Sajda P. Musical experts recruit action-related neural structures in harmonic anomaly detection: evidence for embodied cognition in expertise. Brain and Cognition. 83: 190-202. PMID 24056235 DOI: 10.1016/j.bandc.2013.07.002  1
2013 Shi JV, Wielaard J, Smith RT, Sajda P. Perceptual decision making "through the eyes" of a large-scale neural model of v1. Frontiers in Psychology. 4: 161. PMID 23626580 DOI: 10.3389/fpsyg.2013.00161  0.64
2013 Li Y, Lou B, Gao X, Sajda P. Post-stimulus endogenous and exogenous oscillations are differentially modulated by task difficulty. Frontiers in Human Neuroscience. 7: 9. PMID 23386819 DOI: 10.3389/fnhum.2013.00009  1
2013 Jing D, Lu XL, Luo E, Sajda P, Leong PL, Guo XE. Spatiotemporal properties of intracellular calcium signaling in osteocytic and osteoblastic cell networks under fluid flow. Bone. 53: 531-40. PMID 23328496 DOI: 10.1016/j.bone.2013.01.008  1
2013 Muraskin J, Ooi MB, Goldman RI, Krueger S, Thomas WJ, Sajda P, Brown TR. Prospective active marker motion correction improves statistical power in BOLD fMRI. Neuroimage. 68: 154-61. PMID 23220430 DOI: 10.1016/j.neuroimage.2012.11.052  1
2012 Conroy B, Sajda P. Fast, Exact Model Selection and Permutation Testing for ℓ2-Regularized Logistic Regression. Jmlr Workshop and Conference Proceedings. 22: 246-254. PMID 24382986  1
2012 Sherwin J, Muraskin J, Sajda P. You Can't Think and Hit at the Same Time: Neural Correlates of Baseball Pitch Classification. Frontiers in Neuroscience. 6: 177. PMID 23267311 DOI: 10.3389/fnins.2012.00177  0.64
2012 Sajda P. Neural correlates of the time course of the waxing and waning of attention. Frontiers in Psychology. 3: 377. PMID 23060840 DOI: 10.3389/fpsyg.2012.00377  1
2012 Dmochowski JP, Sajda P, Dias J, Parra LC. Correlated components of ongoing EEG point to emotionally laden attention - a possible marker of engagement? Frontiers in Human Neuroscience. 6: 112. PMID 22623915 DOI: 10.3389/fnhum.2012.00112  1
2012 Sajda P. Editorial Ieee Transactions On Neural Systems and Rehabilitation Engineering. 20: 1. DOI: 10.1109/TNSRE.2011.2181443  1
2012 Worring M, Sajda P, Santini S, Shamma DA, Smeaton AF, Yang Q. Where is the user in multimedia retrieval? Ieee Multimedia. 19: 6-10. DOI: 10.1109/MMUL.2012.53  1
2011 Shi JV, Wielaard J, Smith RT, Sajda P. Decoding simulated neurodynamics predicts the perceptual consequences of age-related macular degeneration. Journal of Vision. 11: 4. PMID 22144563 DOI: 10.1167/11.14.4  1
2011 Pernet CR, Sajda P, Rousselet GA. Single-trial analyses: why bother? Frontiers in Psychology. 2: 322. PMID 22073038 DOI: 10.3389/fpsyg.2011.00322  1
2011 Debettencourt M, Goldman R, Brown T, Sajda P. Adaptive Thresholding for Improving Sensitivity in Single-Trial Simultaneous EEG/fMRI. Frontiers in Psychology. 2: 91. PMID 21779255 DOI: 10.3389/fpsyg.2011.00091  1
2011 Pohlmeyer EA, Wang J, Jangraw DC, Lou B, Chang SF, Sajda P. Closing the loop in cortically-coupled computer vision: a brain-computer interface for searching image databases. Journal of Neural Engineering. 8: 036025. PMID 21562364 DOI: 10.1088/1741-2560/8/3/036025  1
2011 Lou B, Walz JM, Shi JV, Sajda P. Learning EEG components for discriminating multi-class perceptual decisions 2011 5th International Ieee/Embs Conference On Neural Engineering, Ner 2011. 675-678. DOI: 10.1109/NER.2011.5910638  1
2011 Jangraw DC, Sajda P. A 3-D immersive environment for characterizing EEG signatures of target detection 2011 5th International Ieee/Embs Conference On Neural Engineering, Ner 2011. 229-232. DOI: 10.1109/NER.2011.5910529  1
2011 Sawan M, Mohseni P, Sajda P, Sanchez JC. Guest editorial special issue on brain-machine interface Ieee Journal On Emerging and Selected Topics in Circuits and Systems. 1: 437-439. DOI: 10.1109/JETCAS.2012.2183471  1
2011 Sajda P, Philiastides MG, Heekeren H, Ratcliff R. Linking Neuronal Variability to Perceptual Decision Making via Neuroimaging The Dynamic Brain: An Exploration of Neuronal Variability and Its Functional Significance. DOI: 10.1093/acprof:oso/9780195393798.003.0010  1
2011 Dyrholm M, Sajda P. Discriminant multitaper component analysis of EEG Aip Conference Proceedings. 1371: 171-177. DOI: 10.1063/1.3596640  1
2010 Pohlmeyer EA, Jangraw DC, Wang J, Chang SF, Sajda P. Combining computer and human vision into a BCI: can the whole be greater than the sum of its parts? Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 138-41. PMID 21096742 DOI: 10.1109/IEMBS.2010.5627403  1
2010 Lee N, Wielaard J, Fawzi AA, Sajda P, Laine AF, Martin G, Humayun MS, Smith RT. In vivo snapshot hyperspectral image analysis of age-related macular degeneration. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 5363-6. PMID 21096261 DOI: 10.1109/IEMBS.2010.5626463  1
2010 Sajda P. Mapping visual stimuli to perceptual decisions via sparse decoding of mesoscopic neural activity. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 4521. PMID 21095785 DOI: 10.1109/IEMBS.2010.5626062  1
2010 Liu XS, Zhang XH, Rajapakse CS, Wald MJ, Magland J, Sekhon KK, Adam MF, Sajda P, Wehrli FW, Guo XE. Accuracy of high-resolution in vivo micro magnetic resonance imaging for measurements of microstructural and mechanical properties of human distal tibial bone. Journal of Bone and Mineral Research : the Official Journal of the American Society For Bone and Mineral Research. 25: 2039-50. PMID 20499379 DOI: 10.1002/jbmr.92  1
2010 Sajda P, Pohlmeyer E, Wang J, Parra LC, Christoforou C, Dmochowski J, Hanna B, Bahlmann C, Singh MK, Chang SF. In a blink of an eye and a switch of a transistor: Cortically coupled computer vision Proceedings of the Ieee. 98: 462-478. DOI: 10.1109/JPROC.2009.2038406  1
2010 Christoforou C, Haralick RM, Sajda P, Parra LC. The bilinear brain: Towards subject-invariant analysis Final Program and Abstract Book - 4th International Symposium On Communications, Control, and Signal Processing, Isccsp 2010. DOI: 10.1109/ISCCSP.2010.5463377  1
2010 Sajda P, Goldman RI, Dyrholm M, Brown TR. Signal Processing and Machine Learning for Single-trial Analysis of Simultaneously Acquired EEG and fMRI Statistical Signal Processing For Neuroscience and Neurotechnology. 311-334. DOI: 10.1016/B978-0-12-375027-3.00009-0  1
2010 Dmochowski JP, Sajda P, Parra LC. Maximum likelihood in cost-sensitive learning: Model specification, approximations, and upper bounds Journal of Machine Learning Research. 11: 3313-3332.  1
2010 Shi J, Yin W, Osher S, Sajda P. A fast hybrid algorithm for large-scale ℓ1-regularized logistic regression Journal of Machine Learning Research. 11: 713-741.  1
2010 Christoforou C, Haralick R, Sajda P, Parra LC. Second-order bilinear discriminant analysis Journal of Machine Learning Research. 11: 665-685.  1
2009 Sajda P, Philiastides MG, Parra LC. Single-trial analysis of neuroimaging data: inferring neural networks underlying perceptual decision-making in the human brain. Ieee Reviews in Biomedical Engineering. 2: 97-109. PMID 22275042 DOI: 10.1109/RBME.2009.2034535  1
2009 Sajda P. Signal processing challenges for single-trial analysis of simultaneous EEG/fMRI. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2009: 29-30. PMID 19965105 DOI: 10.1109/IEMBS.2009.5335024  1
2009 Luo A, Sajda P. Comparing neural correlates of visual target detection in serial visual presentations having different temporal correlations. Frontiers in Human Neuroscience. 3: 5. PMID 19434241 DOI: 10.3389/neuro.09.005.2009  1
2009 Goldman RI, Wei CY, Philiastides MG, Gerson AD, Friedman D, Brown TR, Sajda P. Single-trial discrimination for integrating simultaneous EEG and fMRI: identifying cortical areas contributing to trial-to-trial variability in the auditory oddball task. Neuroimage. 47: 136-47. PMID 19345734 DOI: 10.1016/j.neuroimage.2009.03.062  1
2009 Ratcliff R, Philiastides MG, Sajda P. Quality of evidence for perceptual decision making is indexed by trial-to-trial variability of the EEG. Proceedings of the National Academy of Sciences of the United States of America. 106: 6539-44. PMID 19342495 DOI: 10.1073/pnas.0812589106  1
2009 Dyrholm M, Goldman R, Sajda P, Brown TR. Removal of BCG artifacts using a non-Kirchhoffian overcomplete representation. Ieee Transactions On Bio-Medical Engineering. 56: 200-4. PMID 19342324 DOI: 10.1109/TBME.2008.2005952  1
2009 Liu XS, Bevill G, Keaveny TM, Sajda P, Guo XE. Micromechanical analyses of vertebral trabecular bone based on individual trabeculae segmentation of plates and rods. Journal of Biomechanics. 42: 249-56. PMID 19101672 DOI: 10.1016/j.jbiomech.2008.10.035  1
2009 Wang J, Pohlmeyer E, Hanna B, Jiang YG, Sajda P, Chang SF. Brain state decoding for rapid image retrieval Mm'09 - Proceedings of the 2009 Acm Multimedia Conference, With Co-Located Workshops and Symposiums. 945-954. DOI: 10.1145/1631272.1631463  1
2009 Shi J, Wielaard J, Smith RT, Sajda P. Perceptual decision making investigated via sparse decoding of a spiking neuron model of V1 2009 4th International Ieee/Embs Conference On Neural Engineering, Ner '09. 558-561. DOI: 10.1109/NER.2009.5109357  1
2009 Lou A, Sajda P. Do we see before we look? 2009 4th International Ieee/Embs Conference On Neural Engineering, Ner '09. 230-233. DOI: 10.1109/NER.2009.5109275  1
2009 Christoforou C, Sajda P, Parra LC. Second order bilinear discriminant analysis for single-trial EEG analysis Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference 1
2008 Su Y, Thakur SB, Karimi S, Du S, Sajda P, Huang W, Parra LC. Spectrum separation resolves partial-volume effect of MRSI as demonstrated on brain tumor scans. Nmr in Biomedicine. 21: 1030-42. PMID 18759383 DOI: 10.1002/nbm.1271  1
2008 Liu XS, Huang AH, Zhang XH, Sajda P, Ji B, Guo XE. Dynamic simulation of three dimensional architectural and mechanical alterations in human trabecular bone during menopause. Bone. 43: 292-301. PMID 18550463 DOI: 10.1016/j.bone.2008.04.008  1
2008 Liu XS, Sajda P, Saha PK, Wehrli FW, Bevill G, Keaveny TM, Guo XE. Complete volumetric decomposition of individual trabecular plates and rods and its morphological correlations with anisotropic elastic moduli in human trabecular bone. Journal of Bone and Mineral Research : the Official Journal of the American Society For Bone and Mineral Research. 23: 223-35. PMID 17907921 DOI: 10.1359/jbmr.071009  1
2008 Du S, Mao X, Sajda P, Shungu DC. Automated tissue segmentation and blind recovery of (1)H MRS imaging spectral patterns of normal and diseased human brain. Nmr in Biomedicine. 21: 33-41. PMID 17347991 DOI: 10.1002/nbm.1151  1
2008 Parra LC, Christoforou C, Gerson AD, Dyrholm M, Luo A, Wagner M, Philiastides MG, Sajda P. Spatiotemporal linear decoding of brain state Ieee Signal Processing Magazine. 25: 107-115. DOI: 10.1109/MSP.2008.4408447  1
2008 Sajda P, Müller KR, Shenoy KV. Brain-computer interfaces [from the Guest Editors] Ieee Signal Processing Magazine. 25: 16-17. DOI: 10.1109/MSP.2008.4408438  1
2007 Philiastides MG, Sajda P. EEG-informed fMRI reveals spatiotemporal characteristics of perceptual decision making. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 27: 13082-91. PMID 18045902 DOI: 10.1523/JNEUROSCI.3540-07.2007  1
2007 Shungu DC, Du S, Mao X, Heier LA, Pannullo SC, Sajda P. Automated analysis of 1H magnetic resonance metabolic imaging data as an aid to clinical decision-making in the evaluation of intracranial lesions. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2007: 4327-30. PMID 18002960 DOI: 10.1109/IEMBS.2007.4353294  1
2007 Wielaard J, Sajda P. Dependence of response properties on sparse connectivity in a spiking neuron model of the lateral geniculate nucleus. Journal of Neurophysiology. 98: 3292-308. PMID 17913988 DOI: 10.1152/jn.00654.2007  1
2007 Su Y, Thakur SB, Sasan K, Du S, Sajda P, Huang W, Parra LC. Spectral separation resolves partial volume effect in MRSI: A validation study Bioengineering, Proceedings of the Northeast Conference. 90-91. DOI: 10.1109/NEBC.2007.4413293  1
2007 Sajda P, Goldman RI, Philiastides MG, Gerson AD, Brown TR. A system for single-trial analysis of simultaneously acquired EEG and fMRI Proceedings of the 3rd International Ieee Embs Conference On Neural Engineering. 287-290. DOI: 10.1109/CNE.2007.369667  1
2007 Liu XS, Zhang XH, Sajda P, Saha PK, Wehrli FW, Guo XE. Contributions of trabecular rods of various orientations in determining the elastic properties of human vertebral trabecular bone Proceedings of the Asme Summer Bioengineering Conference 2007, Sbc 2007. 375-376.  1
2006 Shi J, Wielaard J, Sajda P. Analysis of a gain control model of V1: is the goal redundancy reduction? Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 4991-4. PMID 17947125 DOI: 10.1109/IEMBS.2006.259749  1
2006 Kherlopian AR, Gerrein JP, Yue M, Kim KE, Kim JW, Sukumaran M, Sajda P. Electrooculogram based system for computer control using a multiple feature classification model. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 1295-8. PMID 17946887 DOI: 10.1109/IEMBS.2006.260851  1
2006 Luo A, Sajda P. Using single-trial EEG to estimate the timing of target onset during rapid serial visual presentation. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 79-82. PMID 17946780 DOI: 10.1109/IEMBS.2006.259464  1
2006 Philiastides MG, Sajda P. Causal influences in the human brain during face discrimination: a short-window directed transfer function approach. Ieee Transactions On Bio-Medical Engineering. 53: 2602-5. PMID 17152440 DOI: 10.1109/TBME.2006.885122  1
2006 Liu XS, Sajda P, Saha PK, Wehrli FW, Guo XE. Quantification of the roles of trabecular microarchitecture and trabecular type in determining the elastic modulus of human trabecular bone. Journal of Bone and Mineral Research : the Official Journal of the American Society For Bone and Mineral Research. 21: 1608-17. PMID 16995816 DOI: 10.1359/jbmr.060716  1
2006 Philiastides MG, Ratcliff R, Sajda P. Neural representation of task difficulty and decision making during perceptual categorization: a timing diagram. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 26: 8965-75. PMID 16943552 DOI: 10.1523/JNEUROSCI.1655-06.2006  1
2006 Zhao Q, Stoyanova R, Du S, Sajda P, Brown TR. HiRes--a tool for comprehensive assessment and interpretation of metabolomic data. Bioinformatics (Oxford, England). 22: 2562-4. PMID 16895927 DOI: 10.1093/bioinformatics/btl428  1
2006 Sajda P. Machine learning for detection and diagnosis of disease. Annual Review of Biomedical Engineering. 8: 537-65. PMID 16834566 DOI: 10.1146/annurev.bioeng.8.061505.095802  1
2006 Gerson AD, Parra LC, Sajda P. Cortically coupled computer vision for rapid image search. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 14: 174-9. PMID 16792287 DOI: 10.1109/TNSRE.2006.875550  1
2006 Wielaard J, Sajda P. Circuitry and the classification of simple and complex cells in V1. Journal of Neurophysiology. 96: 2739-49. PMID 16790598 DOI: 10.1152/jn.00346.2006  1
2006 Luo A, Sajda P. Learning discrimination trajectories in EEG sensor space: application to inferring task difficulty. Journal of Neural Engineering. 3: L1-6. PMID 16510933 DOI: 10.1088/1741-2560/3/1/L01  1
2006 Spence C, Parra LC, Sajda P. Varying complexity in tree-structured image distribution models. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 15: 319-30. PMID 16479802 DOI: 10.1109/TIP.2005.860601  1
2006 Wielaard J, Sajda P. Extraclassical receptive field phenomena and short-range connectivity in V1. Cerebral Cortex (New York, N.Y. : 1991). 16: 1531-45. PMID 16373456 DOI: 10.1093/cercor/bhj090  1
2006 Philiastides MG, Sajda P. Temporal characterization of the neural correlates of perceptual decision making in the human brain. Cerebral Cortex (New York, N.Y. : 1991). 16: 509-18. PMID 16014865 DOI: 10.1093/cercor/bhi130  1
2006 Gerson AD, Parra LC, Sajda P. Single-Trial Analysis of EEG for Enabling Cognitive User Interfaces Handbook of Neural Engineering. 635-650. DOI: 10.1002/9780470068298.ch40  1
2006 Tang AC, Sutherland MT, McKinney CJ, Liu JY, Wang Y, Parra LC, Gerson AD, Sajda P. Classifying single-trial ERPs from visual and frontal cortex during free viewing Ieee International Conference On Neural Networks - Conference Proceedings. 1376-1383.  1
2005 Du S, Sajda P, Brown T, Stoyanova R. Recovery of Metabolomic Spectral Sources using Non-negative Matrix Factorization. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2: 1095-8. PMID 17282379 DOI: 10.1109/IEMBS.2005.1616610  1
2005 Du S, Sajda P, Stoyanova R, Brown T. Recovery of Metabolomic Spectral Sources using Non-negative Matrix Factorization. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 5: 4731-4. PMID 17281298 DOI: 10.1109/IEMBS.2005.1615528  0.72
2005 Gerson AD, Parra LC, Sajda P. Cortical origins of response time variability during rapid discrimination of visual objects. Neuroimage. 28: 342-53. PMID 16169748 DOI: 10.1016/j.neuroimage.2005.06.026  1
2005 Parra LC, Spence CD, Gerson AD, Sajda P. Recipes for the linear analysis of EEG. Neuroimage. 28: 326-41. PMID 16084117 DOI: 10.1016/j.neuroimage.2005.05.032  1
2005 Sajda P, Zeevi YY. Guest editorial: Special issue on blind source separation and de-convolution in imaging and image processing International Journal of Imaging Systems and Technology. 15: 1. DOI: 10.1002/ima.20032  1
2005 Luo A, Sajda P. Spatio-temporal linear discrimination for inferring task difficulty from EEG 2nd International Ieee Embs Conference On Neural Engineering. 2005: 570-573.  1
2005 Du S, Sajda P, Stoyanova R, Brown TR. Recovery of Metabolomic Spectral Sources using Non-negative Matrix Factorization Annual International Conference of the Ieee Engineering in Medicine and Biology - Proceedings. 7: 4731-4734.  1
2005 Wielaard J, Sajda P. Neural mechanisms of contrast dependent receptive field size in V1 Advances in Neural Information Processing Systems. 1505-1512.  1
2004 Sajda P, Du S, Brown TR, Stoyanova R, Shungu DC, Mao X, Parra LC. Nonnegative matrix factorization for rapid recovery of constituent spectra in magnetic resonance chemical shift imaging of the brain. Ieee Transactions On Medical Imaging. 23: 1453-65. PMID 15575404 DOI: 10.1109/TMI.2004.834626  1
2004 Du S, Mao X, Shungu D, Sajda P. Blind recovery of biochemical markers of brain cancer in MRSI Proceedings of Spie - the International Society For Optical Engineering. 5370: 726-733. DOI: 10.1117/12.534652  1
2004 Du S, Sajda P, Mao X, Shungu D. Multi-resolution hierarchical blind recovery of biochemical markers of brain cancer in MRSI 2004 2nd Ieee International Symposium On Biomedical Imaging: Macro to Nano. 1: 233-236.  1
2004 Luo A, Gerson A, Sajda P. Comparison of supervised and unsupervised linear methods for recovering task-relevant activity in EEG 2004 2nd Ieee International Symposium On Biomedical Imaging: Macro to Nano. 1: 1012-1015.  1
2004 Parra L, Sajda P. Blind source separation via generalized eigenvalue decomposition Journal of Machine Learning Research. 4: 1261-1269.  1
2003 Sajda P, Gerson A, Müller KR, Blankertz B, Parra L. A data analysis competition to evaluate machine learning algorithms for use in brain-computer interfaces. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 11: 184-5. PMID 12899269 DOI: 10.1109/TNSRE.2003.814453  1
2003 Parra LC, Spence CD, Gerson AD, Sajda P. Response error correction--a demonstration of improved human-machine performance using real-time EEG monitoring. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 11: 173-7. PMID 12899266 DOI: 10.1109/TNSRE.2003.814446  1
2003 Sajda P, Spence C, Parra L. A multi-scale probabilistic network model for detection, synthesis and compression in mammographic image analysis. Medical Image Analysis. 7: 187-204. PMID 12868621 DOI: 10.1016/S1361-8415(03)00003-3  1
2003 Parra L, Sajda P. Converging evidence of linear independent components in EEG International Ieee/Embs Conference On Neural Engineering, Ner. 2003: 525-528. DOI: 10.1109/CNE.2003.1196879  1
2003 Wielaard J, Sajda P. Simulated optical imaging of orientation preference in a model of V1 International Ieee/Embs Conference On Neural Engineering, Ner. 2003: 499-502. DOI: 10.1109/CNE.2003.1196872  1
2003 Sajda P, Han F. Perceptual salience as novelty detection in cortical pinwheel space International Ieee/Embs Conference On Neural Engineering, Ner. 2003: 43-46. DOI: 10.1109/CNE.2003.1196751  1
2003 Sajda P, Gerson A, Parra L. High-throughput image search via single-trial event detection in a rapid serial visual presentation task International Ieee/Embs Conference On Neural Engineering, Ner. 2003: 7-10. DOI: 10.1109/CNE.2003.1196297  1
2003 Sajda P, Du S, Parra L. Recovery of constituent spectra using non-negative matrix factorization Proceedings of Spie - the International Society For Optical Engineering. 5207: 321-331.  1
2003 Sajda P, Gerson A, Parra L. Spatial Signatures of Visual Object Recognition Events Learned from Single-trial Analysis of EEG Annual International Conference of the Ieee Engineering in Medicine and Biology - Proceedings. 3: 2087-2090.  1
2003 Parra L, Alvino C, Tang A, Pearlmutter B, Yeung N, Osman A, Sajda P. Single-trial detection in EEG and MEG: Keeping it linear Neurocomputing. 52: 177-183.  1
2002 Sajda P, Laine A, Zeevi Y. Multi-resolution and wavelet representations for identifying signatures of disease. Disease Markers. 18: 339-63. PMID 14646044  1
2002 Parra L, Alvino C, Tang A, Pearlmutter B, Yeung N, Osman A, Sajda P. Linear spatial integration for single-trial detection in encephalography. Neuroimage. 17: 223-30. PMID 12482079 DOI: 10.1006/nimg.2002.1212  1
2002 Sajda P, Spence C, Pearson J. Learning contextual relationships in mammograms using a hierarchical pyramid neural network. Ieee Transactions On Medical Imaging. 21: 239-50. PMID 11989848 DOI: 10.1109/42.996342  1
2002 Sajda P, Spence C, Parra L. Capturing contextual dependencies in medical imagery using hierarchical multi-scale models Proceedings - International Symposium On Biomedical Imaging. 2002: 165-168. DOI: 10.1109/ISBI.2002.1029219  1
2001 Asmuth J, Madjarov B, Sajda P, Berger JW. Mosaicking and enhancement of slit lamp biomicroscopic fundus images British Journal of Ophthalmology. 85: 563-565. PMID 11316718 DOI: 10.1136/bjo.85.5.563  1
2001 Spence C, Parra L, Sajda P. Detection, synthesis and compression in mammographic image analysis with a hierarchical image probability model Proceedings of the Workshop On Mathematical Methods in Biomedical Image Analysis. 3-10.  1
2001 Parra L, Spence C, Sajda P. Higher-order statistical properties arising from the non-stationarity of natural signals Advances in Neural Information Processing Systems 1
2000 Sajda P, Spence C, Parra L, Nishikawa R. Hierarchical, multi-resolution models for object recognition: Applications to mammographic computer-aided diagnosis Proceedings - Applied Imagery Pattern Recognition Workshop. 2000: 159-165. DOI: 10.1109/AIPRW.2000.953620  1
2000 Spence C, Parra L, Sajda P. Hierarchical image probability (HIP) models Ieee International Conference On Image Processing. 3: [d]320-323.  1
2000 Parra L, Spence C, Sajda P, Ziehe A, Müller KR. Unmixing hyperspectral data Advances in Neural Information Processing Systems. 942-948.  1
1999 Spence CD, Sajda P. Multi-resolution neural networks for mammographic mass detection Proceedings of Spie - the International Society For Optical Engineering. 3584: 259-265.  1
1999 Spence CD, Sajda P. Applications of multi-resolution neural networks to mammography Advances in Neural Information Processing Systems. 938-944.  1
1998 Spence CD, Sajda P. The role of feature selection in building pattern recognizers for computer-aided diagnosis Proceedings of Spie - the International Society For Optical Engineering. 3338: 1434-1441. DOI: 10.1117/12.310875  1
1998 Spence C, Sajda P. Dealing with position uncertainty when training an image search system Proceedings of Spie - the International Society For Optical Engineering. 3240: 312-322. DOI: 10.1117/12.300068  1
1997 Sakai K, Sajda P, Yen SC, Finkel LH. Coarse-grain parallel computing for very large scale neural simulations in the NEXUS simulation environment. Computers in Biology and Medicine. 27: 257-66. PMID 9303264 DOI: 10.1016/S0010-4825(96)00029-7  1
1997 Korsun V, Pearson J, Sajda P. Transferring technology from the intelligence community to the medical community Journal of Digital Imaging. 10: 143-X4. PMID 9268862  1
1996 Sajda P, Spence CD, Pearson JC, Nishikawa RM. Exploiting context in mammograms: A hierarchical neural network for detecting microcalcifications Proceedings of Spie - the International Society For Optical Engineering. 2710: 733-742. DOI: 10.1117/12.237978  1
1995 Sajda P, Finkel LH. Intermediate-level visual representations and the construction of surface perception. Journal of Cognitive Neuroscience. 7: 267-91. PMID 23961828 DOI: 10.1162/jocn.1995.7.2.267  1
1995 Sajda P, Spence CD, Hsu S, Pearson JC. Integrating neural networks with image pyramids to learn target context Neural Networks. 8: 1143-1152. DOI: 10.1016/0893-6080(95)00067-4  1
1994 Finkel LH, Sajda P. Constructing visual perception Am.Sci.. 82: 224-237.  1
1992 Sajda P, Finkel LH. NEXUS. A simulation environment for large-scale neural systems Simulation. 59: 358-364. DOI: 10.1177/003754979205900602  1
1992 Sajda P, Finkel LH. Simulating biological vision with hybrid neural networks Simulation. 59: 47-55. DOI: 10.1177/003754979205900112  1
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