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William F. Speier, Ph.D. - Publications

Affiliations: 
2015 Biomedical Engineering 0289 University of California, Los Angeles, Los Angeles, CA 
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21 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
2024 Ravipati Y, Pouratian N, Arnold C, Speier W. Evaluating Deep Learning Performance for P300 Neural Signal Classification. Amia ... Annual Symposium Proceedings. Amia Symposium. 2023: 1218-1225. PMID 38222383  0.502
2021 Sheth J, Tankus A, Tran M, Pouratian N, Fried I, Speier W. Generalizing neural signal-to-text brain-computer interfaces. Biomedical Physics & Engineering Express. PMID 33836507 DOI: 10.1088/2057-1976/abf6ab  0.533
2020 Meng Y, Speier WF, Ong M, Arnold C. HCET: Hierarchical Clinical Embedding with Topic Modeling on Electronic Health Record for Predicting Depression. Ieee Journal of Biomedical and Health Informatics. PMID 32749975 DOI: 10.1109/Jbhi.2020.3004072  0.342
2019 Meng Y, Speier W, Shufelt C, Joung S, Van Eyk JE, Merz CNB, Lopez M, Spiegel B, Arnold CW. A Machine Learning Approach to Classifying Self-Reported Health Status in a cohort of Patients with Heart Disease using Activity Tracker Data. Ieee Journal of Biomedical and Health Informatics. PMID 31199276 DOI: 10.1109/Jbhi.2019.2922178  0.34
2018 Speier W, Arnold C, Chandravadia N, Roberts D, Pendekanti S, Pouratian N. Improving P300 Spelling Rate using Language Models and Predictive Spelling. Brain Computer Interfaces (Abingdon, England). 5: 13-22. PMID 30560145 DOI: 10.1080/2326263X.2017.1410418  0.568
2018 Li J, Speier W, Ho KC, Sarma KV, Gertych A, Knudsen BS, Arnold CW. An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 69: 125-133. PMID 30243216 DOI: 10.1016/J.Compmedimag.2018.08.003  0.336
2018 Speier W, Dzubur E, Zide M, Shufelt C, Joung S, Van Eyk JE, Bairey Merz CN, Lopez M, Spiegel B, Arnold C. Evaluating utility and compliance in a patient-based eHealth study using continuous-time heart rate and activity trackers. Journal of the American Medical Informatics Association : Jamia. 25: 1386-1391. PMID 29850807 DOI: 10.1093/Jamia/Ocy067  0.318
2018 Tsolaki E, Downes A, Speier W, Elias WJ, Pouratian N. The potential value of probabilistic tractography-based for MR-guided focused ultrasound thalamotomy for essential tremor. Neuroimage. Clinical. 17: 1019-1027. PMID 29527503 DOI: 10.1016/J.Nicl.2017.12.018  0.479
2017 Speier W, Chandravadia N, Roberts D, Pendekanti S, Pouratian N. Online BCI Typing using Language Model Classifiers by ALS Patients in their Homes. Brain Computer Interfaces (Abingdon, England). 4: 114-121. PMID 29051907 DOI: 10.1080/2326263X.2016.1252143  0.561
2017 Speier W, Deshpande A, Cui L, Chandravadia N, Roberts D, Pouratian N. A comparison of stimulus types in online classification of the P300 speller using language models. Plos One. 12: e0175382. PMID 28406932 DOI: 10.1371/Journal.Pone.0175382  0.582
2016 Speier W, Arnold C, Pouratian N. Integrating language models into classifiers for BCI communication: a review. Journal of Neural Engineering. 13: 031002. PMID 27153565 DOI: 10.1088/1741-2560/13/3/031002  0.578
2016 Speier W, Ong MK, Arnold CW. Using phrases and document metadata to improve topic modeling of clinical reports. Journal of Biomedical Informatics. PMID 27109931 DOI: 10.1016/J.Jbi.2016.04.005  0.366
2015 Arnold CW, Oh A, Chen S, Speier W. Evaluating topic model interpretability from a primary care physician perspective. Computer Methods and Programs in Biomedicine. PMID 26614020 DOI: 10.1016/J.Cmpb.2015.10.014  0.302
2015 Speier W, Arnold CW, Deshpande A, Knall J, Pouratian N. Incorporating advanced language models into the P300 speller using particle filtering. Journal of Neural Engineering. 12: 046018. PMID 26061188 DOI: 10.1088/1741-2560/12/4/046018  0.595
2015 Speier W, Deshpande A, Pouratian N. A method for optimizing EEG electrode number and configuration for signal acquisition in P300 speller systems. Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology. 126: 1171-7. PMID 25316166 DOI: 10.1016/J.Clinph.2014.09.021  0.535
2014 Speier W, Arnold C, Lu J, Deshpande A, Pouratian N. Integrating language information with a hidden Markov model to improve communication rate in the P300 speller. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 22: 678-84. PMID 24760927 DOI: 10.1109/Tnsre.2014.2300091  0.623
2013 Speier W, Arnold C, Pouratian N. Evaluating true BCI communication rate through mutual information and language models. Plos One. 8: e78432. PMID 24167623 DOI: 10.1371/Journal.Pone.0078432  0.585
2013 Speier W, Fried I, Pouratian N. Improved P300 speller performance using electrocorticography, spectral features, and natural language processing. Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology. 124: 1321-8. PMID 23465430 DOI: 10.1016/J.Clinph.2013.02.002  0.599
2013 Lu J, Speier W, Hu X, Pouratian N. The effects of stimulus timing features on P300 speller performance. Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology. 124: 306-14. PMID 22939456 DOI: 10.1016/J.Clinph.2012.08.002  0.536
2012 Speier W, Arnold C, Lu J, Taira RK, Pouratian N. Natural language processing with dynamic classification improves P300 speller accuracy and bit rate. Journal of Neural Engineering. 9: 016004. PMID 22156110 DOI: 10.1088/1741-2560/9/1/016004  0.614
2011 Favorov A, Lvovs D, Speier W, Parmigiani G, Ochs MF. OnionTree XML: a format to exchange gene-related probabilities. Journal of Biomolecular Structure & Dynamics. 29: 417-423. PMID 21875159 DOI: 10.1080/073911011010524994  0.31
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