William Speier

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 50

Top Venues

CoRR

BIBE

AMIA

IEEE J. Biomed. Health Informatics

University of California, Los Angeles, USA (PHD)

Education History

University of California, Los Angeles, USA

PHD

Publications

Tianze Ma, Ben Falkenburg, William Speier
Incorporating flash adjacency into the classifier for a language model-based P300 Speller. ICHMS (2024)
Nithin Parthasarathy, James Soetedjo, Saarang Panchavati, Nitya Parthasarathy, Corey W. Arnold, Nader Pouratian, William Speier
High Performance P300 Spellers Using GPT2 Word Prediction With Cross-Subject Training. CoRR (2024)
Ashwath Radhachandran, Adam Kinzel, Joseph Chen, Vivek Sant, Maitraya Patel, Rinat Masamed, Corey W. Arnold, William Speier
A multitask approach for automated detection and segmentation of thyroid nodules in ultrasound images. Comput. Biol. Medicine 170 (2024)
Haoyue Zhang, Jennifer S. Polson, Eric J. Yang, Kambiz Nael, William Speier, Corey W. Arnold
Predicting Thrombectomy Recanalization from CT Imaging Using Deep Learning Models. CoRR (2023)
Saarang Panchavati, Samuel Vander Dussen, Hemal Semwal, Ahmed Ali, Justin Chen, Haoran Li, Corey W. Arnold, William Speier
Pretrained Transformers for Seizure Detection. ICASSP (2023)
Chao Chen, Catalina Raymond, William Speier, Xinyu Jin, Timothy F. Cloughesy, Dieter R. Enzmann, Benjamin M. Ellingson, Corey W. Arnold
Synthesizing MR Image Contrast Enhancement Using 3D High-Resolution ConvNets. IEEE Trans. Biomed. Eng. 70 (2) (2023)
Mara Pleasure, Ekaterina Redekop, Jennifer S. Polson, Haoyue Zhang, Naoki Kaneko, William Speier, Corey W. Arnold
Pathology-Based Ischemic Stroke Etiology Classification via Clot Composition Guided Multiple Instance Learning. ICCV (Workshops) (2023)
Shreeram Athreya, Ashwath Radhachandran, Vedrana Ivezic, Vivek Sant, Corey W. Arnold, William Speier
Ultrasound Image Enhancement using CycleGAN and Perceptual Loss. CoRR (2023)
Zichen Wang, Mara Pleasure, Haoyue Zhang, Kimberly Flores, Anthony Sisk, William Speier, Corey W. Arnold
Deep Learning for Tumor-Associated Stroma Identification in Prostate Histopathology Slides. MICCAI (6) (2023)
Patrick Liu, Saarang Panchavati, Mara Pleasure, Nathan Siu, Clemence Bonnet, Sophie Deng, Corey Arnold, William Speier
MobileNetV2 Based Diagnosis and Grading of Limbal Stem Cell Deficiency. BIBE (2022)
Kaiyang Victor Cheng, Han Jie Shawn Liu, Brianna Sun, Selina Wu, William Speier
Fully Automated Approaches for Localization of Intraoperative Electrocorticographic Electrodes. MetroXRAINE (2022)
Wenyuan Li, Jiayun Li, Zichen Wang, Jennifer Polson, Anthony E. Sisk, Dipti P. Sajed, William Speier, Corey W. Arnold
PathAL: An Active Learning Framework for Histopathology Image Analysis. IEEE Trans. Medical Imaging 41 (5) (2022)
Ekaterina Redekop, Karthik V. Sarma, Adam Kinnaird, Anthony Sisk, Steven S. Raman, Leonard S. Marks, William Speier, Corey W. Arnold
Attention-Guided Prostate Lesion Localization and Grade Group Classification with Multiple Instance Learning. MIDL (2022)
Wenyuan Li, Jiayun Li, Jennifer Polson, Zichen Wang, William Speier, Corey W. Arnold
High resolution histopathology image generation and segmentation through adversarial training. Medical Image Anal. 75 (2022)
Chao Chen, Zhihong Chen, Xinyu Jin, Lanjuan Li, William Speier, Corey W. Arnold
Attention-Guided Discriminative Region Localization and Label Distribution Learning for Bone Age Assessment. IEEE J. Biomed. Health Informatics 26 (3) (2022)
Ricky K. Taira, Anders O. Garlid, William Speier
Design considerations for a hierarchical semantic compositional framework for medical natural language understanding. CoRR (2022)
Jennifer Polson, Haoyue Zhang, Kambiz Nael, Noriko Salamon, Bryan Yoo, Namkug Kim, Dong-Wha Kang, William Speier, Corey W. Arnold
A Semi-Supervised Learning Framework to Leverage Proxy Information for Stroke MRI Analysis. EMBC (2021)
Nathan Siu, Maxime Ruiz, Sheyla Gonzalez Garrido, Yu Yan, Dylan Steinecke, Elizabeth Rao, Rachel Choi, Sarah Robertson, Sophie Deng, Corey W. Arnold, William Speier
Automatic Estimation of Limbal Stem Cell Densities in Cultured Epithelial Cell Microscopy Imaging. BIBE (2021)
Haoyue Zhang, Jennifer Polson, Kambiz Nael, Noriko Salamon, Bryan Yoo, William Speier, Corey W. Arnold
A Machine Learning Approach to Predict Acute Ischemic Stroke Thrombectomy Reperfusion using Discriminative MR Image Features. BHI (2021)
Haoyue Zhang, Jennifer S. Polson, Kambiz Nael, Noriko Salamon, Bryan Yoo, Suzie El-Saden, Fabien Scalzo, William Speier, Corey W. Arnold
Intra-domain task-adaptive transfer learning to determine acute ischemic stroke onset time. Comput. Medical Imaging Graph. 90 (2021)
Zichen Wang, Jiayun Li, Zhufeng Pan, Wenyuan Li, Anthony E. Sisk, Huihui Ye, William Speier, Corey W. Arnold
Hierarchical Graph Pathomic Network for Progression Free Survival Prediction. MICCAI (8) (2021)
Yiwen Meng, William Speier, Michael K. Ong, Corey W. Arnold
HCET: Hierarchical Clinical Embedding With Topic Modeling on Electronic Health Records for Predicting Future Depression. IEEE J. Biomed. Health Informatics 25 (4) (2021)
Yiwen Meng, William Speier, Michael K. Ong, Corey W. Arnold
Bidirectional Representation Learning From Transformers Using Multimodal Electronic Health Record Data to Predict Depression. IEEE J. Biomed. Health Informatics 25 (8) (2021)
Karthik V. Sarma, Stephanie A. Harmon, Thomas Sanford, Holger R. Roth, Ziyue Xu, Jesse Tetreault, Daguang Xu, Mona G. Flores, Alex G. Raman, Rushikesh Kulkarni, Bradford J. Wood, Peter L. Choyke, Alan Priester, Leonard S. Marks, Steven S. Raman, Dieter Enzmann, Baris Turkbey, William Speier, Corey W. Arnold
Federated learning improves site performance in multicenter deep learning without data sharing. J. Am. Medical Informatics Assoc. 28 (6) (2021)
Jiayun Li, Wenyuan Li, Anthony E. Sisk, Huihui Ye, W. Dean Wallace, William Speier, Corey W. Arnold
A multi-resolution model for histopathology image classification and localization with multiple instance learning. Comput. Biol. Medicine 131 (2021)
Yiwen Meng, William Speier, Michael K. Ong, Corey W. Arnold
Bidirectional Representation Learning from Transformers using Multimodal Electronic Health Record Data for Chronic to Predict Depression. CoRR (2020)
James Soetedjo, Osita Sean Keluo-Udeke, Corey Amold, Nader Pouratian, William Speier
Maintaining High Accuracy General P300 Speller Using the Language Modeling and Dynamic Stopping. BIBE (2020)
Haoyue Zhang, Jennifer S. Polson, Kambiz Nael, Noriko Salamon, Bryan Yoo, Suzie El-Saden, Fabien Scalzo, William Speier, Corey W. Arnold
Intra-Domain Task-Adaptive Transfer Learning to Determine Acute Ischemic Stroke Onset Time. CoRR (2020)
Yiwen Meng, William Speier, Chrisandra Shufelt, Sandy Joung, Jennifer E. Van Eyk, C. Noel Bairey Merz, Mayra Lopez, Brennan Spiegel, Corey W. Arnold
A Machine Learning Approach to Classifying Self-Reported Health Status in a Cohort of Patients With Heart Disease Using Activity Tracker Data. IEEE J. Biomed. Health Informatics 24 (3) (2020)
Jiayun Li, Wenyuan Li, Anthony E. Sisk, Huihui Ye, W. Dean Wallace, William Speier, Corey W. Arnold
A Multi-resolution Model for Histopathology Image Classification and Localization with Multiple Instance Learning. CoRR (2020)
Wenyuan Li, Zichen Wang, Yuguang Yue, Jiayun Li, William Speier, Mingyuan Zhou, Corey W. Arnold
Semi-supervised learning using adversarial training with good and bad samples. Mach. Vis. Appl. 31 (6) (2020)
Chao Chen, Zhihong Chen, Xinyu Jin, Lanjuan Li, William Speier, Corey W. Arnold
Attention-Guided Discriminative Region Localization for Bone Age Assessment. CoRR (2020)
Nithin Parthasarathy, Corey W. Arnold, Nader Pouratian, William Speier
Optimizing P300 speller performance using language models for character and word prediction. BIBE (2020)
King Chung Ho, William Speier, Haoyue Zhang, Fabien Scalzo, Suzie El-Saden, Corey W. Arnold
A Machine Learning Approach for Classifying Ischemic Stroke Onset Time From Imaging. IEEE Trans. Medical Imaging 38 (7) (2019)
Wenyuan Li, Zichen Wang, Jiayun Li, Jennifer Polson, William Speier, Corey W. Arnold
Semi-supervised learning based on generative adversarial network: a comparison between good GAN and bad GAN approach. CoRR (2019)
Panayiotis Petousis, Audrey Winter, William Speier, Denise R. Aberle, William Hsu, Alex A. T. Bui
Using Sequential Decision Making to Improve Lung Cancer Screening Performance. IEEE Access 7 (2019)
Wenyuan Li, Zichen Wang, Yuguang Yue, Jiayun Li, William Speier, Mingyuan Zhou, Corey W. Arnold
Semi-supervised Learning using Adversarial Training with Good and Bad Samples. CoRR (2019)
Yannan Yu, Bhargav Parsi, William Speier, Corey W. Arnold, Min Lou, Fabien Scalzo
LSTM Network for Prediction of Hemorrhagic Transformation in Acute Stroke. MICCAI (4) (2019)
William Speier, Corey W. Arnold, Nand Chandravadia, D. Roberts, Shrita Pendekanti, Andrew Marttini, Nader Pouratian
A Self-Paced P300 speller with Improved Typing Speed using continuous stimulus Presentations. GBCIC (2019)
Wenyuan Li, Zichen Wang, Jiayun Li, Jennifer Polson, William Speier, Corey W. Arnold
Semi-supervised learning based on generative adversarial network: a comparison between good GAN and bad GAN approach. CVPR Workshops (2019)
Jiayun Li, Wenyuan Li, Arkadiusz Gertych, Beatrice S. Knudsen, William Speier, Corey W. Arnold
An attention-based multi-resolution model for prostate whole slide imageclassification and localization. CoRR (2019)
Chrisandra Shufelt, Eldin Dzubur, Sandy Joung, Garth Fuller, Kelly N. Mouapi, Irene Van Den Broek, Mayra Lopez, Shivani Dhawan, Corey W. Arnold, William Speier, Mitra Mastali, Qin Fu, Jennifer E. Van Eyk, Brennan Spiegel, C. Noel Bairey Merz
A protocol integrating remote patient monitoring patient reported outcomes and cardiovascular biomarkers. npj Digit. Medicine 2 (2019)
Janaki Sheth, Ariel Tankus, Michelle Tran, Nader Pouratian, Itzhak Fried, William Speier
Translating neural signals to text using a Brain-Machine Interface. CoRR (2019)
Janaki Sheth, Ariel Tankus, Michelle Tran, Lindy Comstock, Itzhak Fried, William Speier
Identifying Input Features for Development of Real-Time Translation of Neural Signals to Text. INTERSPEECH (2019)
William Speier, Eldin Dzubur, Mary Zide, Chrisandra Shufelt, Sandy Joung, Jennifer E. Van Eyk, C. Noel Bairey Merz, Mayra Lopez, Brennan Spiegel, Corey W. Arnold
Evaluating utility and compliance in a patient-based eHealth study using continuous-time heart rate and activity trackers. J. Am. Medical Informatics Assoc. 25 (10) (2018)
Jiayun Li, William Speier, King Chung Ho, Karthik V. Sarma, Arkadiusz Gertych, Beatrice S. Knudsen, Corey W. Arnold
An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies. Comput. Medical Imaging Graph. 69 (2018)
Yiwen Meng, William Speier, Eldin Dzubur, Brennan M. R. Spiegel, Corey W. Arnold
Predicting Patient Health Status using Activity Tracker Data. AMIA (2018)
King Chung Ho, William Speier, Suzie M. El-Saden, Corey W. Arnold
Classifying Acute Ischemic Stroke Onset Time using Deep Imaging Features. AMIA (2017)
William Speier, Michael K. Ong, Corey W. Arnold
Using phrases and document metadata to improve topic modeling of clinical reports. J. Biomed. Informatics 61 (2016)
Corey W. Arnold, Andrea Oh, Shawn Chen, William Speier
Evaluating topic model interpretability from a primary care physician perspective. Comput. Methods Programs Biomed. 124 (2016)
King Chung Ho, William Speier, Suzie El-Saden, David S. Liebeskind, Jeffrey L. Saver, Alex A. T. Bui, Corey W. Arnold
Predicting Discharge Mortality after Acute Ischemic Stroke Using Balanced Data. AMIA (2014)
Kyle Singleton, William Speier, Alex A. T. Bui, William Hsu
Motivating the Additional Use of External Validity: Examining Transportability in a Model of Glioblastoma Multiforme. AMIA (2014)
William Speier, Michael F. Ochs
Updating annotations with the distributed annotation system and the automated sequence annotation pipeline. Bioinform. 28 (21) (2012)
William Hsu, William Speier, Ricky K. Taira
Automated Extraction of Reported Statistical Analyses: Towards a Logical Representation of Clinical Trial Literature. AMIA (2012)
Corey W. Arnold, William Speier
A topic model of clinical reports. SIGIR (2012)
William Speier, Juan Eugenio Iglesias, Leila El-Kara, Zhuowen Tu, Corey W. Arnold
Robust Skull Stripping of Clinical Glioblastoma Multiforme Data. MICCAI (3) (2011)

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Publication Activity (10 Years)

Top Topics

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William Speier