William Speier

发表

Using Sequential Decision Making to Improve Lung Cancer Screening Performance

Denise R. Aberle, Alex A. T. Bui, Panayiotis Petousis, 2019, IEEE Access.

Identifying Input Features for Development of Real-Time Translation of Neural Signals to Text

William Speier, Janaki K. Sheth, Ariel Tankus, 2019, INTERSPEECH.

A Self-Paced P300 speller with Improved Typing Speed using continuous stimulus Presentations

Nader Pouratian, William Speier, Corey W. Arnold, 2019, GBCIC.

Online BCI Typing using Language Model Classifiers by ALS Patients in their Homes.

Nader Pouratian, William Speier, Nand Chandravadia, 2017, Brain computer interfaces.

LSTM Network for Prediction of Hemorrhagic Transformation in Acute Stroke

Fabien Scalzo, William Speier, Corey W. Arnold, 2019, MICCAI.

Multi-Level Embedding with Topic Modeling on Electronic Health Records for Predicting Depression

William Speier, Corey W. Arnold, Yiwen Meng, 2020 .

Optimizing P300 speller performance using language models for character and word prediction

Nader Pouratian, William Speier, Corey Arnold, 2020, 2020 IEEE 20th International Conference on Bioinformatics and Bioengineering (BIBE).

Translating neural signals to text using a Brain-Computer Interface

Nader Pouratian, William Speier, Ariel Tankus, 2019 .

A Multi-resolution Model for Histopathology Image Classification and Localization with Multiple Instance Learning pdf

William Speier, Wenyuan Li, Corey W. Arnold, 2020, Comput. Biol. Medicine.

Maintaining High Accuracy General P300 Speller Using the Language Modeling and Dynamic Stopping

Nader Pouratian, William Speier, James Soetedjo, 2020, 2020 IEEE 20th International Conference on Bioinformatics and Bioengineering (BIBE).

A method for optimizing EEG electrode number and configuration for signal acquisition in P300 speller systems

Nader Pouratian, William Speier, Aniket Deshpande, 2015, Clinical Neurophysiology.

Attention-Guided Discriminative Region Localization and Label Distribution Learning for Bone Age Assessment

Chao Chen, Xinyu Jin, William Speier, 2020 .

Attention-Guided Discriminative Region Localization for Bone Age Assessment pdf

Chao Chen, Xinyu Jin, William Speier, 2020, ArXiv.

Bidirectional Representation Learning From Transformers Using Multimodal Electronic Health Record Data to Predict Depression

William Speier, Corey W. Arnold, Yiwen Meng, 2021, IEEE Journal of Biomedical and Health Informatics.

Natural language processing with dynamic classification improves P300 speller accuracy and bit rate

Nader Pouratian, William Speier, Jessica Lu, 2012, Journal of neural engineering.

Predicting Discharge Mortality after Acute Ischemic Stroke Using Balanced Data

Alex A. T. Bui, William Speier, Corey W. Arnold, 2014, AMIA.

A Machine Learning Approach for Classifying Ischemic Stroke Onset Time From Imaging

Fabien Scalzo, William Speier, Corey W. Arnold, 2019, IEEE Transactions on Medical Imaging.

Translating neural signals to text using a Brain-Machine Interface pdf

Nader Pouratian, William Speier, Ariel Tankus, 2019, ArXiv.

Semi-supervised learning based on generative adversarial network: a comparison between good GAN and bad GAN approach pdf

William Speier, Wenyuan Li, Zichen Wang, 2019, CVPR Workshops.

Unsupervîsed training of brain-computer interface systems using exnectation maximization

Nader Pouratian, William Speier, Jennifer Knall, 2013, 2013 6th International IEEE/EMBS Conference on Neural Engineering (NER).

Automated Extraction of Reported Statistical Analyses: Towards a Logical Representation of Clinical Trial Literature

Ricky K. Taira, William Hsu, William Speier, 2012, AMIA.

Updating annotations with the distributed annotation system and the automated sequence annotation pipeline

Michael F. Ochs, William Speier, W. Speier, 2012, Bioinform..

An attention-based multi-resolution model for prostate whole slide imageclassification and localization pdf

Arkadiusz Gertych, William Speier, Corey W. Arnold, 2019, ArXiv.

Toward real-time communication using brain-computer interface systems

William Speier, W. Speier, 2015 .

The effects of stimulus timing features on P300 speller performance

Xiao Hu, Nader Pouratian, William Speier, 2013, Clinical Neurophysiology.

Bidirectional Representation Learning from Transformers using Multimodal Electronic Health Record Data for Chronic to Predict Depression pdf

William Speier, Corey W. Arnold, Yiwen Meng, 2020, ArXiv.

Predicting Patient Health Status using Activity Tracker Data

William Speier, Corey W. Arnold, Yiwen Meng, 2018, AMIA.

A Machine Learning Approach to Classifying Self-Reported Health Status in a Cohort of Patients With Heart Disease Using Activity Tracker Data

William Speier, Corey W. Arnold, Yiwen Meng, 2020, IEEE Journal of Biomedical and Health Informatics.

Robust Skull Stripping of Clinical Glioblastoma Multiforme Data

Zhuowen Tu, Juan Eugenio Iglesias, William Speier, 2011, MICCAI.

Semi-automated PIRADS scoring via mpMRI analysis

William Speier, Corey W. Arnold, Nikhil J. Dhinagar, 2020, Journal of medical imaging.

Image-based patch selection for deep learning to improve automated Gleason grading in histopathological slides

Wenyuan Li, William Speier, Karthik Sarma, 2020, bioRxiv.

Classifying Acute Ischemic Stroke Onset Time using Deep Imaging Features

William Speier, Corey W. Arnold, King Chung Ho, 2017, AMIA.

Improving P300 Spelling Rate using Language Models and Predictive Spelling.

Nader Pouratian, William Speier, Nand Chandravadia, 2017, Brain computer interfaces.

Semi-supervised learning using adversarial training with good and bad samples

Mingyuan Zhou, William Speier, Corey W. Arnold, 2019, Machine Vision and Applications.

An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies

Arkadiusz Gertych, William Speier, Corey W. Arnold, 2018, Comput. Medical Imaging Graph..

OnionTree XML: A Format to Exchange Gene-Related Probabilities

William Speier, Giovanni Parmigiani, Michael F Ochs, 2011, Journal of biomolecular structure & dynamics.

Motivating the Additional Use of External Validity: Examining Transportability in a Model of Glioblastoma Multiforme

Alex A. T. Bui, William Hsu, William Speier, 2014, AMIA.

Integrating Language Information With a Hidden Markov Model to Improve Communication Rate in the P300 Speller

Nader Pouratian, William Speier, Jessica Lu, 2014, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Developing a real-time translator from neural signals to text: An articulatory phonetics approach

Nader Pouratian, Itzhak Fried, William Speier, 2019 .

Using phrases and document metadata to improve topic modeling of clinical reports

William Speier, Corey W. Arnold, Michael K. Ong, 2016, J. Biomed. Informatics.

Evaluating utility and compliance in a patient-based eHealth study using continuous-time heart rate and activity trackers

William Speier, Corey W. Arnold, Eldin Dzubur, 2018, J. Am. Medical Informatics Assoc..

Intra-Domain Task-Adaptive Transfer Learning to Determine Acute Ischemic Stroke Onset Time pdf

Fabien Scalzo, William Speier, Suzie El-Saden, 2020, ArXiv.

Predicting ischemic stroke tissue fate using a deep convolutional neural network on source magnetic resonance perfusion images

Fabien Scalzo, William Speier, Suzie El-Saden, 2019, Journal of medical imaging.

Evaluating topic model interpretability from a primary care physician perspective

William Speier, Corey W. Arnold, Shawn Chen, 2016, Comput. Methods Programs Biomed..

A comparison of stimulus types in online classification of the P300 speller using language models

Nader Pouratian, William Speier, Nand Chandravadia, 2017, PloS one.

A topic model of clinical reports

William Speier, Corey W. Arnold, W. Speier, 2012, SIGIR '12.

Intra-Domain Task-Adaptive Transfer Learning to Determine Acute Ischemic Stroke Onset Time

Fabien Scalzo, William Speier, Suzie El-Saden, 2020, Comput. Medical Imaging Graph..

Federated learning improves site performance in multicenter deep learning without data sharing

Daguang Xu, Baris Turkbey, Jesse Tetreault, 2021, J. Am. Medical Informatics Assoc..

Automatic Estimation of Limbal Stem Cell Densities in Cultured Epithelial Cell Microscopy Imaging

William Speier, Corey Arnold, Sophie Deng, 2021, 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE).

Hierarchical Graph Pathomic Network for Progression Free Survival Prediction

William Speier, Corey W. Arnold, Huihui Ye, 2021, MICCAI.

A Machine Learning Approach to Predict Acute Ischemic Stroke Thrombectomy Reperfusion using Discriminative MR Image Features

William Speier, Corey Arnold, Kambiz Nael, 2021, 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI).

Is proton beam therapy cost effective in the treatment of adenocarcinoma of the prostate?

William Speier, Alan Pollack, J. Beck, 2007, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

Evaluating True BCI Communication Rate through Mutual Information and Language Models

Nader Pouratian, William Speier, Corey Arnold, 2013, PloS one.