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Author Details

William Speier
University of California los angeles
2002
69
18
PMIDPaper TitleJournal TitlePublished Year
36928721Design considerations for a hierarchical semantic compositional framework for medical natural language understanding.PLoS One2023
37603979Optimizing detection and deep learning-based classification of pathological high-frequency oscillations in epilepsy.Clin Neurophysiol2023
37662245Uncovering Spatiotemporal Dynamics of the Corticothalamic Network during Seizures.medRxiv2023
37908848Latent diffusion augmentation enhances deep learning analysis of neuro-morphology in limbal stem cell deficiency.Front Med (Lausanne)2023
36778410A Multitask Approach for Automated Detection and Segmentation of Thyroid Nodules in Ultrasound Images.medRxiv2023
37017471Machine Learning Approaches to Classify Self-Reported Rheumatoid Arthritis Health Scores Using Activity Tracker Data: Longitudinal Observational Study.JMIR Form Res2023
37131743Optimizing Detection and Deep Learning-based Classification of Pathological High-Frequency Oscillations in Epilepsy.medRxiv2023
36928721Design considerations for a hierarchical semantic compositional framework for medical natural language understanding.PLoS One2023
37908848Latent diffusion augmentation enhances deep learning analysis of neuro-morphology in limbal stem cell deficiency.Front Med (Lausanne)2023
37662245Uncovering Spatiotemporal Dynamics of the Corticothalamic Network during Seizures.medRxiv2023
37603979Optimizing detection and deep learning-based classification of pathological high-frequency oscillations in epilepsy.Clin Neurophysiol2023
37017471Machine Learning Approaches to Classify Self-Reported Rheumatoid Arthritis Health Scores Using Activity Tracker Data: Longitudinal Observational Study.JMIR Form Res2023
37131743Optimizing Detection and Deep Learning-based Classification of Pathological High-Frequency Oscillations in Epilepsy.medRxiv2023
36778410A Multitask Approach for Automated Detection and Segmentation of Thyroid Nodules in Ultrasound Images.medRxiv2023
34232898Attention-Guided Discriminative Region Localization and Label Distribution Learning for Bone Age Assessment.IEEE J Biomed Health Inform2022
35574291Extending Brain-Computer Interface Access with a Multilingual Language Model in the P300 Speller.Brain Comput Interfaces (Abingdon)2022
36068184Identifying acute ischemic stroke patients within the thrombolytic treatment window using deep learning.J Neuroimaging2022
35410392Sex-based differences in remote monitoring of biometric, psychometric and biomarker indices in stable ischemic heart disease.Biol Sex Differ2022
36541546Characterizing physiological high-frequency oscillations using deep learning.J Neural Eng2022
34232898Attention-Guided Discriminative Region Localization and Label Distribution Learning for Bone Age Assessment.IEEE J Biomed Health Inform2022
33517863Visualization of Fluoroscopic Imaging in Orthopedic Surgery: Head-Mounted Display vs Conventional Monitor.Surg Innov2022
34898432PathAL: An Active Learning Framework for Histopathology Image Analysis.IEEE Trans Med Imaging2022
34814059High resolution histopathology image generation and segmentation through adversarial training.Med Image Anal2022
35410392Sex-based differences in remote monitoring of biometric, psychometric and biomarker indices in stable ischemic heart disease.Biol Sex Differ2022
35574291Extending Brain-Computer Interface Access with a Multilingual Language Model in the P300 Speller.Brain Comput Interfaces (Abingdon)2022
36541546Characterizing physiological high-frequency oscillations using deep learning.J Neural Eng2022
36068184Identifying acute ischemic stroke patients within the thrombolytic treatment window using deep learning.J Neuroimaging2022
33517863Visualization of Fluoroscopic Imaging in Orthopedic Surgery: Head-Mounted Display vs Conventional Monitor.Surg Innov2022
34898432PathAL: An Active Learning Framework for Histopathology Image Analysis.IEEE Trans Med Imaging2022
34814059High resolution histopathology image generation and segmentation through adversarial training.Med Image Anal2022
32749975HCET: Hierarchical Clinical Embedding With Topic Modeling on Electronic Health Records for Predicting Future Depression.IEEE J Biomed Health Inform2021
35813219A Machine Learning Approach to Predict Acute Ischemic Stroke Thrombectomy Reperfusion using Discriminative MR Image Features.IEEE EMBS Int Conf Biomed Health Inform2021
33908801Optimizing Spatial Biopsy Sampling for the Detection of Prostate Cancer.J Urol2021
33537772Federated learning improves site performance in multicenter deep learning without data sharing.J Am Med Inform Assoc2021
34170972Harnessing clinical annotations to improve deep learning performance in prostate segmentation.PLoS One2021
33836507Generalizing neural signal-to-text brain-computer interfaces.Biomed Phys Eng Express2021
33934065Intra-domain task-adaptive transfer learning to determine acute ischemic stroke onset time.Comput Med Imaging Graph2021
33661740Bidirectional Representation Learning From Transformers Using Multimodal Electronic Health Record Data to Predict Depression.IEEE J Biomed Health Inform2021
33601084A multi-resolution model for histopathology image classification and localization with multiple instance learning.Comput Biol Med2021
32749975HCET: Hierarchical Clinical Embedding With Topic Modeling on Electronic Health Records for Predicting Future Depression.IEEE J Biomed Health Inform2021
34744829Machine Learning Prediction of Treatment Outcome in Late-Life Depression.Front Psychiatry2021
35169696Refining epileptogenic high-frequency oscillations using deep learning: a reverse engineering approach.Brain Commun2021
34891736A Semi-Supervised Learning Framework to Leverage Proxy Information for Stroke MRI Analysis.Annu Int Conf IEEE Eng Med Biol Soc2021
35813219A Machine Learning Approach to Predict Acute Ischemic Stroke Thrombectomy Reperfusion using Discriminative MR Image Features.IEEE EMBS Int Conf Biomed Health Inform2021
33601084A multi-resolution model for histopathology image classification and localization with multiple instance learning.Comput Biol Med2021
33908801Optimizing Spatial Biopsy Sampling for the Detection of Prostate Cancer.J Urol2021
33537772Federated learning improves site performance in multicenter deep learning without data sharing.J Am Med Inform Assoc2021
33836507Generalizing neural signal-to-text brain-computer interfaces.Biomed Phys Eng Express2021
33661740Bidirectional Representation Learning From Transformers Using Multimodal Electronic Health Record Data to Predict Depression.IEEE J Biomed Health Inform2021
34891736A Semi-Supervised Learning Framework to Leverage Proxy Information for Stroke MRI Analysis.Annu Int Conf IEEE Eng Med Biol Soc2021
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Collaborators

Corey W Arnold
David Geffen School of Medicine at University of California los angeles
Co-authored papers 37
Nader Pouratian
University of Texas Southwestern Medical Center.
Co-authored papers 14
Karthik V Sarma
University of California los angeles
Co-authored papers 6
Suzie El-Saden
VA Phoenix Healthcare System
Co-authored papers 6
Brennan M R Spiegel
Cedars-Sinai Center for Outcomes Research and Education (CS-CORE)
Co-authored papers 5
King Chung Ho
University of California los angeles
Co-authored papers 5
Noriko Salamon
David Geffen School of Medicine, University of California Los Angeles
Co-authored papers 5
Richard J Staba
David Geffen School of Medicine at university of california los angeles
Co-authored papers 4
Steven S Raman
University of California, Los Angeles David Geffen School of Medicine
Co-authored papers 4
Bryan Yoo
David Geffen School of Medicine, University of California Los Angeles
Co-authored papers 4
William Hsu
Co-authored papers 4
Kambiz Nael
David Geffen School of Medicine, University of California Los Angeles
Co-authored papers 4
William Hsu
American Medical Informatics Association, IEEE, Johns Hopkins University, Radiological Society of North America, University of California Los Angeles, University of California, Los Angeles
Co-authored papers 4
Ricky K Taira
University of California los angeles
Co-authored papers 3
Michael F Ochs
The College of New Jersey
Co-authored papers 3
Jennifer E Van Eyk
Smidt Heart Institute, Cedars-Sinai Medical Center
Co-authored papers 3
Alex A T Bui
University of California Los Angeles
Co-authored papers 3
Anthony Sisk
University of California los angeles
Co-authored papers 3
Alex A T Bui
Co-authored papers 3
Eldin Dzubur
University of Southern California
Co-authored papers 2
Susan Cheng
Co-authored papers 2
Stephanie A Harmon
National Cancer Institute, National Institutes of Health
Co-authored papers 2
Mary Zide
University of California los angeles
Co-authored papers 2
Gregg C Fonarow
David Geffen School of Medicine, University of California, Los Angeles Medical Center
Co-authored papers 2
Baris Turkbey
National Cancer Institute, National Institutes of Health
Co-authored papers 2
Adam Kinnaird
University of Alberta
Co-authored papers 2
Jerome Engel
David Geffen School of Medicine at university of california los angeles
Co-authored papers 2
Ely R Felker
University of California, Los Angeles David Geffen School of Medicine
Co-authored papers 1
Dipti P Sajed
David Geffen School of Medicine University of California Los Angeles California USA.
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Audrey Winter
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Release 1.2