William Speier

About William Speier

William Speier, With an exceptional h-index of 32 and a recent h-index of 24 (since 2020), a distinguished researcher at University of California, Los Angeles, specializes in the field of Machine learning, brain-computer interfaces, medical image analysis.

His recent articles reflect a diverse array of research interests and contributions to the field:

From Bench-to-Bedside: How Artificial Intelligence Is Changing Thyroid Nodule Diagnostics

A multitask approach for automated detection and segmentation of thyroid nodules in ultrasound images

Patients with Heart Failure: Internet Use and Mobile Health Perceptions

Design considerations for a hierarchical semantic compositional framework for medical natural language understanding

Predicting Thrombectomy Recanalization from CT Imaging Using Deep Learning Models

Patient-level thyroid cancer classification using attention multiple instance learning on fused multi-scale ultrasound image features

Evaluating Deep Learning Performance for P300 Neural Signal Classification

Latent diffusion augmentation enhances deep learning analysis of neuro-morphology in limbal stem cell deficiency

William Speier Information

University

Position

___

Citations(all)

2710

Citations(since 2020)

1880

Cited By

1284

hIndex(all)

32

hIndex(since 2020)

24

i10Index(all)

52

i10Index(since 2020)

49

Email

University Profile Page

Google Scholar

William Speier Skills & Research Interests

Machine learning

brain-computer interfaces

medical image analysis

Top articles of William Speier

From Bench-to-Bedside: How Artificial Intelligence Is Changing Thyroid Nodule Diagnostics

2024/4/29

Michael W Yeh
Michael W Yeh

H-Index: 32

William Speier
William Speier

H-Index: 20

A multitask approach for automated detection and segmentation of thyroid nodules in ultrasound images

Computers in Biology and Medicine

2024/3/1

Joseph Chen
Joseph Chen

H-Index: 11

William Speier
William Speier

H-Index: 20

Patients with Heart Failure: Internet Use and Mobile Health Perceptions

Applied Clinical Informatics

2024/2/21

William Speier
William Speier

H-Index: 20

Design considerations for a hierarchical semantic compositional framework for medical natural language understanding

PloS one

2023/3/16

William Speier
William Speier

H-Index: 20

Predicting Thrombectomy Recanalization from CT Imaging Using Deep Learning Models

arXiv preprint arXiv:2302.04143

2023/2/8

Haoyue Zhang
Haoyue Zhang

H-Index: 1

William Speier
William Speier

H-Index: 20

Patient-level thyroid cancer classification using attention multiple instance learning on fused multi-scale ultrasound image features

AMIA Annual Symposium Proceedings

2023

William Speier
William Speier

H-Index: 20

Evaluating Deep Learning Performance for P300 Neural Signal Classification

AMIA Annual Symposium Proceedings

2023

William Speier
William Speier

H-Index: 20

Latent diffusion augmentation enhances deep learning analysis of neuro-morphology in limbal stem cell deficiency

Frontiers in Medicine

2023

Pathology-Based Ischemic Stroke Etiology Classification via Clot Composition Guided Multiple Instance Learning

2023

Haoyue Zhang
Haoyue Zhang

H-Index: 1

William Speier
William Speier

H-Index: 20

Ultrasound Image Enhancement using CycleGAN and Perceptual Loss

arXiv preprint arXiv:2312.11748

2023/12/18

William Speier
William Speier

H-Index: 20

Monitoring Heart Failure Patients with Mobile Health Technologies: Outcomes from a 180-day Prospective Study

medRxiv

2023

Michael K Ong
Michael K Ong

H-Index: 26

William Speier
William Speier

H-Index: 20

Deep Learning for Tumor-Associated Stroma Identification in Prostate Histopathology Slides

2023/10/1

Optimizing detection and deep learning-based classification of pathological high-frequency oscillations in epilepsy

Clinical Neurophysiology

2023/10/1

PyHFO: Lightweight Deep Learning-powered End-to-End High-Frequency Oscillations Analysis Application

bioRxiv

2023

Uncovering Spatiotemporal Dynamics of the Corticothalamic Network during Seizures

medRxiv

2023/8/22

Machine Learning Approaches to Classify Self-Reported Rheumatoid Arthritis Health Scores Using Activity Tracker Data: Longitudinal Observational Study

JMIR Formative Research

2023/6/26

William Speier
William Speier

H-Index: 20

Yujie Su
Yujie Su

H-Index: 4

Pretrained transformers for seizure detection

2023/6/4

An Automated Deep Learning Approach for the Diagnosis of Limbal Stem Cell Deficiency

Investigative Ophthalmology & Visual Science

2023/6/1

William Speier
William Speier

H-Index: 20

Fully Automated Approaches for Localization of Intraoperative Electrocorticographic Electrodes

2022/10/26

William Speier
William Speier

H-Index: 20

Synthesizing MR image contrast enhancement using 3D high-resolution ConvNets

IEEE Transactions on Biomedical Engineering

2022/7/19

See List of Professors in William Speier University(University of California, Los Angeles)

Co-Authors

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