William Speier
Orcid: 0000-0002-0890-8684
According to our database1,
William Speier
authored at least 58 papers
between 2011 and 2024.
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Bibliography
2024
A multitask approach for automated detection and segmentation of thyroid nodules in ultrasound images.
Comput. Biol. Medicine, March, 2024
Evaluation Of P300 Speller Performance Using Large Language Models Along With Cross-Subject Training.
CoRR, 2024
Reducing Overtreatment of Indeterminate Thyroid Nodules Using a Multimodal Deep Learning Model.
CoRR, 2024
Digital Volumetric Biopsy Cores Improve Gleason Grading of Prostate Cancer Using Deep Learning.
CoRR, 2024
High Performance P300 Spellers Using GPT2 Word Prediction With Cross-Subject Training.
CoRR, 2024
ThyGraph: A Graph-Based Approach for Thyroid Nodule Diagnosis from Ultrasound Studies.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Incorporating flash adjacency into the classifier for a language model-based P300 Speller.
Proceedings of the 4th IEEE International Conference on Human-Machine Systems, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
IEEE Trans. Biomed. Eng., February, 2023
CoRR, 2023
Deep Learning for Tumor-Associated Stroma Identification in Prostate Histopathology Slides.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Pathology-Based Ischemic Stroke Etiology Classification via Clot Composition Guided Multiple Instance Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
IEEE Trans. Medical Imaging, 2022
Attention-Guided Discriminative Region Localization and Label Distribution Learning for Bone Age Assessment.
IEEE J. Biomed. Health Informatics, 2022
High resolution histopathology image generation and segmentation through adversarial training.
Medical Image Anal., 2022
Design considerations for a hierarchical semantic compositional framework for medical natural language understanding.
CoRR, 2022
Attention-Guided Prostate Lesion Localization and Grade Group Classification with Multiple Instance Learning.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
Fully Automated Approaches for Localization of Intraoperative Electrocorticographic Electrodes.
Proceedings of the IEEE International Conference on Metrology for Extended Reality, 2022
Proceedings of the 22nd IEEE International Conference on Bioinformatics and Bioengineering, 2022
2021
Bidirectional Representation Learning From Transformers Using Multimodal Electronic Health Record Data to Predict Depression.
IEEE J. Biomed. Health Informatics, 2021
HCET: Hierarchical Clinical Embedding With Topic Modeling on Electronic Health Records for Predicting Future Depression.
IEEE J. Biomed. Health Informatics, 2021
Federated learning improves site performance in multicenter deep learning without data sharing.
J. Am. Medical Informatics Assoc., 2021
Intra-domain task-adaptive transfer learning to determine acute ischemic stroke onset time.
Comput. Medical Imaging Graph., 2021
A multi-resolution model for histopathology image classification and localization with multiple instance learning.
Comput. Biol. Medicine, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
A Semi-Supervised Learning Framework to Leverage Proxy Information for Stroke MRI Analysis.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Automatic Estimation of Limbal Stem Cell Densities in Cultured Epithelial Cell Microscopy Imaging.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
A Machine Learning Approach to Predict Acute Ischemic Stroke Thrombectomy Reperfusion using Discriminative MR Image Features.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021
2020
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, 2020
Mach. Vis. Appl., 2020
Bidirectional Representation Learning from Transformers using Multimodal Electronic Health Record Data for Chronic to Predict Depression.
CoRR, 2020
CoRR, 2020
Maintaining High Accuracy General P300 Speller Using the Language Modeling and Dynamic Stopping.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020
Optimizing P300 speller performance using language models for character and word prediction.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020
2019
IEEE Trans. Medical Imaging, 2019
A protocol integrating remote patient monitoring patient reported outcomes and cardiovascular biomarkers.
npj Digit. Medicine, 2019
An attention-based multi-resolution model for prostate whole slide imageclassification and localization.
CoRR, 2019
IEEE Access, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Identifying Input Features for Development of Real-Time Translation of Neural Signals to Text.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
A Self-Paced P300 speller with Improved Typing Speed using continuous stimulus Presentations.
Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019
Semi-supervised learning based on generative adversarial network: a comparison between good GAN and bad GAN approach.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
2018
Evaluating utility and compliance in a patient-based eHealth study using continuous-time heart rate and activity trackers.
J. Am. Medical Informatics Assoc., 2018
An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies.
Comput. Medical Imaging Graph., 2018
Proceedings of the AMIA 2018, 2018
2017
Proceedings of the AMIA 2017, 2017
2016
J. Biomed. Informatics, 2016
Comput. Methods Programs Biomed., 2016
2015
PhD thesis, 2015
2014
Motivating the Additional Use of External Validity: Examining Transportability in a Model of Glioblastoma Multiforme.
Proceedings of the AMIA 2014, 2014
Proceedings of the AMIA 2014, 2014
2012
Updating annotations with the distributed annotation system and the automated sequence annotation pipeline.
Bioinform., 2012
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012
Automated Extraction of Reported Statistical Analyses: Towards a Logical Representation of Clinical Trial Literature.
Proceedings of the AMIA 2012, 2012
2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011