Corey W. Arnold
Orcid: 0000-0002-4119-8143
According to our database1,
Corey W. Arnold
authored at least 72 papers
between 2010 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
2023
IEEE Trans. Biomed. Eng., February, 2023
Multi-site, Multi-domain Airway Tree Modeling (ATM'22): A Public Benchmark for Pulmonary Airway Segmentation.
CoRR, 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
Medicine in the <i>Monthly Review</i>: Revealing public medical discourse with topic modelling.
Digit. Scholarsh. Humanit., 2022
Federated Learning with Research Prototypes for Multi-Center MRI-based Detection of Prostate Cancer with Diverse Histopathology.
CoRR, 2022
Graph Convolutional Networks for Multi-modality Medical Imaging: Methods, Architectures, and Clinical Applications.
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
RPLHR-CT Dataset and Transformer Baseline for Volumetric Super-Resolution from CT Scans.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 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
Proceedings of the 16th International Conference on Document Analysis and Recognition, 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
Toward heterogeneous information fusion: bipartite graph convolutional networks for in silico drug repurposing.
Bioinform., 2020
Proceedings of the 25th International Conference on Pattern Recognition, 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
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
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Estimating the Health-Related Quality of Life of Twitter Users Using Semantic Processing.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 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
CoRR, 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 Medical Imaging 2018: Digital Pathology, 2018
Estimating Health-related Quality of Life of Twitter Users: Methods for Semantic Processing of Social Media Posts.
Proceedings of the AMIA 2018, 2018
Proceedings of the AMIA 2018, 2018
2017
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017
A Multi-scale U-Net for Semantic Segmentation of Histological Images from Radical Prostatectomies.
Proceedings of the AMIA 2017, 2017
Proceedings of the AMIA 2017, 2017
2016
J. Biomed. Informatics, 2016
J. Am. Medical Informatics Assoc., 2016
Comput. Methods Programs Biomed., 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
2015
J. Assoc. Inf. Sci. Technol., 2015
2014
Proceedings of the AMIA 2014, 2014
Proceedings of the AMIA 2014, 2014
2013
Perspective: Imaging-based observational databases for clinical problem solving: the role of informatics.
J. Am. Medical Informatics Assoc., 2013
Research and applications: Imaging informatics for consumer health: towards a radiology patient portal.
J. Am. Medical Informatics Assoc., 2013
Proceedings of the MEDINFO 2013, 2013
Proceedings of the MEDINFO 2013, 2013
Proceedings of the MEDINFO 2013, 2013
Proceedings of the MEDINFO 2013, 2013
2012
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012
2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
2010
A neuro-oncology workstation for structuring, modeling, and visualizing patient records.
Proceedings of the ACM International Health Informatics Symposium, 2010