EC
Eric N Carver
cs.CVeess.IVcs.LGMultiparametric Magnetic Resonance Imagingstat.MLBrachytherapybrachytherapy roadmapbrachytherapy technologyconvolutional neural networkcs.AI
On Valency
published · living versionsW_ctyr365s·v1 · currentpublished
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
with Spyridon Bakas, Mauricio Reyes, Andras Jakab, Stefan Bauer +422
1 version
Preprints & journals
9 papers in the corpus · 2018–2025Roadmap: medical physics technologies in brachytherapy.40480262 · Song, William Y, Roumeliotis, Michael, Lee, Junghoon et al.2025 · 2 citationsPhysics in medicine and biology. 2025;70(14)
Prostate cancer malignancy detection and localization from mpMRI using auto-deep learning as one step closer to clinical utilization.36575209 · Zong, Weiwei, Carver, Eric, Zhu, Simeng et al.2022 · 7 citationsScientific reports. 2022;12(1):22430
Prostate Cancer Malignancy Detection and localization from mpMRI using auto-Deep Learning: One Step Closer to Clinical Utilization2206.06235v1 · Weiwei Zong, Eric Carver, Simeng Zhu et al.2022 · 1 citationarXiv
Improvement of Multiparametric MR Image Segmentation by Augmenting the Data With Generative Adversarial Networks for Glioma Patients.33584233 · Carver, Eric Nathan, Dai, Zhenzhen, Liang, Evan et al.2021 · 16 citationsFrontiers in computational neuroscience. 2020;14:495075
A deep dive into understanding tumor foci classification using multiparametric MRI based on convolutional neural network.32449176 · Zong, Weiwei, Lee, Joon K, Liu, Chang et al.2021 · 18 citationsMedical physics. 2020;47(9):4077-4086
Segmentation of the Prostatic Gland and the Intraprostatic Lesions on Multiparametic Magnetic Resonance Imaging Using Mask Region-Based Convolutional Neural Networks.32529143 · Dai, Zhenzhen, Carver, Eric, Liu, Chang et al.2022 · 49 citationsAdvances in radiation oncology. 2020;5(3):473-481
Volumetric and Voxel-Wise Analysis of Dominant Intraprostatic Lesions on Multiparametric MRI.31334128 · Lee, Joon, Carver, Eric, Feldman, Aharon et al.2020 · 6 citationsFrontiers in oncology. 2019;9:616
Segmentation of the Prostatic Gland and the Intraprostatic Lesions on Multiparametic MRI Using Mask-RCNN1904.02575v1 · Zhenzhen Dai, Eric Carver, Chang Liu et al.2019 · 3 citationsarXiv
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge1811.02629v3 · Spyridon Bakas, Mauricio Reyes, Andras Jakab et al.2018 · 1,441 citationsarXivon Valency
Career total: 25 works. 9 are in this corpus.
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