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02/03/2023
Deep Learning (DL)-based Automatic Segmentation of the Internal Pudendal Artery (IPA) for Reduction of Erectile Dysfunction in Definitive Radiotherapy of Localized Prostate Can
Background and purpose: Radiation-induced erectile dysfunction (RiED) is...
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11/19/2022
Prior Guided Deep Difference Meta-Learner for Fast Adaptation to Stylized Segmentation
When a pre-trained general auto-segmentation model is deployed at a new ...
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10/11/2022
Performance Deterioration of Deep Learning Models after Clinical Deployment: A Case Study with Auto-segmentation for Definitive Prostate Cancer Radiotherapy
In the past decade, deep learning (DL)-based artificial intelligence (AI...
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10/02/2022
Uncertainty estimations methods for a deep learning model to aid in clinical decision-making – a clinician's perspective
Prediction uncertainty estimation has clinical significance as it can po...
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09/22/2022
Recurrence-free Survival Prediction under the Guidance of Automatic Gross Tumor Volume Segmentation for Head and Neck Cancers
For Head and Neck Cancers (HNC) patient management, automatic gross tumo...
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06/07/2022
Exploring the combination of deep-learning based direct segmentation and deformable image registration for cone-beam CT based auto-segmentation for adaptive radiotherapy
CBCT-based online adaptive radiotherapy (ART) calls for accurate auto-se...
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03/08/2022
Region Specific Optimization (RSO)-based Deep Interactive Registration
Medical image registration is a fundamental and vital task which will af...
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07/28/2021
A Proof-of-Concept Study of Artificial Intelligence Assisted Contour Revision
Automatic segmentation of anatomical structures is critical for many med...
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04/28/2020