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Authors whose works are in public domain in at least one jurisdiction

List of works by Dan Nguyen

3D radiotherapy dose prediction on head and neck cancer patients with a hierarchically densely connected U-net deep learning architecture

scientific article published on 18 March 2019

A Proof-of-Concept Study of Artificial Intelligence–assisted Contour Editing

scientific article published in 2022

A feasibility study for predicting optimal radiation therapy dose distributions of prostate cancer patients from patient anatomy using deep learning

scientific article published in Scientific Reports

An introduction to deep learning in medical physics: advantages, potential, and challenges

scientific article published on 03 March 2020

Artificial intelligence and machine learning for medical imaging: A technology review

scientific article published on 01 March 2021

Fully automated organ segmentation in male pelvic CT images

scientific article published on 14 December 2018

Generating synthesized computed tomography (CT) from cone-beam computed tomography (CBCT) using CycleGAN for adaptive radiation therapy

scientific article published on 10 June 2019

Intelligent inverse treatment planning via deep reinforcement learning, a proof-of-principle study in high dose-rate brachytherapy for cervical cancer

scientific article published on 29 May 2019

On the robustness of deep learning based lung nodule classification for CT images with respect to image noise

scientific article published on 05 November 2020

Towards a safe and efficient clinical implementation of machine learning in radiation oncology by exploring model interpretability, explainability and data-model dependency

scientific article published in 2022

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