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20202023
most citedDeepMTS: Deep Multi-task Learning for Survival Prediction in Patients with Advanced Nasopharyngeal Carcinoma using Pretreatment PET/CT

67 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing physics.med-phShow all

4 papers · 1 filter

physics.med-ph2022★ 8 cited

A clinically relevant online patient QA solution with daily CT scans and EPID-based in vivo dosimetry: A feasible study on rectal cancer

Liyuan Chen, Zhiyuan Zhang, Lei Yu +8

Adaptive radiation therapy (ART) could protect organs at risk (OARs) while maintain high dose coverage to targets. However, there still lack efficient online patient QA methods. We…

physics.med-ph2021★ 1 cited

Nanoparticle Radiosensitization: from extended local effect modeling to a survival modificationframework of compound Poisson additive killing and its carbon dots validation

Hailun Pan, Xiaowa Wang, Aihui Feng +8

Objective: To construct an analytical model instead of local effect modeling for the prediction of the biological effectiveness of nanoparticle radiosensitization. Approach: An ext…

physics.med-ph2021

Fluence Adaptation for Task-based Dose Optimization in X-ray Phase-Contrast Imaging

Chengpeng Wu, Yuxiang Xing, Li Zhang +4

Purpose: Grating-based imaging (GBI) and edge-illumination (EI) are two promising types of XPCI as the conventional x-ray sources can be directly utilized. For GBI and EI systems,…

physics.med-ph2020★ 49 cited

Data-driven dose calculation algorithm based on deep learning

Jiawei Fan, Lei Xing, Peng Dong +3

In this study we performed a feasibility investigation on implementing a fast and accurate dose calculation based on a deep learning technique. A two dimensional (2D) fluence map w…