Yifei Pi
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Explore the profile of Yifei Pi including associated specialties, affiliations and a list of published articles.
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13
Citations
35
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Recent Articles
1.
Guo Z, Liu S, Zhou B, Liu J, Wang H, Pi Y, et al.
Nat Commun
. 2025 Feb;
16(1):1895.
PMID: 39988613
Radiotherapy using very-high-energy electron (VHEE) beams (50-300 MeV) has attracted considerable attention due to its advantageous dose deposition characteristics, enabling deep penetration and easy manipulation by magnetic components. One promising...
2.
Huang Y, Cai R, Pi Y, Ma K, Kong Q, Zhuo W, et al.
J Xray Sci Technol
. 2024 May;
32(4):1199-1208.
PMID: 38701130
Objective: This study aims to explore the feasibility of DenseNet in the establishment of a three-dimensional (3D) gamma prediction model of IMRT based on the actual parameters recorded in the...
3.
Huang Y, Pi Y, Ma K, Miao X, Fu S, Feng A, et al.
J Xray Sci Technol
. 2024 Mar;
32(3):797-807.
PMID: 38457139
Background: The error magnitude is closely related to patient-specific dosimetry and plays an important role in evaluating the delivery of the radiotherapy plan in QA. No previous study has investigated...
4.
Wang H, Pi Y, Liu C, Wang X, Guo Y, Lu L, et al.
Biomed Eng Online
. 2023 Jun;
22(1):57.
PMID: 37316944
Objective: To investigate the effectiveness of using a 3D-printed total skin bolus in total skin helical tomotherapy for the treatment of mycosis fungoides. Materials And Methods: A 65-year-old female patient...
5.
Huang Y, Pi Y, Ma K, Miao X, Fu S, Chen H, et al.
Strahlenther Onkol
. 2023 Mar;
199(5):498-510.
PMID: 36988665
Objective: To identify delivery error type and predict associated error magnitude by image-based features using machine learning (ML). Methods: In this study, a total of 40 thoracic plans (including 208...
6.
Kong F, Liu S, Liu L, Pi Y, Pei Y, Xu D, et al.
Front Oncol
. 2022 Sep;
12:936985.
PMID: 36052229
Objective: Allogeneic hematopoietic stem cell transplantation (allo-HSCT) is an effective method for the treatment of refractory and relapsed acute leukemia, and the preconditioning methods before transplantationis one of the important...
7.
Huang Y, Pi Y, Ma K, Miao X, Fu S, Zhu Z, et al.
Technol Cancer Res Treat
. 2022 Jun;
21:15330338221104881.
PMID: 35726209
In this study, we propose a deep learning-based approach to predict Intensity-modulated radiation therapy (IMRT) quality assurance (QA) gamma passing rates using delivery fluence informed by log files. A total...
8.
Wang H, Pi Y, Guo Y, Pei X, Xu X
Front Oncol
. 2022 May;
12:852345.
PMID: 35494075
Purpose: To investigate the influencing factors of total skin irradiation (TSI) with helical tomotherapy for guiding the clinical selection of the suitable parameters and optimizing the plan quality and efficiency....
9.
Chang Y, Wang Z, Peng Z, Zhou J, Pi Y, Xu X, et al.
J Appl Clin Med Phys
. 2021 Oct;
22(11):115-125.
PMID: 34643320
Objective: Clinical target volume (CTV) autosegmentation for cervical cancer is desirable for radiation therapy. Data heterogeneity and interobserver variability (IOV) limit the clinical adaptability of such methods. The adaptive method...
10.
Huang Y, Pi Y, Ma K, Miao X, Fu S, Chen H, et al.
Front Oncol
. 2021 Aug;
11:700343.
PMID: 34354949
The dose verification in radiotherapy quality assurance (QA) is time-consuming and places a heavy workload on medical physicists. To provide a clinical tool to perform patient specific QA accurately, the...