Developed and validated a prognostic nomogram for recurrence-free survival after complete surgical resection of local primary gastrointestinal stromal tumors based on deep learning

Chen, Tao; Liu, Shangqing; Li, Yong; Feng, Xingyu; Xiong, Wei; Zhao, Xixi; Yang, Yali; Zhang, Cangui; Hu, Yanfeng; Chen, Hao; Lin, Tian; Zhao, Mingli; Liu, Hao; Yu, Jiang; Xu, Yikai; Zhang, Yu; Li, Guoxin

doi:10.1016/j.ebiom.2018.12.028

Title: Developed and validated a prognostic nomogram for recurrence-free survival after complete surgical resection of local primary gastrointestinal stromal tumors based on deep learning

Full Record
Other Related Research

Publication Date:: 2019-01-01

Sponsoring Org.:: USDOE Office of Electricity (OE), Advanced Grid Research & Development. Power Systems Engineering Research

OSTI Identifier:: 1488758

Grant/Contract Number:: 2017YFC0108300; 2017YFC0108303

Resource Type:: Published Article

Journal Name:: EBioMedicine

Additional Journal Information:: Journal Name: EBioMedicine Journal Volume: 39 Journal Issue: C; Journal ID: ISSN 2352-3964

Publisher:: Elsevier

Country of Publication:: Netherlands

Language:: English

Citation Formats


                    Chen, Tao, Liu, Shangqing, Li, Yong, Feng, Xingyu, Xiong, Wei, Zhao, Xixi, Yang, Yali, Zhang, Cangui, Hu, Yanfeng, Chen, Hao, Lin, Tian, Zhao, Mingli, Liu, Hao, Yu, Jiang, Xu, Yikai, Zhang, Yu, and Li, Guoxin. Developed and validated a prognostic nomogram for recurrence-free survival after complete surgical resection of local primary gastrointestinal stromal tumors based on deep learning.  Netherlands: N. p., 2019. 
        Web.  doi:10.1016/j.ebiom.2018.12.028.

Copy to clipboard


                    Chen, Tao, Liu, Shangqing, Li, Yong, Feng, Xingyu, Xiong, Wei, Zhao, Xixi, Yang, Yali, Zhang, Cangui, Hu, Yanfeng, Chen, Hao, Lin, Tian, Zhao, Mingli, Liu, Hao, Yu, Jiang, Xu, Yikai, Zhang, Yu, & Li, Guoxin. Developed and validated a prognostic nomogram for recurrence-free survival after complete surgical resection of local primary gastrointestinal stromal tumors based on deep learning.  Netherlands.  doi:https://doi.org/10.1016/j.ebiom.2018.12.028

Copy to clipboard


                    Chen, Tao, Liu, Shangqing, Li, Yong, Feng, Xingyu, Xiong, Wei, Zhao, Xixi, Yang, Yali, Zhang, Cangui, Hu, Yanfeng, Chen, Hao, Lin, Tian, Zhao, Mingli, Liu, Hao, Yu, Jiang, Xu, Yikai, Zhang, Yu, and Li, Guoxin. Tue .  
        "Developed and validated a prognostic nomogram for recurrence-free survival after complete surgical resection of local primary gastrointestinal stromal tumors based on deep learning".  Netherlands.  doi:https://doi.org/10.1016/j.ebiom.2018.12.028.

Copy to clipboard


                    
@article{osti_1488758,

  title        = {Developed and validated a prognostic nomogram for recurrence-free survival after complete surgical resection of local primary gastrointestinal stromal tumors based on deep learning},

  author       = {Chen, Tao and Liu, Shangqing and Li, Yong and Feng, Xingyu and Xiong, Wei and Zhao, Xixi and Yang, Yali and Zhang, Cangui and Hu, Yanfeng and Chen, Hao and Lin, Tian and Zhao, Mingli and Liu, Hao and Yu, Jiang and Xu, Yikai and Zhang, Yu and Li, Guoxin},

  abstractNote = {},

  doi          = {10.1016/j.ebiom.2018.12.028},

  journal      = {EBioMedicine},

  number       = C,

  volume       = 39,

  place        = {Netherlands},

  year         = {2019},

  month        = {1}

}

Copy to clipboard

Journal Article:

Free Publicly Available Full Text

Publisher's Version of Record
DOI: https://doi.org/10.1016/j.ebiom.2018.12.028

Other availability

Search WorldCat to find libraries that may hold this journal

Citation Metrics:

Cited by: 2 works

Citation information provided by
Web of Science

Save / Share:

Export Metadata

Save to My Library

Similar Records in DOE PAGES and OSTI.GOV collections:

Preoperative radiation with concurrent chemotherapy for resectable rectal cancer: Effect of dose escalation on pathologic complete response, local recurrence-free survival, disease-free survival, and overall survival

Journal Article Wiltshire, Kirsty L ; Ward, Iain G ; Swallow, Carol ; ... - International Journal of Radiation Oncology, Biology and Physics

Purpose: Three Phase II studies of preoperative radiotherapy and concurrent 5FU chemotherapy were undertaken. The primary endpoints were acute toxicity and pathologic complete response rate (pCR). Secondary endpoints were local recurrence-free survival (LRFS), disease-free survival (DFS), and overall survival (OS). Methods and Materials: A total of 134 patients with adenocarcinoma of the rectum (clinical T3/T4 or N1/N2) were treated. The initial cohort received 40 Gy in 20 fractions, the second 46 Gy in 23 fractions, and the third 50 Gy in 25 fractions. 5FU (225 mg/m{sup 2}/day) was given continuously throughout radiotherapy. A total of 121 patients underwent surgical resection.more »« less
DOI: https://doi.org/10.1016/J.IJROBP.2005.0
Prognostic Value of External Beam Radiation Therapy in Patients Treated With Surgical Resection and Intraoperative Electron Beam Radiation Therapy for Locally Recurrent Soft Tissue Sarcoma: A Multicentric Long-Term Outcome Analysis

Journal Article Calvo, Felipe A. ; School of Medicine, Complutense University, Madrid ; Sole, Claudio V., E-mail: cvsole@uc.cl ; ... - International Journal of Radiation Oncology, Biology and Physics

Background: A joint analysis of data from centers involved in the Spanish Cooperative Initiative for Intraoperative Electron Radiotherapy was performed to investigate long-term outcomes of locally recurrent soft tissue sarcoma (LR-STS) patients treated with a multidisciplinary approach. Methods and Materials: Patients with a histologic diagnosis of LR-STS (extremity, 43%; trunk wall, 24%; retroperitoneum, 33%) and no distant metastases who underwent radical surgery and intraoperative electron radiation therapy (IOERT; median dose, 12.5 Gy) were considered eligible for participation in this study. In addition, 62% received external beam radiation therapy (EBRT; median dose, 50 Gy). Results: From 1986 to 2012, a totalmore »« less
DOI: https://doi.org/10.1016/J.IJROBP.2013.10.021
Validation of the Web-Based IBTR! 2.0 Nomogram to Predict for Ipsilateral Breast Tumor Recurrence After Breast-Conserving Therapy

Journal Article Kindts, Isabelle ; Department of Radiation Oncology, University Hospitals Leuven, Leuven ; Laenen, Annouschka ; ... - International Journal of Radiation Oncology, Biology and Physics

Purpose: To evaluate the IBTR! 2.0 nomogram, which predicts 10-year ipsilateral breast tumor recurrence (IBTR) after breast-conserving therapy with and without radiation therapy for breast cancer, by using a large, external, and independent cancer center database. Methods and Materials: We retrospectively identified 1898 breast cancer cases, treated with breast-conserving therapy and radiation therapy at the University Hospital Leuven from 2000 to 2007, with requisite data for the nomogram variables. Clinicopathologic factors were assessed. Two definitions of IBTR were considered where simultaneous regional or distant recurrence were either censored (conform IBTR! 2.0) or included as event. Validity of the prediction algorithm wasmore »« less
DOI: https://doi.org/10.1016/J.IJROBP.2016.03.036
Long-Term Outcomes After Maximal Surgical Resection and Intraoperative Electron Radiotherapy for Locoregionally Recurrent or Locoregionally Advanced Primary Renal Cell Carcinoma

Journal Article Hallemeier, Christopher L ; Choo, Richard ; Davis, Brian J ; ... - International Journal of Radiation Oncology, Biology and Physics

Purpose: To report outcomes of a multimodality therapy combining maximal surgical resection and intraoperative electron radiotherapy (IOERT) for patients with locoregionally (LR) recurrent renal cell carcinoma (RCC) after radical nephrectomy or LR advanced primary RCC. Methods and Materials: From 1989 through 2005, a total of 22 patients with LR recurrent (n = 19) or LR advanced primary (n = 3) RCC were treated with this multimodality approach. The median patient age was 63 years (range 46-78). Twenty-one patients (95%) received perioperative external beam radiotherapy (EBRT) with a median dose of 4,500 cGy (range, 4,140-5,500). Surgical resection was R0 (negative margins)more »« less
DOI: https://doi.org/10.1016/J.IJROBP.2011.02.026
A New Treatment Paradigm: Neoadjuvant Radiosurgery Before Surgical Resection of Brain Metastases With Analysis of Local Tumor Recurrence

Journal Article Asher, Anthony L., E-mail: asher@cnsa.com ; Carolina Neurosurgery and Spine Associates, Charlotte, North Carolina ; Burri, Stuart H. ; ... - International Journal of Radiation Oncology, Biology and Physics

Purpose: Resected brain metastases (BM) require radiation therapy to reduce local recurrence. Whole brain radiation therapy (WBRT) reduces recurrence, but with potential toxicity. Postoperative stereotactic radiosurgery (SRS) is a strategy without prospective data and problematic target delineation. SRS delivered in the preoperative setting (neoadjuvant, or NaSRS) allows clear target definition and reduction of intraoperative dissemination of tumor cells. Methods and Materials: Our treatment of resectable BM with NaSRS was begun in 2005. Subsequently, a prospective trial of NaSRS was undertaken. A total of 47 consecutively treated patients (23 database and 24 prospective trial) with a total of 51 lesions weremore »« less
DOI: https://doi.org/10.1016/J.IJROBP.2013.12.013

Similar Records