Literature DB >> 28675381

Matched computed tomography segmentation and demographic data for oropharyngeal cancer radiomics challenges.

.   

Abstract

Cancers arising from the oropharynx have become increasingly more studied in the past few years, as they are now epidemic domestically. These tumors are treated with definitive (chemo)radiotherapy, and have local recurrence as a primary mode of clinical failure. Recent data suggest that 'radiomics', or extraction of image texture analysis to generate mineable quantitative data from medical images, can reflect phenotypes for various cancers. Several groups have shown that developed radiomic signatures, in head and neck cancers, can be correlated with survival outcomes. This data descriptor defines a repository for head and neck radiomic challenges, executed via a Kaggle in Class platform, in partnership with the MICCAI society 2016 annual meeting.These public challenges were designed to leverage radiomics and/or machine learning workflows to discriminate HPV phenotype in one challenge (HPV status challenge) and to identify patients who will develop a local recurrence in the primary tumor volume in the second one (Local recurrence prediction challenge) in a segmented, clinically curated anonymized oropharyngeal cancer (OPC) data set.

Entities:  

Mesh:

Year:  2017        PMID: 28675381      PMCID: PMC5497772          DOI: 10.1038/sdata.2017.77

Source DB:  PubMed          Journal:  Sci Data        ISSN: 2052-4463            Impact factor:   6.444


  33 in total

1.  Introduction to the ACR-NEMA DICOM standard.

Authors:  W D Bidgood; S C Horii
Journal:  Radiographics       Date:  1992-03       Impact factor: 5.333

2.  4. Definition of volumes.

Authors: 
Journal:  J ICRU       Date:  2010-04

Review 3.  Prevalence of human papillomavirus in oropharyngeal and nonoropharyngeal head and neck cancer--systematic review and meta-analysis of trends by time and region.

Authors:  Hisham Mehanna; Tom Beech; Tom Nicholson; Iman El-Hariry; Christopher McConkey; Vinidh Paleri; Sally Roberts
Journal:  Head Neck       Date:  2012-01-20       Impact factor: 3.147

Review 4.  Current status of IMRT in head and neck cancer.

Authors:  Jaime Gomez-Millan; Jesús Romero Fernández; Jose Antonio Medina Carmona
Journal:  Rep Pract Oncol Radiother       Date:  2013-10-20

5.  Collapsed cone convolution of radiant energy for photon dose calculation in heterogeneous media.

Authors:  A Ahnesjö
Journal:  Med Phys       Date:  1989 Jul-Aug       Impact factor: 4.071

6.  CT-based radiomic signature predicts distant metastasis in lung adenocarcinoma.

Authors:  Thibaud P Coroller; Patrick Grossmann; Ying Hou; Emmanuel Rios Velazquez; Ralph T H Leijenaar; Gretchen Hermann; Philippe Lambin; Benjamin Haibe-Kains; Raymond H Mak; Hugo J W L Aerts
Journal:  Radiother Oncol       Date:  2015-03-04       Impact factor: 6.280

7.  Analysis of interfractional set-up errors and intrafractional organ motions during IMRT for head and neck tumors to define an appropriate planning target volume (PTV)- and planning organs at risk volume (PRV)-margins.

Authors:  Minoru Suzuki; Yasumasa Nishimura; Kiyoshi Nakamatsu; Masahiko Okumura; Hisayuki Hashiba; Ryuta Koike; Shuichi Kanamori; Toru Shibata
Journal:  Radiother Oncol       Date:  2006-03-29       Impact factor: 6.280

8.  Human papillomavirus and rising oropharyngeal cancer incidence in the United States.

Authors:  Anil K Chaturvedi; Eric A Engels; Ruth M Pfeiffer; Brenda Y Hernandez; Weihong Xiao; Esther Kim; Bo Jiang; Marc T Goodman; Maria Sibug-Saber; Wendy Cozen; Lihua Liu; Charles F Lynch; Nicolas Wentzensen; Richard C Jordan; Sean Altekruse; William F Anderson; Philip S Rosenberg; Maura L Gillison
Journal:  J Clin Oncol       Date:  2011-10-03       Impact factor: 44.544

9.  Treatment results on advanced neck metastasis (N3) from head and neck squamous carcinoma.

Authors:  André L Carvalho; Luiz P Kowalski; Ivan M G Agra; Everton Pontes; Olimpio D Campos; Antonio Cássio A Pellizzon
Journal:  Otolaryngol Head Neck Surg       Date:  2005-06       Impact factor: 3.497

Review 10.  Radiomics: extracting more information from medical images using advanced feature analysis.

Authors:  Philippe Lambin; Emmanuel Rios-Velazquez; Ralph Leijenaar; Sara Carvalho; Ruud G P M van Stiphout; Patrick Granton; Catharina M L Zegers; Robert Gillies; Ronald Boellard; André Dekker; Hugo J W L Aerts
Journal:  Eur J Cancer       Date:  2012-01-16       Impact factor: 9.162

View more
  12 in total

1.  THALIS: Human-Machine Analysis of Longitudinal Symptoms in Cancer Therapy.

Authors:  Carla Floricel; Nafiul Nipu; Mikayla Biggs; Andrew Wentzel; Guadalupe Canahuate; Lisanne Van Dijk; Abdallah Mohamed; C David Fuller; G Elisabeta Marai
Journal:  IEEE Trans Vis Comput Graph       Date:  2021-12-24       Impact factor: 4.579

Review 2.  Artificial Intelligence for Radiation Oncology Applications Using Public Datasets.

Authors:  Kareem A Wahid; Enrico Glerean; Jaakko Sahlsten; Joel Jaskari; Kimmo Kaski; Mohamed A Naser; Renjie He; Abdallah S R Mohamed; Clifton D Fuller
Journal:  Semin Radiat Oncol       Date:  2022-10       Impact factor: 5.421

3.  Predicting late symptoms of head and neck cancer treatment using LSTM and patient reported outcomes.

Authors:  Yaohua Wang; Lisanne Van Dijk; Abdallah S R Mohamed; Clifton David Fuller; Xinhua Zhang; G Elisabeta Marai; Guadalupe Canahuate
Journal:  Proc Int Database Eng Appl Symp       Date:  2021-09-07

Review 4.  Big Data in Head and Neck Cancer.

Authors:  Carlo Resteghini; Annalisa Trama; Elio Borgonovi; Hykel Hosni; Giovanni Corrao; Ester Orlandi; Giuseppina Calareso; Loris De Cecco; Cesare Piazza; Luca Mainardi; Lisa Licitra
Journal:  Curr Treat Options Oncol       Date:  2018-10-25

5.  The impact of radiomics for human papillomavirus status prediction in oropharyngeal cancer: systematic review and radiomics quality score assessment.

Authors:  Gaia Spadarella; Lorenzo Ugga; Giuseppina Calareso; Rossella Villa; Serena D'Aniello; Renato Cuocolo
Journal:  Neuroradiology       Date:  2022-04-23       Impact factor: 2.995

6.  Radiomic analysis in prediction of Human Papilloma Virus status.

Authors:  Kaixian Yu; Youyi Zhang; Yang Yu; Chao Huang; Rongjie Liu; Tengfei Li; Liuqing Yang; Jeffrey S Morris; Veerabhadran Baladandayuthapani; Hongtu Zhu
Journal:  Clin Transl Radiat Oncol       Date:  2017-11-06

7.  Machine Learning Applications in Head and Neck Radiation Oncology: Lessons From Open-Source Radiomics Challenges.

Authors:  Hesham Elhalawani; Timothy A Lin; Stefania Volpe; Abdallah S R Mohamed; Aubrey L White; James Zafereo; Andrew J Wong; Joel E Berends; Shady AboHashem; Bowman Williams; Jeremy M Aymard; Aasheesh Kanwar; Subha Perni; Crosby D Rock; Luke Cooksey; Shauna Campbell; Pei Yang; Khahn Nguyen; Rachel B Ger; Carlos E Cardenas; Xenia J Fave; Carlo Sansone; Gabriele Piantadosi; Stefano Marrone; Rongjie Liu; Chao Huang; Kaixian Yu; Tengfei Li; Yang Yu; Youyi Zhang; Hongtu Zhu; Jeffrey S Morris; Veerabhadran Baladandayuthapani; John W Shumway; Alakonanda Ghosh; Andrei Pöhlmann; Hady A Phoulady; Vibhas Goyal; Guadalupe Canahuate; G Elisabeta Marai; David Vock; Stephen Y Lai; Dennis S Mackin; Laurence E Court; John Freymann; Keyvan Farahani; Jayashree Kaplathy-Cramer; Clifton D Fuller
Journal:  Front Oncol       Date:  2018-08-17       Impact factor: 6.244

8.  Development of a Convolutional Neural Network Based Skull Segmentation in MRI Using Standard Tesselation Language Models.

Authors:  Rodrigo Dalvit Carvalho da Silva; Thomas Richard Jenkyn; Victor Alexander Carranza
Journal:  J Pers Med       Date:  2021-04-16

9.  Optimal Treatment Selection in Sequential Systemic and Locoregional Therapy of Oropharyngeal Squamous Carcinomas: Deep Q-Learning With a Patient-Physician Digital Twin Dyad.

Authors:  Elisa Tardini; Xinhua Zhang; Guadalupe Canahuate; Andrew Wentzel; Abdallah S R Mohamed; Lisanne Van Dijk; Clifton D Fuller; G Elisabeta Marai
Journal:  J Med Internet Res       Date:  2022-04-20       Impact factor: 7.076

10.  Oropharyngeal cancer patient stratification using random forest based-learning over high-dimensional radiomic features.

Authors:  Harsh Patel; David M Vock; G Elisabeta Marai; Clifton D Fuller; Abdallah S R Mohamed; Guadalupe Canahuate
Journal:  Sci Rep       Date:  2021-07-07       Impact factor: 4.379

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.