Literature DB >> 29662556

Radiomics and Deep Learning in Clinical Imaging: What Should We Do?

Joon Young Choi1.   

Abstract

Year:  2018        PMID： 29662556      PMCID： PMC5897263          DOI： 10.1007/s13139-018-0514-0

Source DB:  PubMed          Journal:  Nucl Med Mol Imaging        ISSN： 1869-3474


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  9 in total

1.  Quantitative Multiparametric Breast Ultrasound: Application of Contrast-Enhanced Ultrasound and Elastography Leads to an Improved Differentiation of Benign and Malignant Lesions.

Authors:  Panagiotis Kapetas; Paola Clauser; Ramona Woitek; Georg J Wengert; Mathias Lazar; Katja Pinker; Thomas H Helbich; Pascal A T Baltzer
Journal:  Invest Radiol       Date:  2019-05       Impact factor: 6.016

Review 2.  MR-Guided Radiotherapy for Liver Malignancies.

Authors:  Luca Boldrini; Stefanie Corradini; Cihan Gani; Lauren Henke; Ali Hosni; Angela Romano; Laura Dawson
Journal:  Front Oncol       Date:  2021-04-01       Impact factor: 6.244

3.  3D DenseNet Deep Learning Based Preoperative Computed Tomography for Detecting Myasthenia Gravis in Patients With Thymoma.

Authors:  Zhenguo Liu; Ying Zhu; Yujie Yuan; Lei Yang; Kefeng Wang; Minghui Wang; Xiaoyu Yang; Xi Wu; Xi Tian; Rongguo Zhang; Bingqi Shen; Honghe Luo; Huiyu Feng; Shiting Feng; Zunfu Ke
Journal:  Front Oncol       Date:  2021-05-05       Impact factor: 6.244

4.  Prediction of Metastasis in the Axillary Lymph Nodes of Patients With Breast Cancer: A Radiomics Method Based on Contrast-Enhanced Computed Tomography.

Authors:  Chunmei Yang; Jing Dong; Ziyi Liu; Qingxi Guo; Yue Nie; Deqing Huang; Na Qin; Jian Shu
Journal:  Front Oncol       Date:  2021-09-20       Impact factor: 6.244

5.  Gender-, Age- and Region-Specific Characterization of Vertebral Bone Microstructure Through Automated Segmentation and 3D Texture Analysis of Routine Abdominal CT.

Authors:  Michael Dieckmeyer; Nico Sollmann; Malek El Husseini; Anjany Sekuboyina; Maximilian T Löffler; Claus Zimmer; Jan S Kirschke; Karupppasamy Subburaj; Thomas Baum
Journal:  Front Endocrinol (Lausanne)       Date:  2022-01-27       Impact factor: 5.555

6.  Machine learning-based Radiomics analysis for differentiation degree and lymphatic node metastasis of extrahepatic cholangiocarcinoma.

Authors:  Yong Tang; Chun Mei Yang; Song Su; Wei Jia Wang; Li Ping Fan; Jian Shu
Journal:  BMC Cancer       Date:  2021-11-24       Impact factor: 4.430

7.  Development of Predictive Models in Patients with Epiphora Using Lacrimal Scintigraphy and Machine Learning.

Authors:  Yong-Jin Park; Ji Hoon Bae; Mu Heon Shin; Seung Hyup Hyun; Young Seok Cho; Yearn Seong Choe; Joon Young Choi; Kyung-Han Lee; Byung-Tae Kim; Seung Hwan Moon
Journal:  Nucl Med Mol Imaging       Date:  2019-02-07

8.  Prediction of Human Papillomavirus (HPV) Association of Oropharyngeal Cancer (OPC) Using Radiomics: The Impact of the Variation of CT Scanner.

Authors:  Reza Reiazi; Colin Arrowsmith; Mattea Welch; Farnoosh Abbas-Aghababazadeh; Christopher Eeles; Tony Tadic; Andrew J Hope; Scott V Bratman; Benjamin Haibe-Kains
Journal:  Cancers (Basel)       Date:  2021-05-08       Impact factor: 6.639

9.  Decoding COVID-19 pneumonia: comparison of deep learning and radiomics CT image signatures.

Authors:  Hongmei Wang; Lu Wang; Edward H Lee; Jimmy Zheng; Wei Zhang; Safwan Halabi; Chunlei Liu; Kexue Deng; Jiangdian Song; Kristen W Yeom
Journal:  Eur J Nucl Med Mol Imaging       Date:  2020-10-23       Impact factor: 9.236
  9 in total

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