Literature DB >> 33323257

Handcrafted versus deep learning radiomics for prediction of cancer therapy response.

Ahmed Hosny1, Hugo J Aerts2, Raymond H Mak3.   

Abstract

Entities:  

Year:  2019        PMID： 33323257     DOI： 10.1016/S2589-7500(19)30062-7

Source DB:  PubMed          Journal:  Lancet Digit Health        ISSN： 2589-7500


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  15 in total

1.  Deep Radiomics-based Approach to the Diagnosis of Osteoporosis Using Hip Radiographs.

Authors:  Sangwook Kim; Bo Ram Kim; Hee-Dong Chae; Jimin Lee; Sung-Joon Ye; Dong Hyun Kim; Sung Hwan Hong; Ja-Young Choi; Hye Jin Yoo
Journal:  Radiol Artif Intell       Date:  2022-05-25

2.  Form Factors as Potential Imaging Biomarkers to Differentiate Benign vs. Malignant Lung Lesions on CT Scans.

Authors:  Francesco Bianconi; Isabella Palumbo; Mario Luca Fravolini; Maria Rondini; Matteo Minestrini; Giulia Pascoletti; Susanna Nuvoli; Angela Spanu; Michele Scialpi; Cynthia Aristei; Barbara Palumbo
Journal:  Sensors (Basel)       Date:  2022-07-04       Impact factor: 3.847

Review 3.  Radiomics in immuno-oncology.

Authors:  Z Bodalal; I Wamelink; S Trebeschi; R G H Beets-Tan
Journal:  Immunooncol Technol       Date:  2021-04-16

4.  CT Reconstruction Kernels and the Effect of Pre- and Post-Processing on the Reproducibility of Handcrafted Radiomic Features.

Authors:  Turkey Refaee; Zohaib Salahuddin; Yousif Widaatalla; Sergey Primakov; Henry C Woodruff; Roland Hustinx; Felix M Mottaghy; Abdalla Ibrahim; Philippe Lambin
Journal:  J Pers Med       Date:  2022-03-31

5.  Progression Free Survival Prediction for Head and Neck Cancer Using Deep Learning Based on Clinical and PET/CT Imaging Data.

Authors:  Mohamed A Naser; Kareem A Wahid; Abdallah S R Mohamed; Moamen Abobakr Abdelaal; Renjie He; Cem Dede; Lisanne V van Dijk; Clifton D Fuller
Journal:  Head Neck Tumor Segm Chall (2021)       Date:  2022-03-13

6.  The application of radiomics in laryngeal cancer.

Authors:  Amarkumar Dhirajlal Rajgor; Shreena Patel; David McCulloch; Boguslaw Obara; Jaume Bacardit; Andrew McQueen; Eric Aboagye; Tamir Ali; James O'Hara; David Winston Hamilton
Journal:  Br J Radiol       Date:  2021-09-29       Impact factor: 3.039

Review 7.  A review of explainable and interpretable AI with applications in COVID-19 imaging.

Authors:  Jordan D Fuhrman; Naveena Gorre; Qiyuan Hu; Hui Li; Issam El Naqa; Maryellen L Giger
Journal:  Med Phys       Date:  2021-12-07       Impact factor: 4.506

Review 8.  Machine Learning and Radiomics Applications in Esophageal Cancers Using Non-Invasive Imaging Methods-A Critical Review of Literature.

Authors:  Chen-Yi Xie; Chun-Lap Pang; Benjamin Chan; Emily Yuen-Yuen Wong; Qi Dou; Varut Vardhanabhuti
Journal:  Cancers (Basel)       Date:  2021-05-19       Impact factor: 6.639

9.  Deep learning classification of lung cancer histology using CT images.

Authors:  Tafadzwa L Chaunzwa; Ahmed Hosny; Yiwen Xu; Andrea Shafer; Nancy Diao; Michael Lanuti; David C Christiani; Raymond H Mak; Hugo J W L Aerts
Journal:  Sci Rep       Date:  2021-03-09       Impact factor: 4.379

Review 10.  Radiomic biomarkers of tumor immune biology and immunotherapy response.

Authors:  Jarey H Wang; Kareem A Wahid; Lisanne V van Dijk; Keyvan Farahani; Reid F Thompson; Clifton David Fuller
Journal:  Clin Transl Radiat Oncol       Date:  2021-04-07
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