Generalization optimizing machine learning to improve CT scan radiomics and assess immune checkpoint inhibitors’ response in non-small cell lung cancer: a multicenter cohort study... by Marion Tonneau, Marion Tonneau, Kim Phan, Venkata S. K. Manem, Venkata S. K. Manem, Cecile Low-Kam, Francis Dutil, Suzanne Kazandjian, Davy Vanderweyen, Justin Panasci, Julie Malo, François Coulombe, Andréanne Gagné, Arielle Elkrief, Arielle Elkrief, Wiam Belkaïd, Lisa Di Jorio, Michele Orain, Nicole Bouchard, Thierry Muanza, Thierry Muanza, Frank J. Rybicki, Kam Kafi, David Huntsman, Philippe Joubert, Philippe Joubert, Florent Chandelier, Bertrand Routy, Bertrand Routy

Subjects: “…radiomics…”
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Delta Radiomics Improves Pulmonary Nodule Malignancy Prediction in Lung Cancer Screening by Saeed S. Alahmari, Dmitry Cherezov, Dmitry B. Goldgof, Lawrence O. Hall, Robert J. Gillies, Matthew B. Schabath

Subjects: “…Radiomics…”
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Delta-radiomics signature predicts treatment outcomes after preoperative chemoradiotherapy and surgery in rectal cancer by Seung Hyuck Jeon, Changhoon Song, Eui Kyu Chie, Bohyoung Kim, Young Hoon Kim, Won Chang, Yoon Jin Lee, Joo-Hyun Chung, Jin Beom Chung, Keun-Wook Lee, Sung-Bum Kang, Jae-Sung Kim

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Delta-radiomics in cancer immunotherapy response prediction: A systematic review by Engy Abbas, Salvatore Claudio Fanni, Claudio Bandini, Roberto Francischello, Maria Febi, Gayane Aghakhanyan, Ilaria Ambrosini, Lorenzo Faggioni, Dania Cioni, Riccardo Antonio Lencioni, Emanuele Neri

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Radiomics Feature Activation Maps as a New Tool for Signature Interpretability by Diem Vuong, Stephanie Tanadini-Lang, Ze Wu, Robert Marks, Jan Unkelbach, Sven Hillinger, Eric Innocents Eboulet, Sandra Thierstein, Solange Peters, Miklos Pless, Matthias Guckenberger, Marta Bogowicz

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MRI-Based Radiomics in Bladder Cancer: A Systematic Review and Radiomics Quality Score Assessment by Bianca Boca, Cosmin Caraiani, Teodora Telecan, Roxana Pintican, Andrei Lebovici, Iulia Andras, Nicolae Crisan, Alexandru Pavel, Laura Diosan, Zoltan Balint, Monica Lupsor-Platon, Mircea Marian Buruian

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SISC: End-to-End Interpretable Discovery Radiomics-Driven Lung Cancer Prediction via Stacked Interpretable Sequencing Cells by Devinder Kumar, Vignesh Sankar, David Clausi, Graham W. Taylor, Alexander Wong

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Radiomics reproducibility challenge in computed tomography imaging as a nuisance to clinical generalization: a mini-review by Amirreza Jahanshahi, Yunus Soleymani, Mona Fazel Ghaziani, Davood Khezerloo

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Advancing Pediatric Sarcomas through Radiomics: A Systematic Review and Prospective Assessment Using Radiomics Quality Score (RQS) and Methodological Radiomics Score (METRICS) by Gayane Aghakhanyan, Tommaso Filidei, Maria Febi, Salvatore C. Fanni, Andrea Marciano, Roberto Francischello, Francesca Pia Caputo, Lorenzo Tumminello, Dania Cioni, Emanuele Neri, Duccio Volterrani

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Utility of CT Radiomics and Delta Radiomics for Survival Evaluation in Locally Advanced Nasopharyngeal Carcinoma with Concurrent Chemoradiotherapy by Yen-Cho Huang, Shih-Ming Huang, Jih-Hsiang Yeh, Tung-Chieh Chang, Din-Li Tsan, Chien-Yu Lin, Shu-Ju Tu

Subjects: “…radiomics…”
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The Role of Radiomics in Salivary Gland Imaging: A Systematic Review and Radiomics Quality Assessment by Giacomo Aringhieri, Salvatore Claudio Fanni, Maria Febi, Leonardo Colligiani, Dania Cioni, Emanuele Neri

Subjects: “…radiomics…”
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Quality Assessment of MRI-Radiomics-Based Machine Learning Methods in Classification of Brain Tumors: Systematic Review by Shailesh S. Nayak, Saikiran Pendem, Girish R. Menon, Niranjana Sampathila, Prakashini Koteshwar

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Comparison of diagnostic accuracy of radiomics parameter maps and standard reconstruction for the detection of liver lesions in computed tomography by Alexander Hertel, Mustafa Kuru, Fabian Tollens, Hishan Tharmaseelan, Dominik Nörenberg, Nils Rathmann, Stefan O. Schoenberg, Matthias F. Froelich

Subjects: “…radiomics…”
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Delta-radiomics analysis based on magnetic resonance imaging to identify radiation proctitis in patients with cervical cancer after radiotherapy by Jing Xue, Menghan Wu, Jing Zhang, Jiayang Yang, Guannan Lv, Baojun Qu, Yanping Zhang, Xia Yan, Xia Yan, Jianbo Song, Jianbo Song

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Decoding Radiomics: A Step-by-Step Guide to Machine Learning Workflow in Hand-Crafted and Deep Learning Radiomics Studies by Maurizio Cè, Marius Dumitru Chiriac, Andrea Cozzi, Laura Macrì, Francesca Lucrezia Rabaiotti, Giovanni Irmici, Deborah Fazzini, Gianpaolo Carrafiello, Michaela Cellina

Subjects: “…radiomics…”
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Simplifying Radiomics Workflow for Predicting Grade of Glioma: An Approach for Rapid and Reproducible Radiomics by Yunus Soleymani, Peyman Sheikhzadeh, Mohammad Mohammadzadeh, Davood Khezerloo

Subjects: “…radiomics…”
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Radiomics Driven Diffusion Weighted Imaging Sensing Strategies for Zone-Level Prostate Cancer Sensing by Chris Dulhanty, Linda Wang, Maria Cheng, Hayden Gunraj, Farzad Khalvati, Masoom A. Haider, Alexander Wong

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Radiomics Analysis for Multiple Myeloma: A Systematic Review with Radiomics Quality Scoring by Michail E. Klontzas, Matthaios Triantafyllou, Dimitrios Leventis, Emmanouil Koltsakis, Georgios Kalarakis, Antonios Tzortzakakis, Apostolos H. Karantanas

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Dopamine transporter single-photon emission computed tomography-derived radiomics signature for detecting Parkinson’s disease by Takuro Shiiba, Kazuki Takano, Akihiro Takaki, Shugo Suwazono

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Enhancing the Clinical Utility of Radiomics: Addressing the Challenges of Repeatability and Reproducibility in CT and MRI by Xinzhi Teng, Yongqiang Wang, Alexander James Nicol, Jerry Chi Fung Ching, Edwin Ka Yiu Wong, Kenneth Tsz Chun Lam, Jiang Zhang, Shara Wee-Yee Lee, Jing Cai

Subjects: “…radiomics…”
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