radiomics

Open Access
RadShap: An Explanation Tool for Highlighting the Contributions of Multiple Regions of Interest to the Prediction of Radiomic Models
Nicolas Captier, Fanny Orlhac, Narinée Hovhannisyan-Baghdasarian, Marie Luporsi, Nicolas Girard and Irène Buvat

Journal of Nuclear Medicine August 1, 2024, 65 (8) 1307-1312; DOI: https://doi.org/10.2967/jnumed.124.267434
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Is PET Radiomics Useful to Predict Pathologic Tumor Response and Prognosis in Locally Advanced Cervical Cancer?
Angela Collarino, Vanessa Feudo, Tina Pasciuto, Anita Florit, Elisabeth Pfaehler, Marco de Summa, Nicolò Bizzarri, Salvatore Annunziata, Gian Franco Zannoni, Lioe-Fee de Geus-Oei, Gabriella Ferrandina, Maria Antonietta Gambacorta, Giovanni Scambia, Ronald Boellaard, Evis Sala, Vittoria Rufini and Floris HP van Velden

Journal of Nuclear Medicine June 1, 2024, 65 (6) 962-970; DOI: https://doi.org/10.2967/jnumed.123.267044
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Impact of ¹⁸F-FDG PET Intensity Normalization on Radiomic Features of Oropharyngeal Squamous Cell Carcinomas and Machine Learning–Generated Biomarkers
Stefan P. Haider, Tal Zeevi, Kariem Sharaf, Moritz Gross, Amit Mahajan, Benjamin H. Kann, Benjamin L. Judson, Manju L. Prasad, Barbara Burtness, Mariam Aboian, Martin Canis, Christoph A. Reichel, Philipp Baumeister and Seyedmehdi Payabvash

Journal of Nuclear Medicine May 1, 2024, 65 (5) 803-809; DOI: https://doi.org/10.2967/jnumed.123.266637
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PET/CT-Based Radiogenomics Supports KEAP1/NFE2L2 Pathway Targeting for Non–Small Cell Lung Cancer Treated with Curative Radiotherapy
Vincent Bourbonne, Moncef Morjani, Olivier Pradier, Mathieu Hatt, Vincent Jaouen, Solène Querellou, Dimitris Visvikis, François Lucia and Ulrike Schick

Journal of Nuclear Medicine April 1, 2024, 65 (4) 630-634; DOI: https://doi.org/10.2967/jnumed.123.266749
Open Access
Promising Candidate Prognostic Biomarkers in [¹⁸F]FDG PET Images: Evaluation in Independent Cohorts of Non–Small Cell Lung Cancer Patients
Narinée Hovhannisyan-Baghdasarian, Marie Luporsi, Nicolas Captier, Christophe Nioche, Vesna Cuplov, Erwin Woff, Nadia Hegarat, Alain Livartowski, Nicolas Girard, Irène Buvat and Fanny Orlhac

Journal of Nuclear Medicine April 1, 2024, 65 (4) 635-642; DOI: https://doi.org/10.2967/jnumed.123.266331
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Prognostic Value of ¹⁸F-FDG PET Radiomics Features at Baseline in PET-Guided Consolidation Strategy in Diffuse Large B-Cell Lymphoma: A Machine-Learning Analysis from the GAINED Study
Thomas Carlier, Gauthier Frécon, Diana Mateus, Mira Rizkallah, Françoise Kraeber-Bodéré, Salim Kanoun, Paul Blanc-Durand, Emmanuel Itti, Steven Le Gouill, René-Olivier Casasnovas, Caroline Bodet-Milin and Clément Bailly

Journal of Nuclear Medicine January 1, 2024, 65 (1) 156-162; DOI: https://doi.org/10.2967/jnumed.123.265872
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Stacking Ensemble Learning–Based [¹⁸F]FDG PET Radiomics for Outcome Prediction in Diffuse Large B-Cell Lymphoma
Shuilin Zhao, Jing Wang, Chentao Jin, Xiang Zhang, Chenxi Xue, Rui Zhou, Yan Zhong, Yuwei Liu, Xuexin He, Youyou Zhou, Caiyun Xu, Lixia Zhang, Wenbin Qian, Hong Zhang, Xiaohui Zhang and Mei Tian

Journal of Nuclear Medicine October 1, 2023, 64 (10) 1603-1609; DOI: https://doi.org/10.2967/jnumed.122.265244
Open Access
New Developments in Myeloma Treatment and Response Assessment
Françoise Kraeber-Bodéré, Bastien Jamet, Davide Bezzi, Elena Zamagni, Philippe Moreau and Cristina Nanni

Journal of Nuclear Medicine September 1, 2023, 64 (9) 1331-1343; DOI: https://doi.org/10.2967/jnumed.122.264972
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Distinction of Lymphoma from Sarcoidosis on ¹⁸F-FDG PET/CT: Evaluation of Radiomics-Feature–Guided Machine Learning Versus Human Reader Performance
Pierre Lovinfosse, Marta Ferreira, Nadia Withofs, Alexandre Jadoul, Céline Derwael, Anne-Noelle Frix, Julien Guiot, Claire Bernard, Anh Nguyet Diep, Anne-Françoise Donneau, Marie Lejeune, Christophe Bonnet, Wim Vos, Patrick E. Meyer and Roland Hustinx

Journal of Nuclear Medicine December 1, 2022, 63 (12) 1933-1940; DOI: https://doi.org/10.2967/jnumed.121.263598
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Impact of ComBat Harmonization on PET Radiomics-Based Tissue Classification: A Dual-Center PET/MRI and PET/CT Study
Doris Leithner, Heiko Schöder, Alexander Haug, H. Alberto Vargas, Peter Gibbs, Ida Häggström, Ivo Rausch, Michael Weber, Anton S. Becker, Jazmin Schwartz and Marius E. Mayerhoefer

Journal of Nuclear Medicine October 1, 2022, 63 (10) 1611-1616; DOI: https://doi.org/10.2967/jnumed.121.263102

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