Quality appraisal of radiomics-based studies on chondrosarcoma using METhodological RadiomICs Score (METRICS) and Radiomics Quality Score (RQS) by Salvatore Gitto, Renato Cuocolo, Michail E. Klontzas, Domenico Albano, Carmelo Messina, Luca Maria Sconfienza

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Radiomics, Pathomics and Connectomics by Debora GIL RESINA GIL RESINA

“…This talk introduces several DL/ML approaches for such experimental settings through the resolution of 3 use cases in each domain: • Integrative Model for Radiomic Early Diagnosis of Lung Cancer. Bayesian model integrating the outputs of a deep radiomic model predicting malignancy from CT scans and a logistic model predicting malignancy from tabular clinical data…”
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Radiomics and radiogenomics in intrahepatic cholangiocarcinoma by A. D. Smirnova, G. G. Karmazanovsky, E. V. Kondratyev, N.  A. Karelskaya, V. N. Galkin, A.  Yu. Popov, B. N. Gurmikov, D. V. Kalinin

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Radiomics in the Diagnosis of Thyroid Nodules by A. A. Tokmacheva, D. S. Vyalkin, A. A. Trots, E. E. Tarakanova, Yu. I. Davletova, E. L. Abdullina, V. B. Stepnadze, A. I. Akhmetova, N. E. Shagieva, V. D. Uskova, V. S. Konovalova, A. R. Magdanova

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Radiomics in glioma: emerging trends and challenges by Zihan Wang, Lei Wang, Yinyan Wang

“…Abstract Radiomics is a promising neuroimaging technique for extracting and analyzing quantitative glioma features. …”
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Prospects for the application of radiomics to brain tumors by Olga S. Regentova, Roman A. Parkhomenko, Nikolay I. Sergeyev, Vladimir K. Bozhenko, Pavel V. Polushkin, Vladimir А. Solodkiy

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Radiomics in differential diagnosis of pancreatic tumors by Riccardo De Robertis, Beatrice Mascarin, Eda Bardhi, Flavio Spoto, Nicolò Cardobi, Mirko D’Onofrio

Subjects: “…Radiomics…”
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Advancements in the application of MRI radiomics in meningioma by Dengpan Song, Ruoyu Cai, Yuanhao Lou, Kaiyuan Zhang, Dingkang Xu, Dongming Yan, Fuyou Guo

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The role of radiomics in dentistry and oral radiology by Tannishtha ., Shruthi Hegde, G. Subhas Babu, Vidya Ajila, B.S. Shama

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Utilizing Radiomics as Predictive Factor in Brain Metastasis Treated With Stereotactic Radiosurgery: Systematic Review and Radiomic Quality Assessment by Abdulrahman Umaru, Hanani Abdul Manan, Ramesh Kumar Athi Kumar, Siti Khadijah Hamsan, Noorazrul Yahya

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Open-radiomics: a collection of standardized datasets and a technical protocol for reproducible radiomics machine learning pipelines by Khashayar Namdar, Matthias W. Wagner, Birgit B. Ertl-Wagner, Farzad Khalvati

Subjects: “…Radiomics…”
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Radiomics models to predict axillary lymph node metastasis in breast cancer and analysis of the biological significance of radiomic features by Xinhua Li, Minping Hong, Zhendong Lu, Zilin Liu, Lifu Lin, Hongfa Xu

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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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Application of Radiomics for Differentiating Lung Neuroendocrine Neoplasms by Aleksandr Borisov, David Karelidze, Mikhail Ivannikov, Elina Shakhvalieva, Peri Sultanova, Kirill Arzamasov, Nikolai Nudnov, Yuriy Vasilev

Subjects: “…radiomics…”
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Automated grading of rectocele with an MRI radiomics model by Weiwei Lai, Shuang Wang, Jiannan Li, Rui Qi, Zeyun Zhao, Min Wang

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Radiomic Feature Characteristics of Ovine Pulmonary Adenocarcinoma by David Collie, Ziyuan Chang, James Meehan, Steven H. Wright, Chris Cousens, Jo Moore, Helen Todd, Jennifer Savage, Helen Brown, Calum D. Gray, Tom J. MacGillivray, David J. Griffiths, Chad E. Eckert, Nicole Storer, Mark Gray

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Application of Radiomics in Predicting the Prognosis of Medulloblastoma in Children by Jiashu Chen, Wei Yang, Zesheng Ying, Ping Yang, Yuting Liang, Chen Liang, Baojin Shang, Hong Zhang, Yingjie Cai, Xiaojiao Peng, Hailang Sun, Wenping Ma, Ming Ge

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Radiomic Machine Learning in Invasive Ductal Breast Cancer: Prediction of Ki-67 Expression Level Based on Radiomics of DCE-MRI by Huan Yang MM, Wenxi Wang MM, Zhiyong Cheng MM, Tao Zheng MD, Cheng Cheng MD, Mengyu Cheng MM, Zhanqiu Wang MM

“…Purpose Our study aimed to investigate the potential of radiomics with DCE-MRI for predicting Ki-67 expression in invasive ductal breast cancer. …”
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Ultrasonic radiomics in predicting pathologic type for thyroid cancer: a preliminary study using radiomics features for predicting medullary thyroid carcinoma by Dai Zhang, Dai Zhang, Dai Zhang, Dai Zhang, Fan Yang, Fan Yang, Fan Yang, Fan Yang, Wenjing Hou, Wenjing Hou, Wenjing Hou, Wenjing Hou, Ying Wang, Ying Wang, Ying Wang, Ying Wang, Jiali Mu, Jiali Mu, Jiali Mu, Jiali Mu, Hailing Wang, Hailing Wang, Hailing Wang, Hailing Wang, Xi Wei, Xi Wei, Xi Wei, Xi Wei

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Delta Radiomics and Tumor Size: A New Predictive Radiomics Model for Chemotherapy Response in Liver Metastases from Breast and Colorectal Cancer by Nicolò Gennaro, Moataz Soliman, Amir A. Borhani, Linda Kelahan, Hatice Savas, Ryan Avery, Kamal Subedi, Tugce A. Trabzonlu, Chase Krumpelman, Vahid Yaghmai, Young Chae, Jochen Lorch, Devalingam Mahalingam, Mary Mulcahy, Al Benson, Ulas Bagci, Yuri S. Velichko

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