Deciphering Genomic Underpinnings of Quantitative MRI-based Radiomic Phenotypes of Invasive Breast Carcinoma
Zhu, Yitan, Li, Hui, Guo, Wentian, Drukker, Karen, Lan, Li, Giger, Maryellen L., Ji, Yuan·2015·Scientific Reports
Cited by (165)
Items 101–165 of 165
- Discovering and interpreting transcriptomic drivers of imaging traits using neural networksNova F. Smedley, Suzie M El-Saden, William W.Y. Hsu · 2020 · Bioinformatics
- Tales from the future—nuclear cardio-oncology, from prediction to diagnosis and monitoringNidaa Mikaïl, Renata De Paola Chequer, Alessio Impériale, Alexander Meisel, Susan Bengs, Angela Portmann, Alessia Gimelli, Ronny R. Buechel, Cathérine Gebhard, Alexia Rossi · 2023 · European Heart Journal - Cardiovascular Imaging
- Ultrasonic Features and Molecular Subtype Predict Somatic Mutations in TP53 and PIK3CA Genes in Breast CancerYunxia Huang, Qiang Yu, Le Jian, Jin Zhou, Lang Qian, Sheng Chen, Zhou Shichong, Chang Cai · 2022 · Academic Radiology
- ImaGene: a web-based software platform for tumor radiogenomic evaluation and reportingShrey Sukhadia, Aayush Kumar Tyagi, Vivek Venkataraman, Pritam Mukherjee, AP Prathosh, Mayur Dashrath Divate, Olivier Gevaert, Shivashankar Hiriyur Nagaraj · 2022 · Bioinformatics Advances
- Association of sonographic features and molecular subtypes in predicting breast cancer disease outcomesHaoyu Wang, Jiejie Yao, Ying Zhu, Weiwei Zhan, Xiaosong Chen, Kunwei Shen · 2020 · Cancer Medicine
- Breast Cancer Radiogenomics: Association of Enhancement Pattern at DCE MRI with Deregulation of mTOR PathwayNariya Cho · 2020 · Radiology
- Use of Precision Imaging in the Evaluation of Pancreas CancerRonald Lee Korn, Syed Rahmanuddin, Erkut Hasan Borazanci · 2019 · Cancer treatment and research
- Associations between gene expression profiles of invasive breast cancer and Breast Imaging Reporting and Data System MRI lexiconGa Ram Kim, You Jin Ku, Soon Gu Cho, Sei Joong Kim, Byung Soh Min · 2017 · Annals of Surgical Treatment and Research
- Prediction of programmed cell death protein 1 in hepatocellular carcinoma patients using radiomics analysis with radiofrequency-based ultrasound multifeature mapsQingmin Wang, Yi Dong, Tianlei Xiao, Shiquan Zhang, Jinhua Yu, Leyin Li, Qi Zhang, Yuanyuan Wang, Yang Xiao, Wenping Wang · 2022 · BioMedical Engineering OnLine
- Correlation Analysis of Gene and Radiomic Features in Colorectal Cancer Liver MetastasesXuehu Wang, Nie Li, Haifeng Guo, Xiaoping Yin, Yongchang Zheng · 2022 · Computational and Mathematical Methods in Medicine
- Magnetic resonance imaging and ultrasound elastography in the context of preclinical pharmacological research: significance for the 3R principlesMichael Obrecht, Stefan Zurbruegg, Nathalie Accart, Christian Lambert, Arno Doelemeyer, Birgit Ledermann, Nicolau Beckmann · 2023 · Frontiers in Pharmacology
- Impacts of Increased SST Resolution on the North Pacific Storm Track in ERA-InterimChao Zhang, Hailong Liu, Jinbo Xie, Chongyin Li, Pengfei Lin · 2020 · Advances in Atmospheric Sciences
- A radiomics model development via the associations with genomics features in predicting axillary lymph node metastasis of breast cancer: a study based on a public database and single-centre verificationHsuan Alan Chen, X. Wang, X. Lan, Tao Yu, L. Li, S. Tang, S. Liu, Fujie Jiang, Ling Wang, J. Zhang · 2022 · Clinical Radiology
- HLA-DQA1 expression is associated with prognosis and predictable with radiomics in breast cancerJingyu Zhou, Tingting Xie, Huiming Shan, Guanxun Cheng · 2023 · Radiation Oncology
- The RNA world: from experimental laboratory to "in silico" approach. Part 1: User friendly RNA expression databases portalsTomasz Kolenda, Marianna Smielowska, Julia Maria Lipowicz, Julia Ostapowicz, Paula Pacześna, Monika Anna Rosochowicz, Paulina Poter, Joanna Kozłowska-Masłoń, Kacper Guglas, Klaudia Dudek et al. · 2024 · Reports of Practical Oncology & Radiotherapy
- Ultrasonographic morphological characteristics determined using a deep learning-based computer-aided diagnostic system of breast cancerYoung Seon Kim, Seung Eun Lee, Jung Min Chang, Soo-Yeon Kim, Young Kyung Bae · 2022 · Medicine
- A Focus on the Synergy of Radiomics and RNA Sequencing in Breast CancerDavide Bellini, Marika Milan, Antonella Bordin, Roberto Rizzi, Marco Rengo, Simone Vicini, Alessandro Onori, Iacopo Carbone, Elena DE FALCO · 2023 · International Journal of Molecular Sciences
- The Role of Artificial Intelligence in Understanding and Addressing Disparities in Breast Cancer OutcomesEralda Mema, Geraldine B. McGinty · 2020 · Current Breast Cancer Reports
- Multimodale, parametrische und genetische BrustbildgebungRoberto LoGullo, Joao Vicente Horvat, Jeffrey S. Reiner, Katja Pinker · 2021 · Der Radiologe
- AI/Machine Learning in Medical ImagingMaryellen Lissak Giger · 2021 · Elsevier eBooks
- Correlating imaging parameters with molecular data: An integrated approach to improve the management of breast cancer patientsMariarosaria Incoronato, Peppino Mirabelli, Anna Grimaldi, Andrea Soricelli, Marco Salvatore · 2020 · The International Journal of Biological Markers
- Unraveling the Pivotal Network of Ultrasound and Somatic Mutations in Triple-Negative and Non-Triple-Negative Breast CancerYunxia Huang, Yi Guo, Qin Xiao, Shuyu Liang, Qiang Yu, Lang Qian, Jin Zhou, Jian Le, Yu‐Chen Pei, Lei Wang et al. · 2023 · Breast Cancer Targets and Therapy
- Tumor Size Is Not Everything: Advancing Radiomics as a Precision Medicine Biomarker in Oncology Drug Development and Clinical Care. A Report of a Multidisciplinary Workshop Coordinated by the RECIST Working GroupErica C. Nakajima, Amber L. Simpson, Jan Bogaerts, Elisabeth G. E. de Vries, Richard Do, Elena Garralda, Gregory Goldmacher, Paul E. Kinahan, Philippe Lambin, Barbara LeStage et al. · 2024 · JCO Precision Oncology
- Opportunities and challenges to utilization of quantitative imaging: Report of the AAPM practical big data workshopT Mackie, Edward F. Jackson, Maryellen Lissak Giger · 2018 · Medical Physics
- Radiogenomics of breast cancer as new vector of interdisciplinary integration of radiation and molecular biological technologies (literature review)Rozhkova Ni, K. V. Bozhenko, Бурдина Ирина Игоревна, Запирова Самира Бадрузамановна, Кудинова Елена Александровна, Лабазанова Патимат Гаджимурадовна, M. L. Mazo, S. Yu. Mikushin, Прокопенко Сергей Павлович, O. E. Yakobs · 2020 · Medical alphabet
- Radiomics for ultrafast dynamic contrast-enhanced breast MRI in the diagnosis of breast cancer: a pilot studyMaryellen Lissak Giger, Karen Drukker, Rachel E. Anderson, F. Gallo Pineda, Alexandra V. Edwards, John Papaioannou, Gregory Karzcmar, Hiroyuke Abe · 2018 · SPIE Medical Imaging: Computer-Aided Diagnosis
- Benchmarking features from different radiomics toolkits / toolboxes using Image Biomarkers Standardization InitiativeMingxi Lei, Bino Abel Varghese, Darryl Hwang, Steven Cen, Xiaomeng Lei, Afshin Azadikhah, Bhushan Desai, Assad A. Oberai, Vinay Anant Duddalwar · 2020 · arXiv (Cornell University)
- Radiomics‐based kidney lesion classification: Mitigating batch effect with nested combat harmonizationNiloofar Ziasaeedi, Yannick Lemaréchal, Mohsen Agharazii, Venkata SK. Manem, Philippe Després, Leyla Ebrahimpour · 2025 · Medical Physics
- Identifying key radiogenomic associations between DCE-MRI and micro-RNA expressions for breast cancerRavi K. Samala, Heang‐Ping Chan, Lubomir M. Hadjiiski, Mark A. Helvie, Renaid B. Kim · 2017 · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE
- Artificial intelligence and interpretations in breast cancer imagingHui Li, Maryellen Lissak Giger · 2020 · Elsevier eBooks
- RCMIX model based on pre-treatment MRI imaging predicts T-downstage in MRI-cT4 stage rectal cancerFeiyu Bai, Leen Liao, Yuanling Tang, Yi-Hang Wu, Zhangjie Wang, Hengyu Zhao, Jingming Huang, Xin Wang, Peirong Ding, Xiaojian Wu et al. · 2025 · Cancer Letters
- Analysis of Breast Cancer Differences between China and Western Countries Based on RadiogenomicsYuanyuan Zhang, Lifeng Yang, Xiong Jiao · 2022 · Genes
- Integration of Radiomics and Immune-Related Genes Signatures for Predicting Axillary Lymph Node Metastasis in Breast CancerXue Li, Lifeng Yang, Fa Jiang, Xiong Jiao · 2024 · Clinical Breast Cancer
- High-dimensional regression analysis links magnetic resonance imaging features and protein expression and signaling pathway alterations in breast invasive carcinomaMichael Lehrer, Anindya Bhadra, Sathvik Panambur Aithala, Visweswaran Ravikumar, Youyun Zheng, Başak E. Doğan, Emerlinda Bonaccio, Elizabeth S. Burnside, Elizabeth Ann Morris, Elizabeth Jane Sutton et al. · 2018 · Oncoscience
- A 20-feature radiomic signature of triple-negative breast cancer identifies patients at high risk of deathHumaira Noor, Yuanning Zheng, Adam B. Mantz, Ryle Zhou, Andrew Kozlov, Wendy B. DeMartini, Shu-Tian Chen, Satoko Okamoto, Debra M. Ikeda, Melinda L. Telli et al. · 2025 · npj Breast Cancer
- Applications of Artificial Intelligence in Cancer Diagnosis and TreatmentYifeng Xie, Zixuan Wang, Zhiwen Zeng, Tongyao Xin, Shaofei Yuan, Feiwei Qin, Zhonglin Chen · 2026 · Cancer Medicine
- Correlation between MR Image-Based Radiomics Features and Risk Scores Associated with Gene Expression Profiles in Breast CancerGa Ram Kim, You Jin Ku, Jun Ho Kim, Eun‐Kyung Kim · 2020 · Journal of the Korean Society of Radiology
- DCE-MRI radiomics of primary breast lesions combined with ipsilateral axillary lymph nodes for predicting efficacy of NATYiyao Sun, Qingxuan Liao, Ying Fan, Chunxiao Cui, Yan Wang, Chunna Yang, Yang Hou, Dan Zhao · 2025 · BMC Cancer
- Radiogenomic insights from a Portuguese lung cancer cohort: Foundations for predictive modelingInês Neves, Cláudia Freitas, Carolina Lemos, Hélder P. Oliveira, Venceslau Pinto Hespanhol, Manuela França, Tânia Pereira · 2025 · Measurement and Evaluations in Cancer Care
- Radiomics and RadiogenomicsRuijiang Li · 2022 · Springer eBooks
- Artificial intelligence and radiomics in precision oncologyMohd Amir Shafeeque, Nishat Fatima, Mohsin Ali Khan, Gowhar Rashid, Taruna Singh, Noorin Zaidi, Zainab Siddiqui · 2026 · Elsevier eBooks
- Emerging techniques in breast MRIAnum S. Kazerouni, Adrienne N. Dula, Angela M. Jarrett, Guillermo Lorenzo, Jared A. Weis, James A. Bankson, Eduard Y. Chekmenev, Federico Pineda, Gregory S. Karczmar, Thomas E. Yankeelov · 2022 · Advances in magnetic resonance technology and applications
- A literature review of radio-genomics in breast cancer: Lessons and insights for low and middle-income countriesMehwish Mooghal, Kulsoom Shaikh, Hafsa Shaikh, Wajiha Khan, Muhammad Shiraz Siddiqui, Sara Jamil Nidhamalddin, Lubna Mushtaque Vohra · 2025 · Tumori Journal
- Biomedical image characterization and radiogenomicsMing Fan, Yitan Zhu, Lihua Li, Robert C. Clarke, Yue Wang · 2019 · Elsevier eBooks
- How can artificial intelligence and humans work together to fight against cancer?Shihori Tanabe · 2020 · WArtificial Intelligence in Cancer
- Imaging epigenetics and the radiogenomicsÁdám Domonkos Tárnoki, Dávid László Tárnoki · 2021 · Elsevier eBooks
- Molecular Imaging and RadiomicsSikandar Shaikh · 2022 · Springer eBooks
- Identification, segmentation, and characterization of microcalcifications on mammographyKaren Drukker, Serghei Malkov, Jesus I. Avila, Karla M. Kerlikowske, Bonnie N. Joe, Gregor Krings, Jennifer M. Creasman, Jennifer S. Drukteinis, Malesa M. Pereira, Leila Kazemi et al. · 2016 · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE
- Personalized Medicine, Biomarkers of Risk and Breast MRIElizabeth Jane Sutton, Nina Purvis, Katja Pinker, Elizabeth Ann Morris · 2017 · Springer eBooks
- Improving accuracy in Diagnosing Disease using RadiomicsUtkarsh Rastogi · 2021 · International Journal of Computer Applications
- Comparing Low and High-Temporal Resolution DCE-MRI Texture Analysis for Discrimination of Breast Lesions from Background EnhancementYufeng Liu, Jiaying Li, Jingjing Qu, Rui Tang, Kun Lv, Chundan Wang, Fengchun Xiao, Jiali Zhou, Min Ge, Xuewei Ding et al. · 2020 · Research Square
- Radiogenomic analysis of cervical lymph node metastasis in papillary thyroid carcinoma: A preliminary studyYuyang Tong, Peixuan Sun, Yunxia Huang, Jin Zhou, Juanjuan Yong, Yi Guo, Jinhua Yu, Yuanyuan Wang, Shichong Zhou, Cai Chang · 2020
- 13 Future Applications: Radiomics and Deep Learning on Breast MRI2021 · Thieme Medical Publishers eBooks
- Artificial Intelligence—Enhanced Breast MRI and DWI: Current Status and Future ApplicationsKatja Pinker, Roberto Lo Gullo, Sarah Eskreis‐Winkler, Almir Galvão Vieira Bitencourt, Peter Gibbs, Sunitha B. Thakur · 2022 · Elsevier eBooks
- MRI radiomics and radiogenomics for breast cancerVivian Belenky, Rhea Chitalia, Despina Kontos B · 2022 · Advances in magnetic resonance technology and applications
- Radiogenomics in OncologyV. L. Sowmya, Bharathi Malakreddy A, Santhi Natarajan · 2024 · Scalable Computing Practice and Experience
- Machine learning models for radiogenomics in cancerShrey Sukhadia · 2024 · Queensland University of Technology
- Construction of Colorectal Cancer Prognostic Model Based on Radiomics永娜 程 · 2024 · Advances in Clinical Medicine
- ReferencesNicole Arrighi, Paul M Hofman · 2024 · Wiley eBooks
- BR-Mix3DNet: Predicting Breast Neoadjuvant Chemotherapy Response With a Hybrid MLP-Mixer and 3D CNN ModelYousung Yeon, Hyo‐jae Lee, Jun Seo Kim, Doyeon An, Jeong Hoon Lee, Seunghee Lee · 2025 · IEEE Access
- Impact of image processing on radiomic feature reproducibility: a multicenter DCE-MRI study for classifying estrogen and progesterone receptor status in breast cancerYongkang Zhang, Yixin Wang, Zongtao Hu · 2025 · Chinese Journal of Academic Radiology
- Additional file 1 of Radiogenomic association of deep MR imaging features with genomic profiles and clinical characteristics in breast cancerLiu, Qian, Hu, Pingzhao · 2024 · Figshare
- Contributions of radiomics in ¹⁸F-FDG PET/CT and in MRI in breast cancerSarah Boughdad · 2018
- Evaluating the Performance of Mammogram-Based AI Risk Model in Predicting Subsequent Breast Cancer in Women with a Prior History of Breast CancerSamuel B. Ogunlade, Andrew Dakkak, Amie Leon, Kristin A. Robinson, Santo Maimone, Michael D. Villalba, Haley P. Letter · 2026 · Journal of Clinical Medicine
- Explainable Radiogenomic Fusion Links Mri-derived Radiomic Phenotypes to Transcriptomic Molecular Subtypes in Breast CancerSambhaji Balaso Thakar, Pradnya Sambhaji Thakar, Anil Sangle · 2026 · Research Journal of Life Sciences Bioinformatics Pharmaceutical and Chemical Sciences