Bone marrow segmentation and radiomics analysis of [ ¹⁸ F]FDG PET/CT images for measurable residual disease assessment in multiple myeloma.

Autor: Milara E; Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicación, Center for Biomedical Technology, Universidad Politécnica de Madrid, Avenida Complutense 30, Madrid 28040, Spain. Electronic address: eva.milara.hernando@upm.es., Gómez-Grande A; Department of Nuclear Medicine, Hospital Universitario 12 de Octubre, Madrid, Spain; Facultad de Medicina, Universidad Complutense de Madrid, Madrid, Spain., Tomás-Soler S; Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicación, Center for Biomedical Technology, Universidad Politécnica de Madrid, Avenida Complutense 30, Madrid 28040, Spain., Seiffert AP; Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicación, Center for Biomedical Technology, Universidad Politécnica de Madrid, Avenida Complutense 30, Madrid 28040, Spain., Alonso R; Facultad de Medicina, Universidad Complutense de Madrid, Madrid, Spain; Department of Hematology and Instituto de Investigación Sanitaria (imas12), Hospital Universitario 12 de Octubre, Madrid, Spain; Clinical Research Hematology Unit, Centro Nacional de Investigaciones Oncológicas (CNIO), Madrid, Spain; Centro de Investigación Biomédica en Red Cáncer (CIBERONC), Madrid, Spain., Gómez EJ; Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicación, Center for Biomedical Technology, Universidad Politécnica de Madrid, Avenida Complutense 30, Madrid 28040, Spain; Centro de Investigación Biomédica en Red de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Madrid, Spain., Martínez-López J; Facultad de Medicina, Universidad Complutense de Madrid, Madrid, Spain; Department of Hematology and Instituto de Investigación Sanitaria (imas12), Hospital Universitario 12 de Octubre, Madrid, Spain; Clinical Research Hematology Unit, Centro Nacional de Investigaciones Oncológicas (CNIO), Madrid, Spain; Centro de Investigación Biomédica en Red Cáncer (CIBERONC), Madrid, Spain., Sánchez-González P; Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicación, Center for Biomedical Technology, Universidad Politécnica de Madrid, Avenida Complutense 30, Madrid 28040, Spain; Centro de Investigación Biomédica en Red de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Madrid, Spain. Electronic address: p.sanchez@upm.es.

Publikováno v: Computer methods and programs in biomedicine [Comput Methods Programs Biomed] 2022 Oct; Vol. 225, pp. 107083. Date of Electronic Publication: 2022 Aug 24.

Machine Learning Models Based on [ 18 F]FDG PET Radiomics for Bone Marrow Assessment in Non-Hodgkin Lymphoma.

Autor: Milara, Eva, Sarandeses, Pilar, Jiménez-Ubieto, Ana, Saviatto, Adriana, Seiffert, Alexander P., Gárate, F. J., Moreno-Blanco, D., Poza, M., Gómez, Enrique J., Gómez-Grande, Adolfo, Sánchez-González, Patricia

Publikováno v: Applied Sciences (2076-3417); Nov2024, Vol. 14 Issue 22, p10291, 15p

Machine Learning Model Based on Optimized Radiomics Feature from 18 F-FDG-PET/CT and Clinical Characteristics Predicts Prognosis of Multiple Myeloma: A Preliminary Study.

Autor: Ni, Beiwen¹ (AUTHOR), Huang, Gan² (AUTHOR), Huang, Honghui¹ (AUTHOR), Wang, Ting¹ (AUTHOR), Han, Xiaofeng¹ (AUTHOR), Shen, Lijing¹ (AUTHOR), Chen, Yumei² (AUTHOR) cymrenji@126.com, Hou, Jian¹ (AUTHOR) cymrenji@126.com

Publikováno v: Journal of Clinical Medicine. Mar2023, Vol. 12 Issue 6, p2280. 14p.

¹⁸F‑FDG PET/CT based radiomics features improve prediction of prognosis: multiple machine learning algorithms and multimodality applications for multiple myeloma.

Autor: Zhong, Haoshu, Huang, Delong, Wu, Junhao, Chen, Xiaomin, Chen, Yue, Huang, Chunlan

Publikováno v: BMC Medical Imaging; 6/27/2023, Vol. 23 Issue 1, p1-12, 12p

Prediction of SBRT response in liver cancer by combining original and delta cone-beam CT radiomics: a pilot study.

Autor: Yang P; Peking University Aerospace School of Clinical Medicine, Aerospace Center Hospital, Beijing, 100049, China.; Institute of Biomedical Engineering, Shenzhen Bay Laboratory, Shenzhen, China., Shan J; Department of Radiation Oncology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China., Ge X; School of Science, Shenzhen Campus of Sun Yat-sen University, Shenzhen, Guangdong, China., Zhou Q; Department of Radiation Oncology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China., Ding M; Peking University Aerospace School of Clinical Medicine, Aerospace Center Hospital, Beijing, 100049, China., Niu T; Peking University Aerospace School of Clinical Medicine, Aerospace Center Hospital, Beijing, 100049, China. niuty@szbl.ac.cn.; Institute of Biomedical Engineering, Shenzhen Bay Laboratory, Shenzhen, China. niuty@szbl.ac.cn., Du J; Peking University Aerospace School of Clinical Medicine, Aerospace Center Hospital, Beijing, 100049, China. djc189@tom.com.

Publikováno v: Physical and engineering sciences in medicine [Phys Eng Sci Med] 2024 Mar; Vol. 47 (1), pp. 295-307. Date of Electronic Publication: 2024 Jan 02.