Assessing AI’s Role in Clinical Oncology: Machine Learning in Radiotherapy Planning

Authors: Mohsen, Abdul Hussein, Mukhlus, O. A., Ibrahim, Ahmed Amer, Qusay Jawad, Ahmed, Abdel Latif, Nawras Salman, Adnan, Myasar Mundher, Shareef, Hayder

Source: 2024 International Conference on IoT, Communication and Automation Technology (ICICAT) IoT, Communication and Automation Technology (ICICAT), 2024 International Conference on. :629-635 Nov, 2024

Relation: 2024 International Conference on IoT, Communication and Automation Technology (ICICAT)

MR–CT image fusion method of intracranial tumors based on Res2Net

Authors: Wei Chen, Qixuan Li, Heng Zhang, Kangkang Sun, Wei Sun, Zhuqing Jiao, Xinye Ni

Source: BMC Medical Imaging, Vol 24, Iss 1, Pp 1-12 (2024)

Subject Terms: Intracranial tumor, Image fusion, Target delineation, Multiscale feature, Medical technology, R855-855.5

File Description: electronic resource

Relation: https://doaj.org/toc/1471-2342

Access URL: https://doaj.org/article/b32caf2c31944af3ba684fec326d86a2

Artificial intelligence-assisted delineation for postoperative radiotherapy in patients with lung cancer: a prospective, multi-center, cohort study

Authors: Ziming Han, Yu Wang, Wenqing Wang, Tao Zhang, Jianyang Wang, Xiangyu Ma, Kuo Men, Anhui Shi, Yuyan Gao, Nan Bi

Source: Frontiers in Oncology, Vol 14 (2024)

Subject Terms: lung cancer, postoperative radiotherapy, artificial intelligence, automatic contour, target delineation, Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fonc.2024.1388297/full; https://doaj.org/toc/2234-943X

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Current Approaches to Radiation Oncology Target Volume Delineation Using PET/Computed Tomography

Authors: McMillan, Matthew T. ^a, Feigenberg, Steven J. ^b, Simone, Charles B., II ^{a, c, ∗}

Source: In PET Clinics April 2025 20(2):175-183

Exclusion of non-Involved uterus from the target volume (EXIT-trial): An individualized treatment for locally advanced cervical cancer using modern radiotherapy and imaging techniques followed by completion surgery

Authors: Axel Van Damme, Philippe Tummers, Pieter De Visschere, Jo Van Dorpe, Koen Van de Vijver, Tom Vercauteren, Werner De Gersem, Hannelore Denys, Eline Naert, Amin Makar, Wilfried De Neve, Katrien Vandecasteele

Source: Clinical and Translational Radiation Oncology, Vol 47, Iss , Pp 100793- (2024)

Subject Terms: Cervical cancer, Chemoradiotherapy, Target delineation, Medical physics. Medical radiology. Nuclear medicine, R895-920, Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2405630824000703; https://doaj.org/toc/2405-6308

Access URL: https://doaj.org/article/bfb26c57eada41658e6c7c2459710a87

Failure patterns of locoregional recurrence after reducing target volumes in patients with nasopharyngeal carcinoma receiving adaptive replanning during intensity-modulated radiotherapy: a single-center experience in China

Authors: Xiate Zhou, Jian Zhu, Chao Zhou, Wei Wang, Weijun Ding, Meng Chen, Kuifei Chen, Shuling Li, Xiaofeng Chen, Haihua Yang

Source: Radiation Oncology, Vol 18, Iss 1, Pp 1-10 (2023)

Subject Terms: Nasopharyngeal carcinoma (NPC), Intensity-modulated radiation therapy (IMRT), Replanning, Failure patterns, Target delineation, Medical physics. Medical radiology. Nuclear medicine, R895-920, Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

File Description: electronic resource

Relation: https://doaj.org/toc/1748-717X

Access URL: https://doaj.org/article/c169007efa5744e8bdf243ac9101cb93

The impact of the new ESTRO-ACROP target volume delineation guidelines for postmastectomy radiotherapy after implant-based breast reconstruction on breast complications

Authors: Jung Bin Park, Bum-Sup Jang, Ji Hyun Chang, Jin Ho Kim, Chang Heon Choi, Ki Young Hong, Ung Sik Jin, Hak Chang, Yujin Myung, Jae Hoon Jeong, Chan Yeong Heo, In Ah Kim, Kyung Hwan Shin

Source: Frontiers in Oncology, Vol 14 (2024)

Subject Terms: breast cancer, breast implant, breast reconstruction, radiotherapy, target delineation, implant complication, Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fonc.2024.1373434/full; https://doaj.org/toc/2234-943X

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A new PolSAR decomposition algorithm to delineate urban targets

Authors: Duan, Dingfeng, Wang, Yong, Lv, Haitao, Li, Hong, Yang, Yuanyuan

Source: 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) Geoscience and Remote Sensing Symposium (IGARSS), 2017 IEEE International. :2381-2384 Jul, 2017

Relation: IGARSS 2017 - 2017 IEEE International Geoscience and Remote Sensing Symposium

Automatic detection and recognition of nasopharynx gross tumour volume (GTVnx) by deep learning for nasopharyngeal cancer radiotherapy through magnetic resonance imaging

Authors: Yandan Wang, Hehe Chen, Jie Lin, Shi Dong, Wenyi Zhang

Source: Radiation Oncology, Vol 18, Iss 1, Pp 1-9 (2023)

Subject Terms: Deep learning, Automatic detection and recognition, Nasopharyngeal cancer, Magnetic resonance imaging, Target delineation, Medical physics. Medical radiology. Nuclear medicine, R895-920, Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

File Description: electronic resource

Relation: https://doaj.org/toc/1748-717X

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Key changes in the future clinical application of ultra-high dose rate radiotherapy

Authors: Binwei Lin, Mi Fan, Tingting Niu, Yuwen Liang, Haonan Xu, Wenqiang Tang, Xiaobo Du

Source: Frontiers in Oncology, Vol 13 (2023)

Subject Terms: FLASH-RT, clinical application, simulations, target delineation, treatment plan evaluation, Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fonc.2023.1244488/full; https://doaj.org/toc/2234-943X

Access URL: https://doaj.org/article/02c13e685e294fcd8695283c76bcf9cd

Delineation uncertainties of tumour volumes on MRI of head and neck cancer patients

Authors: Ruta Zukauskaite, Christopher N. Rumley, Christian R. Hansen, Michael G. Jameson, Yuvnik Trada, Jørgen Johansen, Niels Gyldenkerne, Jesper G. Eriksen, Farhannah Aly, Rasmus L. Christensen, Mark Lee, Carsten Brink, Lois Holloway

Source: Clinical and Translational Radiation Oncology, Vol 36, Iss , Pp 121-126 (2022)

Subject Terms: Inter-observer variation, Target delineation, Head and neck cancer, MRI, Medical physics. Medical radiology. Nuclear medicine, R895-920, Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2405630822000672; https://doaj.org/toc/2405-6308

Access URL: https://doaj.org/article/c35a7e8bd1694803bc77a7d4282c070d

Current practices and perspectives on the integration of contrast agents in MRI-guided radiation therapy clinical practice: A worldwide survey

Authors: Luca Boldrini, Filippo Alongi, Angela Romano, Diepriye Charles Davies, Michael Bassetti, Giuditta Chiloiro, Stefanie Corradini, Maria Antonietta Gambacorta, Lorenzo Placidi, Alison C. Tree, Rosalyne Westley, Luca Nicosia

Source: Clinical and Translational Radiation Oncology, Vol 40, Iss , Pp 100615- (2023)

Subject Terms: Magnetic resonance guided radiation therapy, MRI contrast agents, Radiotherapy planning, Target delineation, Medical physics. Medical radiology. Nuclear medicine, R895-920, Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S240563082300040X; https://doaj.org/toc/2405-6308

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Comparative dosimetric study of radiotherapy in high-grade gliomas based on the guidelines of EORTC and NRG-2019 target delineation

Authors: Ouying Yan, Haibo Teng, Cuihong Jiang, Lili He, Shuai Xiao, Yanxian Li, Wenqiong Wu, Qi Zhao, Xu Ye, Wen Liu, Changgen Fan, Xiangwei Wu, Feng Liu

Source: Frontiers in Oncology, Vol 13 (2023)

Subject Terms: high grade gliomas, radiotherapy, target delineation, dosimetric, OARs, Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fonc.2023.1108587/full; https://doaj.org/toc/2234-943X

Access URL: https://doaj.org/article/32787a3152364606aa37960703ccdbf6

Application of AIP and MIP CT on Individual GTV Delineation for Tumor Moving with Respiration

Authors: Zhang, Shuxu, Lin, Shengqu, Yu, Hui, Zhang, Hainan, Zhang, Guoqian, Han, Penghui

Source: 2012 International Conference on Biomedical Engineering and Biotechnology Biomedical Engineering and Biotechnology (iCBEB), 2012 International Conference on. :736-739 May, 2012

Relation: 2012 International Conference on Biomedical Engineering and Biotechnology (iCBEB)

The impact of image acquisition time on registration, delineation and image quality for magnetic resonance guided radiotherapy of prostate cancer patients

Authors: Marlies E. Nowee, Vivian W.J. van Pelt, Iris Walraven, Rita Simões, Carmen P. Liskamp, Doenja M.J. Lambregts, Stijn Heijmink, Eva Schaake, Uulke A. van der Heide, Tomas M. Janssen

Source: Physics and Imaging in Radiation Oncology, Vol 19, Iss , Pp 85-89 (2021)

Subject Terms: Image-Guided radiotherapy, Magnetic Resonance Imaging, Target delineation, Image registration, Image quality, Prostate carcinoma, Medical physics. Medical radiology. Nuclear medicine, R895-920, Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

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Relation: http://www.sciencedirect.com/science/article/pii/S2405631621000373; https://doaj.org/toc/2405-6316

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Current status and recent advances in reirradiation of glioblastoma

Authors: Giuseppe Minniti, Maximilian Niyazi, Filippo Alongi, Piera Navarria, Claus Belka

Source: Radiation Oncology, Vol 16, Iss 1, Pp 1-14 (2021)

Subject Terms: Target delineation, Recurrent glioblastoma, Reirradiation, Stereotactic radiosurgery, Hypofractionated radiotherapy, Radionecrosis, Medical physics. Medical radiology. Nuclear medicine, R895-920, Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

File Description: electronic resource

Relation: https://doaj.org/toc/1748-717X

Access URL: https://doaj.org/article/68810263557b47feb022513c26beefd8

Coverage with dosimetric concordance index (CDCI): a tool for evaluating dosimetric impact of inter-observer target variability in brachytherapy

Authors: Ritu Raj Upreti, Ashwini Budrukkar, Udita Upreti, Tabassum Wadasadawala, Rima Pathak, Shagun Misra, Lavanya Gurrum, Rajesh Kinhikar, Deepak Deshpande

Source: Journal of Contemporary Brachytherapy, Vol 12, Iss 2, Pp 160-165 (2020)

Subject Terms: target delineation variability, dosimetric impact, spatial concordance, dosimetric indices, Medicine

File Description: electronic resource

Relation: https://www.termedia.pl/Coverage-with-dosimetric-concordance-index-CDCI-a-tool-for-evaluating-dosimetric-impact-of-inter-observer-target-variability-in-brachytherapy,54,40327,1,1.html; https://doaj.org/toc/1689-832X; https://doaj.org/toc/2081-2841

Access URL: https://doaj.org/article/6043f633e226459ea69a65dc4ef96856

Inter-Observer and Intra-Observer Variability in Gross Tumor Volume Delineation of Primary Esophageal Carcinomas Based on Different Combinations of Diagnostic Multimodal Images

Authors: Fengxiang Li, Yankang Li, Xue Wang, Yingjie Zhang, Xijun Liu, Shanshan Liu, Wei Wang, Jinzhi Wang, Yanluan Guo, Min Xu, Jianbin Li

Source: Frontiers in Oncology, Vol 12 (2022)

Subject Terms: esophageal carcinoma, diagnostic multimodal images, target delineation, intra-observer variability, inter-observer variability, Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fonc.2022.817413/full; https://doaj.org/toc/2234-943X

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Clinical Evaluation of an Auto-Segmentation Tool for Spine SBRT Treatment

Authors: Yingxuan Chen, Yevgeniy Vinogradskiy, Yan Yu, Wenyin Shi, Haisong Liu

Source: Frontiers in Oncology, Vol 12 (2022)

Subject Terms: spine SBRT, auto-segmentation, target delineation, clinical target volume (CTV), gross tumor volume (GTV), Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fonc.2022.842579/full; https://doaj.org/toc/2234-943X

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Reduction of dose to duodenum with a refined delineation method of Para-aortic region in patients with locally advanced cervical Cancer receiving prophylactic extended-field radiotherapy

Authors: Bo Yang, Xiaoliang Liu, Ke Hu, Jie Qiu, Fuquan Zhang, Xiaorong Hou, Junfang Yan, Qingyu Meng, Weiping Wang, Lang Yu, Yijun Wang

Source: Radiation Oncology, Vol 14, Iss 1, Pp 1-8 (2019)

Subject Terms: Cervical cancer, Prophylactic extended field radiotherapy, Target delineation, Dosimetric comparison, Medical physics. Medical radiology. Nuclear medicine, R895-920, Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

File Description: electronic resource

Relation: http://link.springer.com/article/10.1186/s13014-019-1398-6; https://doaj.org/toc/1748-717X

Access URL: https://doaj.org/article/22ccf8acfedf4fc68f19cd033b02214d