Radiomics of magnetic resonance imaging for assessment of pathological complete response to neoadjuvant therapy and long-term survival in breast cancer
Breast cancer (BC) is the most common malignant disease. The use of neoadjuvant drug therapy increases the likelihood of achieving a complete pathomorphological response (pCR), leads to an increase in resectability and ablation; helps to determine the sensitivity of tumor cells to chemopreventive ag...
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| Format: | Article |
| Language: | Russian |
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QUASAR, LLC
2023-09-01
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| Series: | Исследования и практика в медицине |
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| Online Access: | https://www.rpmj.ru/rpmj/article/view/901 |
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| author | N. V. Petrova G. G. Karmazanovsky E. V. Kondratyev A. Yu. Popov M. V. Rostovtsev N. Yu. Germanovich D. V. Kalinin |
| author_facet | N. V. Petrova G. G. Karmazanovsky E. V. Kondratyev A. Yu. Popov M. V. Rostovtsev N. Yu. Germanovich D. V. Kalinin |
| author_sort | N. V. Petrova |
| collection | DOAJ |
| description | Breast cancer (BC) is the most common malignant disease. The use of neoadjuvant drug therapy increases the likelihood of achieving a complete pathomorphological response (pCR), leads to an increase in resectability and ablation; helps to determine the sensitivity of tumor cells to chemopreventive agents, thereby improving the patient’s prognosis. Since pathomorphological assessment occurs aſter surgery, it is necessary to develop methods for non-invasive response assessment for timely correction of the volume of treatment. One such method is magnetic resonance imaging (MRI). Assessment of the obtained images using texture analysis allows to increase the accuracy of the method both in the control of neoadjuvant treatment and in the assessment of the response to neoadjuvant therapy during preoperative planning.This article provides an analysis of the literature data on the potential to improve the prognostic value of breast MRI in assessing the complete pathomorphological response to neoadjuvant drug treatment of breast cancer using texture analysis of data. |
| format | Article |
| id | doaj-art-e44e6aeee132482c98870c52d8ff977e |
| institution | Kabale University |
| issn | 2410-1893 |
| language | Russian |
| publishDate | 2023-09-01 |
| publisher | QUASAR, LLC |
| record_format | Article |
| series | Исследования и практика в медицине |
| spelling | doaj-art-e44e6aeee132482c98870c52d8ff977e2025-02-03T00:57:40ZrusQUASAR, LLCИсследования и практика в медицине2410-18932023-09-01103697910.17709/410-1893-2023-10-3-6510Radiomics of magnetic resonance imaging for assessment of pathological complete response to neoadjuvant therapy and long-term survival in breast cancerN. V. Petrova0G. G. Karmazanovsky1E. V. Kondratyev2A. Yu. Popov3M. V. Rostovtsev4N. Yu. Germanovich5D. V. Kalinin6A. V. Vishnevsky National Medical Research Center of SurgeryA. V. Vishnevsky National Medical Research Center of Surgery; Pirogov Russian National Research Medical UniversityA. V. Vishnevsky National Medical Research Center of SurgeryA. V. Vishnevsky National Medical Research Center of SurgeryA. V. Vishnevsky National Medical Research Center of Surgery; M. E. Zhadkevich City Clinical hospital of the Ministry of Health of Russia; Russian Medical Academy of Continuing Professional EducationA. V. Vishnevsky National Medical Research Center of SurgeryA. V. Vishnevsky National Medical Research Center of SurgeryBreast cancer (BC) is the most common malignant disease. The use of neoadjuvant drug therapy increases the likelihood of achieving a complete pathomorphological response (pCR), leads to an increase in resectability and ablation; helps to determine the sensitivity of tumor cells to chemopreventive agents, thereby improving the patient’s prognosis. Since pathomorphological assessment occurs aſter surgery, it is necessary to develop methods for non-invasive response assessment for timely correction of the volume of treatment. One such method is magnetic resonance imaging (MRI). Assessment of the obtained images using texture analysis allows to increase the accuracy of the method both in the control of neoadjuvant treatment and in the assessment of the response to neoadjuvant therapy during preoperative planning.This article provides an analysis of the literature data on the potential to improve the prognostic value of breast MRI in assessing the complete pathomorphological response to neoadjuvant drug treatment of breast cancer using texture analysis of data.https://www.rpmj.ru/rpmj/article/view/901breast cancerneoadjuvant therapymripathological complete responseradiomicstexture analysis |
| spellingShingle | N. V. Petrova G. G. Karmazanovsky E. V. Kondratyev A. Yu. Popov M. V. Rostovtsev N. Yu. Germanovich D. V. Kalinin Radiomics of magnetic resonance imaging for assessment of pathological complete response to neoadjuvant therapy and long-term survival in breast cancer Исследования и практика в медицине breast cancer neoadjuvant therapy mri pathological complete response radiomics texture analysis |
| title | Radiomics of magnetic resonance imaging for assessment of pathological complete response to neoadjuvant therapy and long-term survival in breast cancer |
| title_full | Radiomics of magnetic resonance imaging for assessment of pathological complete response to neoadjuvant therapy and long-term survival in breast cancer |
| title_fullStr | Radiomics of magnetic resonance imaging for assessment of pathological complete response to neoadjuvant therapy and long-term survival in breast cancer |
| title_full_unstemmed | Radiomics of magnetic resonance imaging for assessment of pathological complete response to neoadjuvant therapy and long-term survival in breast cancer |
| title_short | Radiomics of magnetic resonance imaging for assessment of pathological complete response to neoadjuvant therapy and long-term survival in breast cancer |
| title_sort | radiomics of magnetic resonance imaging for assessment of pathological complete response to neoadjuvant therapy and long term survival in breast cancer |
| topic | breast cancer neoadjuvant therapy mri pathological complete response radiomics texture analysis |
| url | https://www.rpmj.ru/rpmj/article/view/901 |
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