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Prediction of treatment response in patients with brain metastasis receiving stereotactic radiosurgery based on pre-treatment multimodal MRI radiomics and clinical risk factors: A machine learning model
Research article (Frontiers in Oncology, 2023) · cited 24× · AI/ML
Prediction of treatment response in patients with brain metastasis receiving stereotactic radiosurgery based on pre-treatment multimodal MRI radiomics and clinical risk factors: A machine learning model
Summary
Prediction of treatment response in patients with brain metastasis receiving stereotactic radiosurgery based on pre-treatment multimodal MRI radiomics and clinical risk factors: A machine learning model is a scholarly article[1].
Key Facts
Prediction of treatment response in patients with brain metastasis receiving stereotactic radiosurgery based on pre-treatment multimodal MRI radiomics and clinical risk factors: A machine learning model's instance of is recorded as scholarly article[2].
References
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APA4ort.xyz Knowledge Graph. (2026). Prediction of treatment response in patients with brain metastasis receiving stereotactic radiosurgery based on pre-treatment multimodal MRI radiomics and clinical risk factors: A machine learning model. Retrieved May 24, 2026, from https://4ort.xyz/entity/prediction-of-treatment-response-in-patients-with-brain-metastasis-receiving-stereotactic-radiosurgery-based-on-pre-trea
MLA“Prediction of treatment response in patients with brain metastasis receiving stereotactic radiosurgery based on pre-treatment multimodal MRI radiomics and clinical risk factors: A machine learning model.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/prediction-of-treatment-response-in-patients-with-brain-metastasis-receiving-stereotactic-radiosurgery-based-on-pre-trea.
BibTeX@misc{4ortxyz_prediction-of-treatment-response-in-patients-with-brain-metastasis-receiving-stereotactic-radiosurgery-based-on-pre-trea_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Prediction of treatment response in patients with brain metastasis receiving stereotactic radiosurgery based on pre-treatment multimodal MRI radiomics and clinical risk factors: A machine learning model}}, year = {2026}, url = {https://4ort.xyz/entity/prediction-of-treatment-response-in-patients-with-brain-metastasis-receiving-stereotactic-radiosurgery-based-on-pre-trea}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Prediction of treatment response in patients with brain metastasis receiving stereotactic radiosurgery based on pre-treatment multimodal MRI radiomics and clinical risk factors: A machine learning model — https://4ort.xyz/entity/prediction-of-treatment-response-in-patients-with-brain-metastasis-receiving-stereotactic-radiosurgery-based-on-pre-trea (retrieved 2026-05-24)
