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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 대한자기공명의과학회 Investigative Magnetic Resonance Imaging Investigative Magnetic Resonance Imaging 제25권 제4호
- 발행연도
- 2021.12
- 수록면
- 266 - 280 (15page)
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초록· 키워드
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Advances in radiomics and deep learning (DL) hold great potential to be at the forefront of precision medicine for the treatment of patients with brain metastases.
Radiomics and DL can aid clinical decision-making by enabling accurate diagnosis, facilitating the identification of molecular markers, providing accurate prognoses, and monitoring treatment response. In this review, we summarize the clinical background, unmet needs, and current state of research of radiomics and DL for the treatment of brain metastases. The promises, pitfalls, and future roadmap of radiomics and DL in brain metastases are addressed as well.
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참고문헌 (104)
참고문헌 신청
Nayak L / 2012 / Epidemiology of brain metastases / Curr Oncol Rep 14:48~54
Loeffler JS / 1997 / Cancer:principles and practice of oncology / JP Lippincott :2523
Kondziolka D / 1999 / Stereotactic radiosurgery plus whole brain radiotherapy versus radiotherapy alone for patients with multiple brain metastases / Int J Radiat Oncol Biol Phys 45:427~434
Patchell RA / 1990 / A randomized trial of surgery in the treatment of single metastases to the brain / N Engl J Med 322:494~500
Mehta MP / 2003 / Survival and neurologic outcomes in a randomized trial of motexafin gadolinium and whole-brain radiation therapy in brain metastases / J Clin Oncol 21:2529~2536
Loeffler JS / 1997 / Cancer:principles and practice of oncology / JP Lippincott :2523
Kondziolka D / 1999 / Stereotactic radiosurgery plus whole brain radiotherapy versus radiotherapy alone for patients with multiple brain metastases / Int J Radiat Oncol Biol Phys 45:427~434
Patchell RA / 1990 / A randomized trial of surgery in the treatment of single metastases to the brain / N Engl J Med 322:494~500
Mehta MP / 2003 / Survival and neurologic outcomes in a randomized trial of motexafin gadolinium and whole-brain radiation therapy in brain metastases / J Clin Oncol 21:2529~2536
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