Ultrasound-based radiomics for early predicting response to neoadjuvant chemotherapy in patients with breast cancer: a systematic review with meta-analysis.
Zhifan LiXinran LiuYa GaoXingru LuJunqiang LeiPublished in: La Radiologia medica (2024)
US-based radiomics may be a potentially crucial adjuvant method for evaluating the response of breast cancer to NAC. Due to limited data available and low quality of eligible studies, more multicenter prospective studies with rigorous methods are required to confirm our findings.
Keyphrases
- neoadjuvant chemotherapy
- locally advanced
- lymph node metastasis
- lymph node
- case control
- magnetic resonance imaging
- contrast enhanced
- transcription factor
- early stage
- electronic health record
- squamous cell carcinoma
- big data
- cross sectional
- quality improvement
- radiation therapy
- machine learning
- clinical trial
- double blind
- computed tomography