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
- sentinel lymph node
- magnetic resonance imaging
- transcription factor
- early stage
- contrast enhanced
- squamous cell carcinoma
- electronic health record
- big data
- clinical trial
- radiation therapy
- ultrasound guided
- computed tomography
- machine learning
- double blind
- young adults