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
- case control
- lymph node
- sentinel lymph node
- magnetic resonance imaging
- early stage
- contrast enhanced
- transcription factor
- electronic health record
- squamous cell carcinoma
- big data
- rectal cancer
- cross sectional
- clinical trial
- ultrasound guided
- magnetic resonance
- deep learning
- young adults
- contrast enhanced ultrasound