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Ultrasound and diffuse optical tomography-transformer model for assessing pathological complete response to neoadjuvant chemotherapy in breast cancer
Yun Zou
, Minghao Xue
, Md Iqbal Hossain
, Quing Zhu
Department of Biomedical Engineering
Research output
:
Contribution to journal
›
Article
›
peer-review
3
Scopus citations
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Dive into the research topics of 'Ultrasound and diffuse optical tomography-transformer model for assessing pathological complete response to neoadjuvant chemotherapy in breast cancer'. Together they form a unique fingerprint.
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Keyphrases
Breast Cancer
100%
Ultrasound
100%
Pathological Complete Response
100%
Response to Neoadjuvant Chemotherapy
100%
Diffuse Optical Tomography
100%
Transformer Model
100%
Tomography Image
38%
Breast Cancer Patients
23%
Personalized Treatment Planning
15%
5-fold Cross Validation
15%
Tumor Receptors
15%
Deep Learning Methods
7%
Imaging Modalities
7%
Performance Prediction
7%
Structural Information
7%
Imaging Data
7%
Prediction Accuracy
7%
Neoadjuvant Chemotherapy
7%
Mean Area
7%
Single Modality
7%
Non-invasive Approach
7%
Chemotherapy Treatment
7%
Multiple Time Points
7%
Functional Information
7%
Characteristic Curve
7%
Response Prediction
7%
Transformer
7%
Dual Input
7%
Multimodal Imaging Data
7%
Material Science
Tomography
100%
Tumor
15%
Chemical Engineering
Deep Learning Method
100%