Search Results for author: Yani Wei

Found 3 papers, 1 papers with code

Experts' cognition-driven ensemble deep learning for external validation of predicting pathological complete response to neoadjuvant chemotherapy from histological images in breast cancer

no code implementations19 Jun 2023 Yongquan Yang, Fengling Li, Yani Wei, YuanYuan Zhao, Jing Fu, Xiuli Xiao, Hong Bu

The primary reason for this situation lies in that the distribution of the external data for validation is different from the distribution of the training data for the construction of the predictive model.

Experts' cognition-driven safe noisy labels learning for precise segmentation of residual tumor in breast cancer

no code implementations13 Apr 2023 Yongquan Yang, Jie Chen, Yani Wei, Mohammad Alobaidi, Hong Bu

Precise segmentation of residual tumor in breast cancer (PSRTBC) after neoadjuvant chemotherapy is a fundamental key technique in the treatment process of breast cancer.

Weakly-supervised Learning

One-Step Abductive Multi-Target Learning with Diverse Noisy Samples and Its Application to Tumour Segmentation for Breast Cancer

1 code implementation20 Oct 2021 Yongquan Yang, Fengling Li, Yani Wei, Jie Chen, Ning Chen, Hong Bu

Recent studies have demonstrated the effectiveness of the combination of machine learning and logical reasoning, including data-driven logical reasoning, knowledge driven machine learning and abductive learning, in inventing advanced artificial intelligence technologies.

BIG-bench Machine Learning Logical Reasoning

Cannot find the paper you are looking for? You can Submit a new open access paper.