MTCSNN: Multi-task Clinical Siamese Neural Network for Diabetic Retinopathy Severity Prediction

1 code implementation • 14 Aug 2022 • Chao Feng, Jui Po Hung, Aishan Li, Jieping Yang, Xinyu Zhang

The novelty of this project is to utilize the ordinal information among labels and add a new regression task, which can help the model learn more discriminative feature embedding for fine-grained classification tasks.

regression severity prediction

Identification of cancer-keeping genes as therapeutic targets by finding network control hubs

no code implementations • 13 Jun 2022 • Xizhe Zhang, Chunyu Pan, Xinru Wei, Meng Yu, Shuangjie Liu, Jun An, Jieping Yang, Baojun Wei, Wenjun Hao, Yang Yao, Yuyan Zhu, Weixiong Zhang

One of the recent approaches is based on network structural controllability that focuses on finding a control scheme and driver genes that can steer the cell from an arbitrary state to a designated state.