Prediction of MET Overexpression in Non-Small Cell Lung Adenocarcinomas from Hematoxylin and Eosin Images

no code implementations • 11 Oct 2023 • Kshitij Ingale, Sun Hae Hong, Josh S. K. Bell, Abbas Rizvi, Amy Welch, Lingdao Sha, Irvin Ho, Kunal Nagpal, Aicha Bentaieb, Rohan P Joshi, Martin C Stumpe

MET protein overexpression is a targetable event in non-small cell lung cancer (NSCLC) and is the subject of active drug development.

Select, Attend, and Transfer: Light, Learnable Skip Connections

no code implementations • 14 Apr 2018 • Saeid Asgari Taghanaki, Aicha Bentaieb, Anmol Sharma, S. Kevin Zhou, Yefeng Zheng, Bogdan Georgescu, Puneet Sharma, Sasa Grbic, Zhoubing Xu, Dorin Comaniciu, Ghassan Hamarneh

Skip connections in deep networks have improved both segmentation and classification performance by facilitating the training of deeper network architectures, and reducing the risks for vanishing gradients.

Segmentation