DeepRGVP: A Novel Microstructure-Informed Supervised Contrastive Learning Framework for Automated Identification Of The Retinogeniculate Pathway Using dMRI Tractography

no code implementations • 15 Nov 2022 • Sipei Li, Jianzhong He, Tengfei Xue, Guoqiang Xie, Shun Yao, Yuqian Chen, Erickson F. Torio, Yuanjing Feng, Dhiego CA Bastos, Yogesh Rathi, Nikos Makris, Ron Kikinis, Wenya Linda Bi, Alexandra J Golby, Lauren J O'Donnell, Fan Zhang

The retinogeniculate pathway (RGVP) is responsible for carrying visual information from the retina to the lateral geniculate nucleus.

Anatomy Contrastive Learning +1

3D Shapes Local Geometry Codes Learning with SDF

no code implementations • 19 Aug 2021 • Shun Yao, Fei Yang, Yongmei Cheng, Mikhail G. Mozerov

We propose Local Geometry Code Learning (LGCL), a model that improves the original DeepSDF results by learning from a local shape geometry of the full 3D shape.

3D Shape Reconstruction

Index Selection for NoSQL Database with Deep Reinforcement Learning

no code implementations • 16 Jun 2020 • Shun Yao, Hongzhi Wang, Yu Yan

We propose a new approach of NoSQL database index selection.

reinforcement-learning Reinforcement Learning (RL)