Wentao Zhu

DeepLung. WACV18 paper "DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification"

AutoShot. AutoShot: A Short Video Dataset and State-of-the-Art Shot Boundary Detection - CVPR NAS 2023

AnatomyNet-for-anatomical-segmentation. AnatomyNet: Deep 3D Squeeze-and-excitation U-Nets for fast and fully automated whole-volume anatomical segmentation

deep-mil-for-whole-mammogram-classification. Zhu, Wentao, Qi Lou, Yeeleng Scott Vang, and Xiaohui Xie. "Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification." MICCAI 2017.

adversarial-deep-structural-networks. ISBI2018: Adversarial Deep Structural Networks for Mammographic Mass Segmentation https://arxiv.org/abs/1612.05970

protein-cascade-cnn-lstm. Implementation of IJCAI15 cascade cnn and LSTM for protein secondary structure prediction

speechnas. SpeechNAS-Better-Trade-off-between-Latency-and-Accuracy-for-Large-Scale-Speaker-Verification

Hierarchical-ELM-Network. IJCNN 2015 Hierarchical extreme learning machine for unsupervised representation learning

recurrent-attention-for-QA-SQUAD-based-on-keras. recurrent attention based on keras. Question Answering SQUAD dataset

DeepEM-for-Weakly-Supervised-Detection. MICCAI18 DeepEM: Deep 3D ConvNets with EM for Weakly Supervised Pulmonary Nodule Detection

constrained-extreme-learning-machine. constrained extreme learning machine, IJCNN 2014

rna_protein_binding. deep multi-instance learning for rna protein binding prediction

Extreme-support-vector-regression. The code is used for the Pattern Recognition Letters paper "Robust regression with extreme support vectors". There are kernel based ESVR and conventional ESVR respectively. Please cite it as "Zhu, Wentao, Jun Miao, and Laiyun Qing. "Robust regression with extreme support vectors." Pattern Recognition Letters 45 (2014): 205-210."

inbreast. MATLAB

lamp-automated-model-parallelism. MICCAI20 Early Accepted "LAMP: Large Deep Nets with Automated Model Parallelism for Image Segmentation"

CTnoddetector. Python

AI_Reading_List. My everyday reading list about healthcare, AI, machine learning, deep learning, startup

Deep-trans-layer-unsupervised-network. deep trans-layer PCA network and deep trans-layer denoising auto encoder network

SLAM. Python