scBERT as a large-scale pretrained deep language model for cell type annotation of single-cell RNA-seq data

Fan Yang, Wenchuan Wang, Fang Wang, +5

Nature Machine Intelligence

Natural Language ProcessingBioinformaticsFunctional GenomicsEngineeringSingle Cell Sequencing +11

Early triage of critically ill COVID-19 patients using deep learning

Wenhua Liang, Jianhua Yao, Ailan Chen, +30

Nature Communications

Development and interpretation of a pathomics-based model for the prediction of microsatellite instability in Colorectal Cancer

Rui Cao, Fan Yang, Si-Cong Ma, +17

Theranostics

Camrelizumab Plus Apatinib in Patients With Advanced Cervical Cancer (CLAP): A Multicenter, Open-Label, Single-Arm, Phase II Trial

Chunyan Lan, JingXian Shen, Yin Wang, +15

Journal of Clinical Oncology

Predicting Lymph Node Metastasis Using Histopathological Images Based on Multiple Instance Learning With Deep Graph Convolution

Yu Zhao, Fan Yang, Yuqi Fang, +8

Convolutional Neural NetworkMultiple Instance LearningEngineeringMachine LearningDigital Pathology +20

Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal Classification

Zongbo Han, Fan Yang, Junzhou Huang, +2

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

EngineeringMachine LearningBiometricsMultimodalityMultimodal Learning +18

STOmicsDB: a comprehensive database for spatial transcriptomics data sharing, analysis and visualization

Zhicheng Xu, Weiwen Wang, Tao Yang, +27

Nucleic Acids Research

Visual Search at eBay

Fan Yang, Ajinkya Kale, Yury Bubnov, +4

Convolutional Neural NetworkSearch Engine OptimizationEngineeringMachine LearningImage Search +16

DeepSEED: 3D Squeeze-and-Excitation Encoder-Decoder Convolutional Neural Networks for Pulmonary Nodule Detection

Yuemeng Li, Fan Yang

Convolutional Neural NetworkEngineeringMachine LearningAutoencodersImage Analysis +17

Exploring Deep Multimodal Fusion of Text and Photo for Hate Speech Classification

Fan Yang, Xiaochang Peng, Gargi Ghosh, +4