Jianhua Yao

发表

Defining Delayed Perihematomal Edema Expansion in Intracerebral Hemorrhage: Segmentation, Time Course, Risk Factors and Clinical Outcome

Yihao Chen, Yixun Liu, Renzhi Wang, 2022, Frontiers in Immunology.

Spatial-ID: a cell typing method for spatially resolved transcriptomics via transfer learning and spatial embedding

Yuxiang Li, Lin Liu, Fan Yang, 2022, bioRxiv.

BigNeuron: A resource to benchmark and predict best-performing algorithms for automated reconstruction of neuronal morphology

Sean L. Hill, Todd A. Gillette, G. Jefferis, 2022, bioRxiv.

Deep Learning Model for Predicting the Pathological Complete Response to Neoadjuvant Chemoradiotherapy of Locally Advanced Rectal Cancer

Junzhou Huang, Y. Ling, Niyun Zhou, 2022, Frontiers in Oncology.

scBERT is a Large-scale Pretrained Deep Language Model for Cell Type Annotation of Single-cell RNA-seq Data

Junzhou Huang, Fan Yang, Duyu Tang, 2021, bioRxiv.

ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology Images

Junzhou Huang, Hanbo Chen, Jiawei Yang, 2022, ECCV.

Seeking Common Ground While Reserving Differences: Multiple Anatomy Collaborative Framework for Undersampled MRI Reconstruction

Junzhou Huang, Zhe Xu, Hanbo Chen, 2022, ArXiv.

Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal Classification

Junzhou Huang, Zongbo Han, Fan Yang, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Weakly supervised multitask learning models to identify symptom onset time of unclear-onset intracerebral hemorrhage

Renzhi Wang, Wenbin Ma, M. Wenbin, 2021, International Journal of Stroke.

UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup

Yatao Bian, P. Zhao, Fan Yang, 2022, 2209.08928.

UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup

Yatao Bian, P. Zhao, Zongbo Han, 2022, ArXiv.

DeepAIR: A deep learning framework for effective integration of sequence and 3D structure to enable adaptive immune receptor analysis

Chen Li, J. Rossjohn, Jiangning Song, 2022, bioRxiv.

scBERT as a Large-scale Pretrained Deep Language Model for Cell Type Annotation of Single-cell RNA-seq Data

Junzhou Huang, Fan Yang, Duyu Tang, 2021, bioRxiv.

An Interpretable Multi-Level Enhanced Graph Attention Network for Disease Diagnosis with Gene Expression Data

Hang Li, Junzhou Huang, Fan Yang, 2021, 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

SOTIP is a versatile method for microenvironment modeling with spatial omics data

Juntao Gao, Fan Yang, Minglei Shi, 2022, Nature Communications.