Wenkai Han - Publications, H-index & Citations

Wenkai Han

Broad Institute of MIT and Harvard

15H指数

35论文数

830被引数

收录论文 16

发表时间

Unify learns cellular evolution with universal multimodal embeddings 统一学习细胞进化与通用多模态嵌入

Nature Communications

IF15.7

2026-07-31

OAAI

Huawen Zhong; Wenkai Han; Guoxin Cui; David Gomez-Cabrero; Jesper Tegner; Xin Gao; Manuel Aranda

Dynamic Task Planning for Multi-Arm Apple-Harvesting Robots Using LSTM-PPO Reinforcement Learning Algorithm

AGRICULTURE-BASEL

IF3.6

2025-03-10

OAAI

Guo, Zhengwei; Fu, Heng; Wu, Jiahao; Han, Wenkai; Huang, Wenlei; Zheng, Wengang; Li, Tao

Design of and Experiment with a Dual-Arm Apple Harvesting Robot System 双臂苹果采摘机器人系统设计与试验

HORTICULTURAE

IF3

2024-11-28

OAAI

Huang, Wenlei; Miao, Zhonghua; Wu, Tao; Guo, Zhengwei; Han, Wenkai; Li, Tao

SGW-YOLOv8n: An Improved YOLOv8n-Based Model for Apple Detection and Segmentation in Complex Orchard Environments

AGRICULTURE-BASEL

IF3.6

2024-10-31

OAAI

Wu, Tao; Miao, Zhonghua; Huang, Wenlei; Han, Wenkai; Guo, Zhengwei; Li, Tao

DMSS: An Attention-Based Deep Learning Model for High-Quality Mass Spectrometry Prediction

BIG DATA MINING AND ANALYTICS

IF6.2

2024-09-01

OAAI

Ren, Yihui; Wang, Yu; Han, Wenkai; Huang, Yikang; Hou, Xiaoyang; Zhang, Chunming; Bu, Dongbo; Gao, Xin; Sun, Shiwei

SANTO: a coarse-to-fine alignment and stitching method for spatial omics SANTO: 一种用于空间组学的从粗到细的对齐和拼接方法

NATURE COMMUNICATIONS

IF15.7

2024-07-18

OAAI

Li, Haoyang; Lin, Yingxin; He, Wenjia; Han, Wenkai; Xu, Xiaopeng; Xu, Chencheng; Gao, Elva; Zhao, Hongyu; Gao, Xin

PPML-Omics: A privacy-preserving federated machine learning method protects patients' privacy in omic data

SCIENCE ADVANCES

IF12.5

2024-02-02

OAAI

Zhou, Juexiao; Chen, Siyuan; Wu, Yulian; Li, Haoyang; Zhang, Bin; Zhou, Longxi; Hu, Yan; Xiang, Zihang; Li, Zhongxiao; Chen, Ningning; Han, Wenkai; Xu, Chencheng; Wang, Di; Gao, Xin

Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMI 使用pppml-hmi进行个性化和隐私保护的联合异构医学图像分析

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2024-02-01

OAAI

Zhou, Juexiao; Zhou, Longxi; Wang, Di; Xu, Xiaopeng; Li, Haoyang; Chu, Yuetan; Han, Wenkai; Gao, Xin

Predicting the antigenic evolution of SARS-COV-2 with deep learning 基于深度学习的SARS-COV-2抗原进化预测

NATURE COMMUNICATIONS

IF15.7

2023-06-13

OAAI

Han, Wenkai; Chen, Ningning; Xu, Xinzhou; Sahil, Adil; Zhou, Juexiao; Li, Zhongxiao; Zhong, Huawen; Gao, Elva; Zhang, Ruochi; Wang, Yu; Sun, Shiwei; Cheung, Peter Pak-Hang; Gao, Xin

Applications of deep learning in understanding gene regulation

CELL REPORTS METHODS

IF4.5

2023-01-01

OAAI

Li, Zhongxiao; Gao, Elva; Zhou, Juexiao; Han, Wenkai; Xu, Xiaopeng; Gao, Xin

Annotating TSSs in Multiple Cell Types Based on DNA Sequence and RNA-seq Data via DeeReCT-TSS

GENOMICS PROTEOMICS & BIOINFORMATICS

IF7.9

2022-12-15

OAAI

Zhou, Juexiao; Zhang, Bin; Li, Haoyang; Zhou, Longxi; Li, Zhongxiao; Long, Yongkang; Han, Wenkai; Wang, Mengran; Cui, Huanhuan; Li, Jingjing; Chen, Wei; Gao, Xin

Self-supervised contrastive learning for integrative single cell RNA-seq data analysis 用于整合单细胞rna-seq数据分析的自监督对比学习

BRIEFINGS IN BIOINFORMATICS

IF7.7

2022-09-10

OAAI

Han, Wenkai; Cheng, Yuqi; Chen, Jiayang; Zhong, Huawen; Hu, Zhihang; Chen, Siyuan; Zong, Licheng; Hong, Liang; Chan, Ting-Fung; King, Irwin; Gao, Xin; Li, Yu

3D Multi-Object Tracking in Point Clouds Based on Prediction Confidence-Guided Data Association 基于预测置信度引导数据关联的点云三维多目标跟踪

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2022-06-01

PREAI

Wu, Hai; Han, Wenkai; Wen, Chenglu; Li, Xin; Wang, Cheng

BLNet: Bidirectional learning network for point clouds

COMPUTATIONAL VISUAL MEDIA

IF18.3

2022-03-06

OAAI

Han, Wenkai; Wu, Hai; Wen, Chenglu; Wang, Cheng; Li, Xin

HMD-ARG: hierarchical multi-task deep learning for annotating antibiotic resistance genes Hmd-arg: 用于注释抗生素抗性基因的分层多任务深度学习

MICROBIOME

IF12.7

2021-02-08

OAAI

Li, Yu; Xu, Zeling; Han, Wenkai; Cao, Huiluo; Umarov, Ramzan; Yan, Aixin; Fan, Ming; Chen, Huan; Duarte, Carlos M.; Li, Lihua; Ho, Pak-Leung; Gao, Xin

Recessive, Deleterious Variants in SMG8 Expand the Role of Nonsense-Mediated Decay in Developmental Disorders in Humans

AMERICAN JOURNAL OF HUMAN GENETICS

IF8.1

2020-12-01

OAAI

Alzahrani, Fatema; Kuwahara, Hiroyuki; Long, Yongkang; Al-Owain, Mohammed; Tohary, Mohamed; AlSayed, Moeenaldeen; Mahnashi, Mohammed; Fathi, Lana; Alnemer, Maha; Al-Hamed, Mohamed H.; Lemire, Gabrielle; Boycott, Kym M.; Hashem, Mais; Han, Wenkai; Al-Maawali, Almundher; Al Mahrizi, Feisal; Al-Thihli, Khalid; Gao, Xin; Alkuraya, Fowzan S.

研究方向