梁莹 (Ying Liang)

jiangxi agricultural university副教授

H指数:28

被引数:2,728

个人简介

任职于江西农业大学，副教授，硕士生导师，教育部学位中心学位论文评审专家，担任多个SCI期刊审稿人。计算机科学与技术专业博士。2022年度江西农业大学先进工作者。研究方向为深度学习方法及其在生物信息学中的应用。主讲《生物信息学》《数据结构》《Python语言编程》等课程。以第一（通讯）作者发表SCI论文10余篇，独撰专著1部，主持国家自然科学基金1项。

教育背景

暂无内容

工作经历

暂无内容

荣誉奖项

江西农业大学先进工作者（2022）｜江西农业大学

MAVS:Matrix-Based Attention-Guided Variable Separation and Spectral Clustering for Cancer Subtype Identification

基于矩阵的注意力引导变量分离与谱聚类用于癌症亚型识别

IEEE Transactions on Big Data

IF5.7

2026-08-010

PRE

Evaluating the diagnostic efficacy of a 4-marker serum panel for hepatitis B virus-related hepatocellular carcinoma

评估4种标志物血清组合对乙型肝炎病毒相关肝细胞癌的诊断效能

Laboratory Medicine

IF1

2026-05-010

PRE

Neural network-aided unsupervised input function estimation for dual-time-window PET Patlak analysis

神经网络辅助的双时间窗PET Patlak分析的无人监督输入函数估计

EJNMMI Physics

IF3.2

2025-12-080

Integrated single-cell and bulk RNA-seq analysis reveals prognostic stemness genes in leiomyosarcoma

整合单细胞与bulk RNA-seq分析揭示了子宫平滑肌肉瘤中的预后干性基因

Frontiers in Oncology

IF3.3

2025-09-020

Comparison of PRISm phenotypes on cardiovascular disease risk and spirometry trajectory: A large prospective cohort study

PRISm表型在心血管疾病风险和肺功能轨迹中的比较：一项大型前瞻性队列研究

RESPIRATORY MEDICINE

IF3.1

2025-07-010

PRE

An interpretable machine learning model based on optimal feature selection for identifying CT abnormalities in patients with mild traumatic brain injury

一种基于最优特征选择的可解释机器学习模型，用于识别轻度创伤性脑损伤患者的CT异常。

ECLINICALMEDICINE

IF10

2025-04-010

OAAI

Collaborative sensing optimization layout model of heterogeneous sensors under urban flooding environment

城市洪涝环境下异构传感器协同感知优化布局模型

JOURNAL OF HYDROLOGY

IF6.3

2025-04-010

PRE

A foundation model for generalizable cancer diagnosis and survival prediction from histopathological images

一种基于组织病理图像的泛化癌症诊断与生存预测基础模型

NATURE COMMUNICATIONS

IF15.7

2025-03-100

MGFmiRNAloc: Predicting miRNA Subcellular Localization Using Molecular Graph Feature and Convolutional Block Attention Module

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2024-09-011

PRE

Correlation of lipid metabolism with RAS/RAF status and prognosis in colorectal cancer

ANNALS OF ONCOLOGY

IF65.4

2024-06-010

PRE

Profiling the Bioactive Compounds in Broccoli Heads with Varying Organ Sizes and Growing Seasons

PLANTS-BASEL

IF4.1

2024-05-111

OAAI

Thalassemia caused by complex large fragment rearrangements

QJM-AN INTERNATIONAL JOURNAL OF MEDICINE

IF6.4

2024-05-020

GR-m6A: Prediction of N6-methyladenosine sites in mammals with molecular graph and residual network✩

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2023-09-013

PRE

CRBSP:Prediction of CircRNA-RBP Binding Sites Based on Multimodal Intermediate Fusion

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2023-09-015

PRE

USP48 alleviates bone cancer pain and regulates MrgC stabilization in spinal cord neurons of male mice

EUROPEAN JOURNAL OF PAIN

IF3.4

2023-03-153

PRE

CapsNet-LDA: predicting IncRNA-disease associations using attention mechanism and capsule network based on multi -view data

Capsnet-lda: 基于多视角数据的注意力机制和胶囊网络预测IncRNA-疾病关联

BRIEFINGS IN BIOINFORMATICS

IF7.7

2022-12-1218

PRE

Eribulin combined with anlotinib for patients with HER2-negative metastatic breast cancer: A single-arm, multicenter, phase II study

ANNALS OF ONCOLOGY

IF65.4

2022-09-010

OAAI

A decision support system based on multi-sources information to predict piRNA-disease associations using stacked autoencoder

SOFT COMPUTING

IF2.5

2022-08-093

PRE

Prediction for Origin-Destination Distribution of Dockless Shared Bicycles: A Case Study in Nanjing City

FRONTIERS IN PUBLIC HEALTH

IF3.4

2022-04-085

OAAI

Association Between Hormone Replacement Therapy and Development of Endometrial Cancer: Results From a Prospective US Cohort Study

FRONTIERS IN MEDICINE

IF3

2022-01-1717

OAAI

研究方向

深度学习方法生物信息学应用生物大数据分析DNA/RNA/蛋白质序列分析体细胞结构变异检测病毒整合检测Seeksv工具lncRNA-疾病关联预测注意力机制胶囊网络bbac531N6-甲基腺苷位点预测分子图残差网络哺乳动物CircRNA-RBP结合位点预测赖氨酸巴豆酰化位点预测25(1):108.miRNA亚细胞定位预测DNA甲基化位点预测DNA2vec多视图注意力图卷积网络集成模型深度学习预测肿瘤组织起源拷贝数变异二元差分进化算法推断肿瘤系统发育树circRNA biogenesis, detection and function癌症基因组多变异模拟器学术专著基于高通量数据的拷贝数变异检测算法及应用循环游离DNA拷贝数变异肿瘤溯源杜鹃花科吊钟花属多倍化系统发育研究发育年龄途径竹类植物开花过程演化面向生物大数据分析的正则化方法及应用研究