Ran's Lab
Ran's Lab
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Qiangguo Jin
,
Hui Cui
,
Changming Sun
,
Zhaopeng Meng
,
Ran Su*
(2021).
Free-form tumor synthesis in computed tomography images via richer generative adversarial network
. In
Knowledge-Based Systems
.
Qiangguo Jin
,
Zhaopeng Meng
,
Changming Sun
,
Hui Cui
,
Ran Su*
(2020).
RA-UNet: A Hybrid Deep Attention-Aware Network to Extract Liver and Tumor in CT Scans
. In
Frontiers in Bioengineering and Biotechnology
.
Jin Liu
,
Ran Su*
,
Jiahang Zhang
,
Leyi Wei*
(2020).
Classification and gene selection of Triple negative breast cancer subtype embedding gene connectivity matrix in deep neural network
. In
Briefings in Bioinformatics
.
Qiangguo Jin
,
Hui Cui
,
Changming Sun
,
Zhaopeng Meng
,
Ran Su*
(2020).
Cascade knowledge diffusion network for skin lesion diagnosis and segmentation
. In
Applied Soft Computing
.
Ran Su*
,
Linlin He
,
Tianling Liu
,
Xiaofeng Liu
,
Leyi Wei*
(2020).
Protein subcellular localization based on deep image features and criterion learning strategy
. In
Briefings in Bioinformatics
.
Qi Chen
,
Zhaopeng Meng
,
Ran Su*
(2020).
WERFE: A Gene Selection Algorithm Based on Recursive Feature Elimination and Ensemble Strategy
. In
Frontiers in Bioengineering and Biotechnology
.
Yuan Liu
,
Dasheng Chen
,
Ran Su*
,
Wei Chen*
,
Leyi Wei*
(2020).
iRNA5hmC: The First Predictor to Identify RNA 5-Hydroxymethylcytosine Modifications Using Machine Learning
. In
Frontiers in Bioengineering and Biotechnology
.
Chichi Dai
,
Pengmian Feng
,
Lizhen Cui
,
Ran Su*
,
Wei Chen*
,
Leyi Wei*
(2020).
Iterative feature representation algorithm to improve the predictive performance of N 7 -methylguanosine sites
. In
Briefings in Bioinformatics
.
Ran Su*
,
Huichen Wu
,
Xinyi Liu
,
Leyi Wei*
(2019).
Predicting drug-induced hepatotoxicity based on biological feature maps and diverse classification strategies
. In
Briefings in Bioinformatics
.
Ran Su*
,
Tianling Liu
,
Changming Sun
,
Qiangguo Jin
,
Rachid Jennane
,
Leyi Wei*
(2019).
Fusing convolutional neural network features with hand-crafted features for osteoporosis diagnoses
. In
Neurocomputing
.
Bing Rao
,
Chen Zhou
,
Guoying Zhang*
,
Ran Su*
,
Leyi Wei*
(2019).
ACPred-Fuse: fusing multi-view information improves the prediction of anticancer peptides
. In
Briefings in Bioinformatics
.
Ran Su*
,
Huichen Wu
,
Bo Xu
,
Xiaofeng Liu
,
Leyi Wei*
(2019).
Developing a Multi-Dose Computational Model for Drug-induced Hepatotoxicity Prediction based on Toxicogenomics Data
. In
IEEE/ACM Transactions on Computational Biology and Bioinformatics
.
Ran Su*
,
Jiahang Zhang
,
Xiaofeng Liu
,
Leyi Wei*
(2019).
Identification of expression signatures for non-small-cell lung carcinoma subtype classification
. In
Bioinformatics
.
Leyi Wei#
,
Ran Su#
,
Shasha Luan
,
Zhijun Liao
,
Balachandran Manavalan*
,
Quan Zou*
,
Xiaolong Shi*
(2019).
Iterative feature representations improve N4-methylcytosine site prediction
. In
Bioinformatics
.
Qiangguo Jin
,
Zhaopeng Meng
,
Tuan D. Pham b
,
Qi Chen
,
Leyi Wei*
,
Ran Su*
(2019).
DUNet A deformable network for retinal vessel segmentation
. In
Knowledge-Based Systems
.
Junting Zhao
,
Zhaopeng Meng
,
Leyi Wei*
,
Changming Sun
,
Quan Zou*
,
Ran Su*
(2019).
Supervised Brain Tumor Segmentation Based on Gradient and Context-Sensitive Features
. In
Frontiers in Neuroscience
.
Ran Su*
,
Xinyi Liu
,
Leyi Wei*
,
Quan Zou*
(2019).
Deep-Resp-Forest: A deep forest model to predict anti-cancer drug response
. In
Methods
.
Ran Su*
,
Jie Hu
,
Quan Zou*
,
Balachandran Manavalan*
,
Leyi Wei*
(2019).
Empirical comparison and analysis of web-based cell-penetrating peptide prediction tools
. In
Briefings in Bioinformatics
.
Xiaoli Qiang
,
Huangrong Chen
,
Xiucai Ye
,
Ran Su*
,
Leyi Wei*
(2018).
M6AMRFS: Robust Prediction of N6-Methyladenosine Sites With Sequence-Based Features in Multiple Species
. In
Frontiers in Bioengineering and Biotechnology
.
Leyi Wei*
,
Shasha Luan
,
Luis Augusto Eijy Nagai
,
Ran Su*
,
Quan Zou*
(2018).
Exploring sequence-based features for the improved prediction of DNA N4-methylcytosine sites in multiple species
. In
Bioinformatics
.
Ran Su*
,
Weijun Chen
,
Leyi Wei*
,
Xiuting Li
,
Qiangguo Jin
,
Wenyuan Tao*
(2018).
Encoded Texture Features to Characterize Bone Radiograph Images
. In
2018 24th International Conference on Pattern Recognition (ICPR)
.
Leyi Wei*
,
Huangrong Chen
,
Ran Su*
(2018).
M6APred-EL: A Sequence-Based Predictor for Identifying N6-methyladenosine Sites Using Ensemble Learning
. In
Molecular Therapy Nucleic Acids
.
Qi Chen
,
Zhaopeng Meng
,
Xinyi Liu
,
Qianguo Jin
,
Ran Su*
(2018).
Decision Variants for the Automatic Determination of Optimal Feature Subset in RF-RFE
. In
genes
.
Leyi Wei*
,
Ran Su*
,
Bing Wang
,
Xiuting Li
,
Quan Zou*
,
Xing Gao*
(2018).
Integration of deep feature representations and handcrafted features to improve the prediction of N6-methyladenosine sites
. In
Neurocomputing
.
Leyi Wei*
,
Chen Zhou
,
Huangrong Chen
,
Jiangning Song*
,
Ran Su*
(2018).
ACPred-FL: a sequence-based predictor using effective feature representation to improve the prediction of anti-cancer peptides
. In
Bioinformatics
.
Leyi Wei*
,
Yijie Ding
,
Ran Su*
,
Jijun Tang
,
Quan Zou*
(2017).
Prediction of human protein subcellular localization using deep learning
. In
Journal of Parallel and Distributed Computing
.
Leyi Wei*
,
Pengwei Xing
,
Jiancang Zeng
,
JinXiu Chen
,
Ran Su*
,
Fei Guo*
(2017).
Improved prediction of protein-protein interactions using novelnegative samples, features, and an ensemble classifier
. In
Artificial Intelligence in Medicine
.
Leyi Wei*
,
Chen Zhou
,
Ran Su*
,
Quan Zou*
(2017).
PEPred-Suite: improved and robust prediction of therapeutic peptides using adaptive feature representation learning
. In
Bioinformatics
.
Ran Su*
,
Xinyi Liu
,
Leyi Wei*
(2017).
MinE-RFE: determine the optimal subset from RFE by minimizing the subset-accuracy–defined energy
. In
Briefings in Bioinformatics
.
苏苒
,
Xinyi Liu
,
Guobao Xiao*
,
Leyi Wei*
(2017).
Meta-GDBP: a high-level stacked regression model to improve anticancer drug response prediction
. In
Briefings in Bioinformatics
.
Ran Su*
,
Yao Li
,
Daniele Zink
,
Lit-Hsin Loo*
(2014).
Supervised prediction of drug-induced nephrotoxicity based on interleukin-6 and -8 expression levels
. In
BMC Bioinformatics
.
Ran Su*
,
Changming Sun
,
Chao Zhang
,
Tuan D. Pham
(2014).
A novel method for dendritic spines detection based on directional morphological filter and shortest path
. In
Computerized Medical Imaging & Graphics
.
Ran Su*
,
Changming Sun
,
Chao Zhang
,
Tuan D. Pham
(2014).
A new method for linear feature and junction enhancement in 2D images based on morphological operation, oriented anisotropic Gaussian function and Hessian information
. In
Pattern Recognition
.
Ran Su*
,
Changming Sun
,
Tuan D. Pham c
(2012).
Junction detection for linear structures based on Hessian, correlation and shape information
. In
Pattern Recognition
.
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