Ran Su

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 60

Top Venues

Briefings Bioinform.

CoRR

Bioinform.

Comput. Biol. Medicine

University of New South Wales, Canbera, Australia (PHD)

Education History

University of New South Wales, Canbera, Australia

PHD

Publications

Ding Wang, Junru Jin, Zhongshen Li, Yu Wang, Mushuang Fan, Sirui Liang, Ran Su, Leyi Wei
StructuralDPPIV: a novel deep learning model based on atom structure for predicting dipeptidyl peptidase-IV inhibitory peptides. Bioinform. 40 (2) (2024)
Qiangguo Jin, Jiapeng Huang, Changming Sun, Hui Cui, Ping Xuan, Ran Su, Leyi Wei, Yu-Jie Wu, Chia-An Wu, Henry B. L. Duh, Yueh-Hsun Lu
Location embedding based pairwise distance learning for fine-grained diagnosis of urinary stones. CoRR (2024)
Qiangguo Jin, Hui Cui, Changming Sun, Yang Song, Jiangbin Zheng, Leilei Cao, Leyi Wei, Ran Su
Inter- and intra-uncertainty based feature aggregation model for semi-supervised histopathology image segmentation. CoRR (2024)
Haoyu Gong, Qian Sun, Chenrong Fang, Le Sun, Ran Su
TreeDetector: Using Deep Learning for the Localization and Reconstruction of Urban Trees from High-Resolution Remote Sensing Images. Remote. Sens. 16 (3) (2024)
Qiangguo Jin, Hui Cui, Changming Sun, Yang Song, Jiangbin Zheng, Leilei Cao, Leyi Wei, Ran Su
Inter- and intra-uncertainty based feature aggregation model for semi-supervised histopathology image segmentation. Expert Syst. Appl. 238 (Part E) (2024)
Ran Su, Jingyi Han, Changming Sun, Degan Zhang, Jie Geng, Ping Wang, Xiaoyan Zeng
Prediction of anti-cancer drug synergy based on cross-matching network and cancer molecular subtypes. Comput. Biol. Medicine 175 (2024)
Siqi Chen, Jianing Zhao, Kai Zhao, Gerhard Weiss, Fengyun Zhang, Ran Su, Yang Dong, Daqian Li, Kaiyou Lei
ANOTO: Improving Automated Negotiation via Offline-to-Online Reinforcement Learning. AAMAS (2024)
Fengyun Zhang, Jie Geng, De-Gan Zhang, Jinglong Gui, Ran Su
Prediction of cancer recurrence based on compact graphs of whole slide images. Comput. Biol. Medicine 167 (2023)
Siqi Chen, Jianing Zhao, Gerhard Weiss, Ran Su, Kaiyou Lei
An effective negotiating agent framework based on deep offline reinforcement learning. UAI (2023)
Qiangguo Jin, Changjiang Zou, Hui Cui, Changming Sun, Shu-Wei Huang, Yi-Jie Kuo, Ping Xuan, Leilei Cao, Ran Su, Leyi Wei, Henry B. L. Duh, Yu-Pin Chen
Multi-modality Contrastive Learning for Sarcopenia Screening from Hip X-rays and Clinical Information. MICCAI (6) (2023)
Qiangguo Jin, Hui Cui, Changming Sun, Jiapeng Huang, Ping Xuan, Yiyue Xu, Linlin Wang, Leilei Cao, Leyi Wei, Ran Su
Shape-aware contrastive deep supervision for esophageal tumor segmentation from CT scans. BIBM (2023)
Qingxin Wei, Ruheng Wang, Yi Jiang, Leyi Wei, Yu Sun, Jie Geng, Ran Su
ConPep: Prediction of peptide contact maps with pre-trained biological language model and multi-view feature extracting strategy. Comput. Biol. Medicine 167 (2023)
Gaochao Song, Qian Sun, Luo Zhang, Ran Su, Jianfeng Shi, Ying He
OPE-SR: Orthogonal Position Encoding for Designing a Parameter-free Upsampling Module in Arbitrary-scale Image Super-Resolution. CVPR (2023)
Gaochao Song, Luo Zhang, Ran Su, Jianfeng Shi, Ying He, Qian Sun
OPE-SR: Orthogonal Position Encoding for Designing a Parameter-free Upsampling Module in Arbitrary-scale Image Super-Resolution. CoRR (2023)
Qiangguo Jin, Hui Cui, Changming Sun, Jiangbin Zheng, Leyi Wei, Zhenyu Fang, Zhaopeng Meng, Ran Su
Semi-supervised Histological Image Segmentation via Hierarchical Consistency Enforcement. MICCAI (2) (2022)
Siqi Chen, Qisong Sun, Ran Su
An Intelligent Chatbot for Negotiation Dialogues. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta (2022)
Ran Su, Yingying Zhu, Quan Zou, Leyi Wei
Distant metastasis identification based on optimized graph representation of gene interaction patterns. Briefings Bioinform. 23 (1) (2022)
Tianling Liu, Ran Su, Changming Sun, Xiuting Li, Leyi Wei
EOCSA: Predicting prognosis of Epithelial ovarian cancer with whole slide histopathological images. Expert Syst. Appl. 206 (2022)
Chao Pang, Yu Wang, Yi Jiang, Ruheng Wang, Ran Su, Leyi Wei
Multi-view deep learning based molecule design and structural optimization accelerates the SARS-CoV-2 inhibitor discovery. CoRR (2022)
Ran Su, Yixuan Huang, De-gan Zhang, Guobao Xiao, Leyi Wei
SRDFM: Siamese Response Deep Factorization Machine to improve anti-cancer drug recommendation. Briefings Bioinform. 23 (2) (2022)
Ran Su, Haitang Yang, Leyi Wei, Siqi Chen, Quan Zou
A multi-label learning model for predicting drug-induced pathology in multi-organ based on toxicogenomics data. PLoS Comput. Biol. 18 (9) (2022)
Wenjia He, Yi Jiang, Junru Jin, Zhongshen Li, Jiaojiao Zhao, Balachandran Manavalan, Ran Su, Xin Gao, Leyi Wei
Accelerating bioactive peptide discovery via mutual information-based meta-learning. Briefings Bioinform. 23 (1) (2022)
Tianling Liu, Ran Su, Changming Sun, Xiuting Li, Leyi Wei
EOCSA: Predicting Prognosis of Epithelial Ovarian Cancer with Whole Slide Histopathological Images. CoRR (2022)
Fanfan Zhu, Bingke Zhu, Ran Su, Jingxin Chen
Discussion on the Curriculum of Information Resource Management in Medical Colleges under the "New Engineering". IMMS (2021)
Wenjia He, Yu Wang, Lizhen Cui, Ran Su, Leyi Wei
Learning embedding features based on multisense-scaled attention architecture to improve the predictive performance of anticancer peptides. Bioinform. 37 (24) (2021)
Ran Su, Huichen Wu, Xinyi Liu, Leyi Wei
Predicting drug-induced hepatotoxicity based on biological feature maps and diverse classification strategies. Briefings Bioinform. 22 (1) (2021)
Qiangguo Jin, Hui Cui, Changming Sun, Zhaopeng Meng, Ran Su
Free-form tumor synthesis in computed tomography images via richer generative adversarial network. CoRR (2021)
Ran Su, Xiaoying Liu, Qiangguo Jin, Xiaofeng Liu, Leyi Wei
Identification of glioblastoma molecular subtype and prognosis based on deep MRI features. Knowl. Based Syst. 232 (2021)
Leyi Wei, Wenjia He, Adeel Malik, Ran Su, Lizhen Cui, Balachandran Manavalan
Computational prediction and interpretation of cell-specific replication origin sites from multiple eukaryotes by exploiting stacking framework. Briefings Bioinform. 22 (4) (2021)
Qiangguo Jin, Hui Cui, Changming Sun, Zhaopeng Meng, Leyi Wei, Ran Su
Domain adaptation based self-correction model for COVID-19 infection segmentation in CT images. Expert Syst. Appl. 176 (2021)
Jin Liu, Ran Su, Jiahang Zhang, Leyi Wei
Classification and gene selection of triple-negative breast cancer subtype embedding gene connectivity matrix in deep neural network. Briefings Bioinform. 22 (5) (2021)
Xiao Cao, Wenjia He, Zitan Chen, Yifan Li, Kexin Wang, Hongbo Zhang, Lesong Wei, Lizhen Cui, Ran Su, Leyi Wei
PSSP-MVIRT: peptide secondary structure prediction based on a multi-view deep learning architecture. Briefings Bioinform. 22 (6) (2021)
Qiangguo Jin, Hui Cui, Changming Sun, Zhaopeng Meng, Leyi Wei, Ran Su
Domain adaptation based self-correction model for COVID-19 infection segmentation in CT images. CoRR (2021)
Ran Su, Linlin He, Tianling Liu, Xiaofeng Liu, Leyi Wei
Protein subcellular localization based on deep image features and criterion learning strategy. Briefings Bioinform. 22 (4) (2021)
Qiangguo Jin, Hui Cui, Changming Sun, Zhaopeng Meng, Ran Su
Free-form tumor synthesis in computed tomography images via richer generative adversarial network. Knowl. Based Syst. 218 (2021)
Chichi Dai, Pengmian Feng, Lizhen Cui, Ran Su, Wei Chen, Leyi Wei
Iterative feature representation algorithm to improve the predictive performance of N7-methylguanosine sites. Briefings Bioinform. 22 (4) (2021)
Qiangguo Jin, Hui Cui, Changming Sun, Zhaopeng Meng, Ran Su
Cascade knowledge diffusion network for skin lesion diagnosis and segmentation. Appl. Soft Comput. 99 (2021)
Ran Su, Jie Hu, Quan Zou, Balachandran Manavalan, Leyi Wei
Empirical comparison and analysis of web-based cell-penetrating peptide prediction tools. Briefings Bioinform. 21 (2) (2020)
Cheng Xu, Ran Su, Yulin Chen, Shihong Duan
Towards Human Motion Tracking: An Open-source Platform based on Multi-sensory Fusion Methods. SMC (2020)
Shihong Duan, Ran Su, Cheng Xu, Yulin Chen, Jie He
Ultra-Wideband Radio Channel Characteristics for Near-Ground Swarm Robots Communication. IEEE Trans. Wirel. Commun. 19 (7) (2020)
Ran Su, Jiahang Zhang, Xiaofeng Liu, Leyi Wei
Identification of expression signatures for non-small-cell lung carcinoma subtype classification. Bioinform. 36 (2) (2020)
Bing Rao, Chen Zhou, Guoying Zhang, Ran Su, Leyi Wei
ACPred-Fuse: fusing multi-view information improves the prediction of anticancer peptides. Briefings Bioinform. 21 (5) (2020)
Ran Su, Tianling Liu, Changming Sun, Qiangguo Jin, Rachid Jennane, Leyi Wei
Fusing convolutional neural network features with hand-crafted features for osteoporosis diagnoses. Neurocomputing 385 (2020)
Xiaoli Qiang, Chen Zhou, Xiucai Ye, Pufeng Du, Ran Su, Leyi Wei
CPPred-FL: a sequence-based predictor for large-scale identification of cell-penetrating peptides by feature representation learning. Briefings Bioinform. 21 (1) (2020)
Ran Su, Xinyi Liu, Leyi Wei
MinE-RFE: determine the optimal subset from RFE by minimizing the subset-accuracy-defined energy. Briefings Bioinform. 21 (2) (2020)
Leyi Wei, Jie Hu, Fuyi Li, Jiangning Song, Ran Su, Quan Zou
Comparative analysis and prediction of quorum-sensing peptides using feature representation learning and machine learning algorithms. Briefings Bioinform. 21 (1) (2020)
Qiangguo Jin, Qi Chen, Zhaopeng Meng, Bing Wang, Ran Su
Construction of Retinal Vessel Segmentation Models Based on Convolutional Neural Network. Neural Process. Lett. 52 (2) (2020)
Ran Su, Xinyi Liu, Guobao Xiao, Leyi Wei
Meta-GDBP: a high-level stacked regression model to improve anticancer drug response prediction. Briefings Bioinform. 21 (3) (2020)
Leyi Wei, Shasha Luan, Luis Augusto Eijy Nagai, Ran Su, Quan Zou
Exploring sequence-based features for the improved prediction of DNA N4-methylcytosine sites in multiple species. Bioinform. 35 (8) (2019)
Ran Su, Huichen Wu, Bo Xu, Xiaofeng Liu, Leyi Wei
Developing a Multi-Dose Computational Model for Drug-Induced Hepatotoxicity Prediction Based on Toxicogenomics Data. IEEE ACM Trans. Comput. Biol. Bioinform. 16 (4) (2019)
Leyi Wei, Chen Zhou, Ran Su, Quan Zou
PEPred-Suite: improved and robust prediction of therapeutic peptides using adaptive feature representation learning. Bioinform. 35 (21) (2019)
Leyi Wei, Ran Su, Bing Wang, Xiuting Li, Quan Zou, Xing Gao
-methyladenosine sites. Neurocomputing 324 (2019)
Qiangguo Jin, Zhaopeng Meng, Tuan D. Pham, Qi Chen, Leyi Wei, Ran Su
DUNet: A deformable network for retinal vessel segmentation. Knowl. Based Syst. 178 (2019)
Leyi Wei, Ran Su, Shasha Luan, Zhijun Liao, Balachandran Manavalan, Quan Zou, Xiaolong Shi
Iterative feature representations improve N4-methylcytosine site prediction. Bioinform. 35 (23) (2019)
Qiangguo Jin, Zhao-Peng Meng, Changming Sun, Leyi Wei, Ran Su
RA-UNet: A hybrid deep attention-aware network to extract liver and tumor in CT scans. CoRR (2018)
Leyi Wei, Yijie Ding, Ran Su, Jijun Tang, Quan Zou
Prediction of human protein subcellular localization using deep learning. J. Parallel Distributed Comput. 117 (2018)
Ran Su, Weijun Chen, Leyi Wei, Xiuting Li, Qiangguo Jin, Wenyuan Tao
Encoded Texture Features to Characterize Bone Radiograph Images. ICPR (2018)
Leyi Wei, Chen Zhou, Huangrong Chen, Jiangning Song, Ran Su
ACPred-FL: a sequence-based predictor using effective feature representation to improve the prediction of anti-cancer peptides. Bioinform. 34 (23) (2018)
Qiangguo Jin, Zhao-Peng Meng, Tuan D. Pham, Qi Chen, Leyi Wei, Ran Su
DUNet: A deformable network for retinal vessel segmentation. CoRR (2018)
Leyi Wei, Pengwei Xing, Jian-Cang Zeng, Jin-Xiu Chen, Ran Su, Fei Guo
Improved prediction of protein-protein interactions using novel negative samples, features, and an ensemble classifier. Artif. Intell. Medicine 83 (2017)
Ran Su, Changming Sun, Chao Zhang, Tuan D. Pham
A novel method for dendritic spines detection based on directional morphological filter and shortest path. Comput. Medical Imaging Graph. 38 (8) (2014)
Ran Su, Yao Li, Daniele Zink, Lit-Hsin Loo
Supervised prediction of drug-induced nephrotoxicity based on interleukin-6 and -8 expression levels. BMC Bioinform. 15 (S-16) (2014)
Ran Su, Changming Sun, Chao Zhang, Tuan D. Pham
A new method for linear feature and junction enhancement in 2D images based on morphological operation, oriented anisotropic Gaussian function and Hessian information. Pattern Recognit. 47 (10) (2014)
Chao Zhang, Changming Sun, Rhonda Davey, Ran Su, Leanne Bischof, Pascal Vallotton, David Lovell, Shelly Hope, Sigrid A. Lehnert, Tuan D. Pham
Tubule detection in testis images using boundary weighting and circular shortest path. EMBC (2013)
Ran Su, Changming Sun, Tuan D. Pham
Junction detection for linear structures based on Hessian, correlation and shape information. Pattern Recognit. 45 (10) (2012)
Ran Su, Changming Sun, Chao Zhang, Tuan D. Pham
Linear feature enhancement based on morphological operation and Gabor function. IVCNZ (2012)
Ran Su, Changming Sun, Tuan D. Pham
Dendritic spines detection based on directional morphological filter and shortest path. EMBC (2012)
Chao Zhang, Changming Sun, Ran Su, Tuan D. Pham
Segmentation of clustered nuclei based on curvature weighting. IVCNZ (2012)

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Publication Activity (10 Years)

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Ran Su