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18th ISBRA 2022: Haifa, Israel
- Mukul S. Bansal, Zhipeng Cai
, Serghei Mangul:
Bioinformatics Research and Applications - 18th International Symposium, ISBRA 2022, Haifa, Israel, November 14-17, 2022, Proceedings. Lecture Notes in Computer Science 13760, Springer 2022, ISBN 978-3-031-23197-1 - Ying Wang, Ying-Lian Gao, Juan Wang, Junliang Shang, Jin-Xing Liu:
MLMVFE: A Machine Learning Approach Based on Muli-view Features Extraction for Drug-Disease Associations Prediction. 1-8 - Xiaoshu Zhu, Liyuan Pang, Wei Lan
STgcor: A Distribution-Based Correlation Measurement Method for Spatial Transcriptome Data. 9-18 - Ying Yu, Junwen Duan, Han Jiang, Jian-Xin Wang:
Automatic ICD Coding Based on Multi-granularity Feature Fusion. 19-29 - Tian-Yi Xing, Xiao-Xin Li, Zhi-Jie Chen, Xi-Yu Zheng, Fan Zhang:
Effectively Training MRI Reconstruction Network via Sequentially Using Undersampled k-Space Data with Very Low Frequency Gaps. 30-40 - Shuyue Liu, Junwen Duan, Feng Gong, Hailin Yue, Jianxin Wang:
Fusing Label Relations for Chinese EMR Named Entity Recognition with Machine Reading Comprehension. 41-51 - Meir Goldenberg, Sagi Snir, Adi Akavia
Private Epigenetic PaceMaker Detector Using Homomorphic Encryption - Extended Abstract. 52-61 - Xiaobo Li, Yijia Zhang, Xingwang Li, Jian Wang, Mingyu Lu:
NIDN: Medical Code Assignment via Note-Code Interaction Denoising Network. 62-74 - Yu Sheng, Shengyi Yang, Huirong Hu, Guihua Duan:
Research on the Prediction Method of Disease Classification Based on Imaging Features. 75-87 - Bokai Yang, Ying Nan Zuo, Shunxiang Yang, Genqiang Deng, Suisong Zhu, Yunpeng Cai:
M-US-EMRs: A Multi-modal Data Fusion Method of Ultrasonic Images and Electronic Medical Records Used for Screening of Coronary Heart Disease. 88-99 - Alexsandro Oliveira Alexandrino
Transposition Distance Considering Intergenic Regions for Unbalanced Genomes. 100-113 - Boyan Yordanov, Sara-Jane Dunn, Colin Gravill, Hillel Kugler
An SMT-Based Framework for Reasoning About Discrete Biological Models. 114-125 - Zhen-Chang Wang, Jin-Xing Liu, Junliang Shang, Ling-Yun Dai, Chun-Hou Zheng, Juan Wang:
ARGLRR: An Adjusted Random Walk Graph Regularization Sparse Low-Rank Representation Method for Single-Cell RNA-Sequencing Data Clustering. 126-137 - Dongzheng Hu, Wubin Qu, Fan Tong, Xiangwen Zheng, Jiangyu Li, Dongsheng Zhao:
An Efficient and User-Friendly Software for PCR Primer Design for Detection of Highly Variable Bacteria. 138-147 - Han Li, Feng Li
A Network-Based Voting Method for Identification and Prioritization of Personalized Cancer Driver Genes. 148-158 - Qi Zou
TDCOSR: A Multimodality Fusion Framework for Association Analysis Between Genes and ROIs of Alzheimer's Disease. 159-168 - Abhinandan Panda, Srinivas Pinisetty, Partha S. Roop:
Policy-Based Hypertension Monitoring Using Formal Runtime Verification Monitors. 169-179 - Juntao Deng
Deep Learning-Enhanced MHC-II Presentation Prediction and Peptidome Deconvolution. 180-191 - Haodi Zhang, Chenyu Xu, Peirou Liang, Ke Duan, Hao Ren, Weibin Cheng, Kaishun Wu:
MMLN: Leveraging Domain Knowledge for Multimodal Diagnosis. 192-203 - Njagi Moses Mwaniki, Nadia Pisanti:
Optimal Sequence Alignment to ED-Strings. 204-216 - Peixuan Zhou, Yi-Jia Zhang, Fei Chen, Kuo Pang
Heterogeneous PPI Network Representation Learning for Protein Complex Identification. 217-228 - Arjun Srivatsa, Haoyun Lei, Russell Schwartz:
A Clonal Evolution Simulator for Planning Somatic Evolution Studies. 229-242 - Jiancheng Zhong, Pan Cui, Zuohang Qu, Liuping Wang, Qiu Xiao, Yihong Zhu:
Prediction of Drug-Disease Relationship on Heterogeneous Networks Based on Graph Convolution. 243-254 - Gaik Tamazian
t-SNE Highlights Phylogenetic and Temporal Patterns of SARS-CoV-2 Spike and Nucleocapsid Protein Evolution. 255-262 - Xia Xiao, Xiaoqi Wang, Shengyun Liu, Shaoliang Peng
MPCDDI: A Secure Multiparty Computation-Based Deep Learning Framework for Drug-Drug Interaction Predictions. 263-274 - An Huang, Xiaolan Xie, Xiaoqi Wang, Shaoliang Peng
A Multimodal Data Fusion-Based Deep Learning Approach for Drug-Drug Interaction Prediction. 275-285 - Lei Wang
GNN-Dom: An Unsupervised Method for Protein Domain Partition via Protein Contact Map. 286-294 - Yi Shen, Ying-Lian Gao, Shu-Zhen Li, Boxin Guan, Jin-Xing Liu:
A Locality-Constrained Linear Coding-Based Ensemble Learning Framework for Predicting Potentially Disease-Associated MiRNAs. 295-302 - Da Liu, Yi-Jia Zhang, Ming Yang, Fei Chen, Mingyu Lu:
Gaussian-Enhanced Representation Model for Extracting Protein-Protein Interactions Affected by Mutations. 303-314 - Jingyi Liu
Distance Profiles of Optimal RNA Foldings. 315-329 - Zhenda Xu
2D Photogrammetry Image of Adolescent Idiopathic Scoliosis Screening Using Deep Learning. 330-342 - Xinglong Zhang, Peng Xi, Wenjuan Liu, Shaoliang Peng
EMRShareChain: A Privacy-Preserving EMR Sharing System Model Based on the Consortium Blockchain. 343-355 - Zhichao Wang, Xuelei Li, Jintao Meng, Yi Pan, Yanjie Wei:
Simulating Spiking Neural Networks Based on SW26010pro. 356-368 - Akshay Juyal, Roya Hosseini
Entropy Based Clustering of Viral Sequences. 369-380 - Qian Qiao, Shasha Yuan, Junliang Shang, Jin-Xing Liu:
A Tensor Robust Model Based on Enhanced Tensor Nuclear Norm and Low-Rank Constraint for Multi-view Cancer Genomics Data. 381-388
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