Journal: IEEE/ACM Trans. Comput. Biology Bioinform.

Volume 17, Issue 2

366 -- 375Ziwei Chen, Xiangqi Bai, Liang Ma, Xiawei Wang, Xiuqin Liu, Yuting Liu, Luonan Chen, Lin Wan. A Branch Point on Differentiation Trajectory is the Bifurcating Event Revealed by Dynamical Network Biomarker Analysis of Single-Cell Data
376 -- 389Lihua Zhang, Shihua Zhang. Comparison of Computational Methods for Imputing Single-Cell RNA-Sequencing Data
390 -- 401Feng Li, Lin Gao, Bingbo Wang. Detection of Driver Modules with Rarely Mutated Genes in Cancers
402 -- 410Hao Jiang 0009, Yushan Qiu, Wenpin Hou, Xiaoqing Cheng, Man Yi Yim, Wai-Ki Ching. Drug Side-Effect Profiles Prediction: From Empirical to Structural Risk Minimization
411 -- 421Zhan-Ying Feng, Yong Wang. ELF: Extract Landmark Features By Optimizing Topology Maintenance, Redundancy, and Specificity
422 -- 434Jianing Xi, Ao Li, Minghui Wang. HetRCNA: A Novel Method to Identify Recurrent Copy Number Alternations from Heterogeneous Tumor Samples Based on Matrix Decomposition Framework
435 -- 448Ye Liu, Michael K. Ng, Stephen Wu 0001. Multi-Domain Networks Association for Biological Data Using Block Signed Graph Clustering
449 -- 458Jifan Shi, Juan Zhao, Xiaoping Liu 0002, Luonan Chen, Tiejun Li. Quantifying Direct Dependencies in Biological Networks by Multiscale Association Analysis
459 -- 468Rajan Kapoor, Aniruddha Datta, Chao Sima, Jianping Hua, Rosana Lopes, Michael L. Bittner. A Gaussian Mixture-Model Exploiting Pathway Knowledge for Dissecting Cancer Heterogeneity
469 -- 482Paola Lecca, Angela Re. A Reaction-Based Model of the State Space of Chemical Reaction Systems Enables Efficient Simulations
483 -- 494Kaspar Riesen, Miquel Ferrer, Horst Bunke. Approximate Graph Edit Distance in Quadratic Time
495 -- 505Xiujuan Lei, Xiaoqin Yang, Fang-Xiang Wu. Artificial Fish Swarm Optimization Based Method to Identify Essential Proteins
506 -- 515Rishika Sen, Somnath Tagore, Rajat K. De. ASAPP: Architectural Similarity-Based Automated Pathway Prediction System and Its Application in Host-Pathogen Interactions
516 -- 525Haifen Chen, D. A. K. Maduranga, Piyushkumar A. Mundra, Jie Zheng 0002. Bayesian Data Fusion of Gene Expression and Histone Modification Profiles for Inference of Gene Regulatory Network
526 -- 535Hossein Yazdani, Leo L. Cheng, David C. Christiani, Azam Yazdani. Bounded Fuzzy Possibilistic Method Reveals Information about Lung Cancer through Analysis of Metabolomics
536 -- 546Yujie Li, Heng Huang, Hanbo Chen, Tianming Liu. Deep Neural Networks for In Situ Hybridization Grid Completion and Clustering
547 -- 557Abazar Arabameri, Davud Asemani, Pegah Teymourpour. Detection of Colorectal Carcinoma Based on Microbiota Analysis Using Generalized Regression Neural Networks and Nonlinear Feature Selection
558 -- 565Shengping Yang, Mitchell S. Wachtel, Jiangrong Wu. DFseq: Distribution-Free Method to Detect Differential Gene Expression for RNA-Sequencing Data
566 -- 586Hussain A. Chowdhury, Dhruba Kumar Bhattacharyya, Jugal Kumar Kalita. Differential Expression Analysis of RNA-seq Reads: Overview, Taxonomy, and Tools
587 -- 598Hang Wang, Jianing Xi, Minghui Wang, Ao Li. Dual-Layer Strengthened Collaborative Topic Regression Modeling for Predicting Drug Sensitivity
599 -- 607Lishuang Li, Yang Liu, Meiyue Qin. Extracting Biomedical Events with Parallel Multi-Pooling Convolutional Neural Networks
608 -- 622Aydin Saribudak, Adarsha A. Subick, Na Hyun Kim, Joshua A. Rutta, M. Ümit Uyar. Gene Expressions, Hippocampal Volume Loss, and MMSE Scores in Computation of Progression and Pharmacologic Therapy Effects for Alzheimer's Disease
623 -- 634Qiu Xiao, Jiawei Luo, Cheng Liang, Guanghui Li 0003, Jie Cai, Pingjian Ding, Ying Liu 0027. Identifying lncRNA and mRNA Co-Expression Modules from Matched Expression Data in Ovarian Cancer
635 -- 646Ali Karimnezhad, David R. Bickel. Incorporating Prior Knowledge about Genetic Variants into the Analysis of Genetic Association Data: An Empirical Bayes Approach
647 -- 656Rongrong Zhang, Ming Hu, Yu Zhu, Zhaohui S. Qin, Ke Deng, Jun S. Liu. Inferring Spatial Organization of Individual Topologically Associated Domains via Piecewise Helical Model
657 -- 667Zhen Cao, Shihua Zhang. Probe Efficient Feature Representation of Gapped K-mer Frequency Vectors from Sequences Using Deep Neural Networks
668 -- 678Paul Fergus, Casimiro Aday Curbelo Montañez, Basma Abdulaimma, Paulo Lisboa, Carl Chalmers, Beth Pineles. Utilizing Deep Learning and Genome Wide Association Studies for Epistatic-Driven Preterm Birth Classification in African-American Women
679 -- 689Qinhu Zhang, Lin Zhu 0008, Wenzheng Bao, De-Shuang Huang. Weakly-Supervised Convolutional Neural Network Architecture for Predicting Protein-DNA Binding
690 -- 703Saurav Mallik, Sanghamitra Bandyopadhyay. WeCoMXP: Weighted Connectivity Measure Integrating Co-Methylation, Co-Expression and Protein-Protein Interactions for Gene-Module Detection
704 -- 711Samah J. Fodeh, Taihua Li, Haya Jarad, Basmah Safdar. Classification of Patients with Coronary Microvascular Dysfunction
712 -- 718Rui Yuan, Le Ou-Yang, Xiaohua Hu, Xiao-fei Zhang. Identifying Gene Network Rewiring Using Robust Differential Graphical Model with Multivariate $t$t-Distribution
719 -- 725E. Onur Karakaslar, Baris Coskun, Hassiba Outilaft, Izzie-Jacques Namer, A. Ercument Cicek. Predicting Carbon Spectrum in Heteronuclear Single Quantum Coherence Spectroscopy for Online Feedback During Surgery