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Bioinformatics Research and Applications [2021]

1
MKL-LP: Predicting Disease-Associated Microbes with Multiple-Similarity Kernel Learning-Based Label Propagation
2
Immune-Microbiota Crosstalk Underlying Inflammatory Bowel Disease
3
Epidemic Vulnerability Index for Effective Vaccine Distribution Against Pandemic
4
Exploiting Multi-granular Features for the Enhanced Predictive Modeling of COPD Based on Chinese EMRs
5
Task-Oriented Feature Representation for Spontaneous Speech of AD Patients
6
Identification of Protein Markers Predictive of Drug-Specific Survival Outcome in Cancers
7
Diabetic Retinopathy Grading Base on Contrastive Learning and Semi-supervised Learning
8
Reinforcement Learning for Diabetes Blood Glucose Control with Meal Information
9
Predicting Microbe-Disease Association via Tripartite Network and Relation Graph Convolutional Network
10
Combining Model-Based and Model-Free Reinforcement Learning Policies for More Efficient Sepsis Treatment
11
An Efficient Two-Stage Fusion Network for Computer-Aided Diagnosis of Diabetic Foot
12
A Heterogeneous Graph Convolutional Network-Based Deep Learning Model to Identify miRNA-Disease Association
13
Identification of Gastric Cancer Immune Microenvironment Related Genes with Poor Prognosis and Tumor Immune Infiltration
14
A <italic>k</italic>-mer Based Approach for SARS-CoV-2 Variant Identification
15
A Novel Network Representation of SARS-CoV-2 Sequencing Data
16
A Sequence-Based Antibody Paratope Prediction Model Through Combing Local-Global Information and Partner Features
17
SuccSPred: Succinylation Sites Prediction Using Fused Feature Representation and Ranking Method
18
BindTransNet: A Transferable Transformer-Based Architecture for Cross-Cell Type DNA-Protein Binding Sites Prediction
19
Overlapping Protein Complexes Detection Based on Multi-level Topological Similarities
20
LPI-FKLGCN: Predicting LncRNA-Protein Interactions Through Fast Kernel Learning and Graph Convolutional Network
21
Prediction of Protein Subcellular Localization from Microscopic Images via Few-Shot Learning
22
A Novel Pseudo-Labeling Approach for Cell Detection Based on Adaptive Threshold
23
Parameter Transfer Learning Measured by Image Similarity to Detect CT of COVID-19
24
A Novel Prediction Framework for Two-Year Stroke Recurrence Using Retinal Images
25
The Classification System and Biomarkers for Autism Spectrum Disorder: A Machine Learning Approach
26
LiteTrans: Reconstruct Transformer with Convolution for Medical Image Segmentation
27
CFCN: A Multi-scale Fully Convolutional Network with Dilated Convolution for Nuclei Classification and Localization
28
Image to Image Transfer Makes Malpositioned Teeth Orderly
29
MIFS: A Peer-to-Peer Medical Images Storage and Sharing System Based on Consortium Blockchain
30
StarLace: Nested Visualization of Temporal Brain Connectivity Data
31
Batch Weighted Nuclear-Norm Minimization for Medical Image Sequence Segmentation
32
Predicting Drug Drug Interactions by Signed Graph Filtering-Based Convolutional Networks
33
Drug-Target Interaction Prediction Based on Gaussian Interaction Profile and Information Entropy
34
A Deep Learning Approach Based on Feature Reconstruction and Multi-dimensional Attention Mechanism for Drug-Drug Interaction Prediction
35
OrgaNet: A Deep Learning Approach for Automated Evaluation of Organoids Viability in Drug Screening
36
HGDD: A Drug-Disease High-Order Association Information Extraction Method for Drug Repurposing via Hypergraph
37
IDOS: Improved D3DOCK on Spark
38
A New Deep Learning Training Scheme: Application to Biomedical Data
39
EEG-Based Emotion Recognition Fusing Spacial-Frequency Domain Features and Data-Driven Spectrogram-Like Features
40
ECG Arrhythmia Detection Based on Hidden Attention Residual Neural Network
41
EEG-Based Depression Detection with a Synthesis-Based Data Augmentation Strategy
42
Joint CC and Bimax: A Biclustering Method for Single-Cell RNA-Seq Data Analysis
43
Improving Protein-protein Interaction Prediction by Incorporating 3D Genome Information
44
Boosting Metagenomic Classification with Reads Overlap Graphs
45
ScDA: A Denoising AutoEncoder Based Dimensionality Reduction for Single-cell RNA-seq Data
46
PickerOptimizer: A Deep Learning-Based Particle Optimizer for Cryo-Electron Microscopy Particle-Picking Algorithms
47
SkeIn: Sketchy-Intensive Reading Comprehension Model for Multi-choice Biomedical Questions
48
DNA Image Storage Using a Scheme Based on Fuzzy Matching on Natural Genome
49
Prediction of Virus-Receptor Interactions Based on Similarity and Matrix Completion
50
An Efficient Greedy Incremental Sequence Clustering Algorithm
51
Correlated Evolution in the Small Parsimony Framework
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