Volume 14, Issue 2

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June 2022

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25 articles in this issue

In silico Methods for Identification of Potential Therapeutic Targets
Xuting Zhang
Fengxu Wu
Zunnan Huang
Review Open access 26 November 2021 Pages: 285 - 310
DeepStack-DTIs: Predicting Drug–Target Interactions Using LightGBM Feature Selection and Deep-Stacked Ensemble Classifier
Yan Zhang
Zhiwen Jiang
Bin Yu
Original research article 03 November 2021 Pages: 311 - 330
A Visual Phenotype-Based Differential Diagnosis Process for Rare Diseases
Jian Yang
Liqi Shu
Haomin Li
Original research article 09 November 2021 Pages: 331 - 348
Consistent Clustering Pattern of Prokaryotic Genes Based on Base Frequency at the Second Codon Position and its Association with Functional Category Preference
Yan-Ting Jin
Cong Ma
Feng-Biao Guo
Original research article Open access 24 November 2021 Pages: 349 - 357
Dual Attention Mechanisms and Feature Fusion Networks Based Method for Predicting LncRNA-Disease Associations
Yu Liu
Yingying Yu
Shimin Zhao
Original research article 24 January 2022 Pages: 358 - 371
FTWSVM-SR: DNA-Binding Proteins Identification via Fuzzy Twin Support Vector Machines on Self-Representation
Yi Zou
Yijie Ding
Quan Zou
Original research article 06 November 2021 Pages: 372 - 384
HODD: A Manually Curated Database of Human Ophthalmic Diseases with Symptom Characteristics and Genetic Variants Towards Facilitating Quick and Definite Diagnosis
Zhaotian Zhang
Qiang Tang
Xiaoyan Ding
Original research article 30 November 2021 Pages: 385 - 393
FSCAM: CAM-Based Feature Selection for Clustering scRNA-seq
Yan Wang
Jie Gao
Tao Ding
Original research article 14 January 2022 Pages: 394 - 408
IDDLncLoc: Subcellular Localization of LncRNAs Based on a Framework for Imbalanced Data Distributions
Yan Wang
Xiaopeng Zhu
Sen Yang
Original research article 22 February 2022 Pages: 409 - 420
Multiple Protein Subcellular Locations Prediction Based on Deep Convolutional Neural Networks with Self-Attention Mechanism
Hanhan Cong
Hong Liu
Cheng Liang
Original research article 23 January 2022 Pages: 421 - 438
CNNLSTMac4CPred: A Hybrid Model for N4-Acetylcytidine Prediction
Guiyang Zhang
Wei Luo
Guohua Huang
Original research article 01 February 2022 Pages: 439 - 451
Clinical and Laboratory Approach to Diagnose COVID-19 Using Machine Learning
Krishnaraj Chadaga
Chinmay Chakraborty
Niranjana Sampathila
Original research article Open access 08 February 2022 Pages: 452 - 470
Visualizing a Field of Research for the Coronavirus Replication in Humans with Knowledge Mapping: Evidence from Web of Science
Hanyuan Liang
Weikun Zhang
Xuexue Chen
Original research article 12 February 2022 Pages: 471 - 484
Brain Tumor Detection and Classification Using Cycle Generative Adversarial Networks
Rajeev Kumar Gupta
Santosh Bharti
Nikhlesh Pathik
Original research article 09 February 2022 Pages: 485 - 502
Correction to: Brain Tumor Detection and Classification Using Cycle Generative Adversarial Networks
Rajeev Kumar Gupta
Santosh Bharti
Nikhlesh Pathik
Correction 21 February 2022 Pages: 503 - 503
Enabling Artificial Intelligence for Genome Sequence Analysis of COVID-19 and Alike Viruses
Imran Ahmed
Gwanggil Jeon
Original research article 06 August 2021 Pages: 504 - 519
tensorGSEA: Detecting Differential Pathways in Type 2 Diabetes via Tensor-Based Data Reconstruction
Xu Qiao
Xianru Zhang
Zhi-Ping Liu
Original research article 23 February 2022 Pages: 520 - 531
Sex Differences of Cerebellum and Cerebrum: Evidence from Graph Convolutional Network
Yang Gao
Yan Tang
Qiaolan Jia
Original research article 01 February 2022 Pages: 532 - 544
Multi-feature Fusion Method Based on Linear Neighborhood Propagation Predict Plant LncRNA–Protein Interactions
Lijuan Jia
Yushi Luan
Original research article 17 January 2022 Pages: 545 - 554
RicENN: Prediction of Rice Enhancers with Neural Network Based on DNA Sequences
Yujia Gao
Yiqiong Chen
Zhenyu Yue
Original research article 21 February 2022 Pages: 555 - 565
Feature Generalization for Breast Cancer Detection in Histopathological Images
Rik Das
Kanwalpreet Kaur
Ekta Walia
Original research article 28 April 2022 Pages: 566 - 581
Vulture-Based AdaBoost-Feedforward Neural Frame Work for COVID-19 Prediction and Severity Analysis System
S. Roselin Mary
Vinit Kumar
Amedapu Srinivas
Original research article 22 February 2022 Pages: 582 - 595
Development of Electrochemical Biosensor for miR204-Based Cancer Diagnosis
Shilpa Gundagatti
Sudha Srivastava
Original research article 26 April 2022 Pages: 596 - 606
DNRLCNN: A CNN Framework for Identifying MiRNA–Disease Associations Using Latent Feature Matrix Extraction with Positive Samples
Jiancheng Zhong
Wubin Zhou
Wei Peng
Original research article 15 April 2022 Pages: 607 - 622
U-shaped Retinal Vessel Segmentation Based on Adaptive Aggregation of Feature Information
Liming Liang
Jun Feng
Xiaoqi Sheng
Original research article 29 April 2022 Pages: 623 - 637

Volume 14, Issue 2

In silico Methods for Identification of Potential Therapeutic Targets

DeepStack-DTIs: Predicting Drug–Target Interactions Using LightGBM Feature Selection and Deep-Stacked Ensemble Classifier

A Visual Phenotype-Based Differential Diagnosis Process for Rare Diseases

Consistent Clustering Pattern of Prokaryotic Genes Based on Base Frequency at the Second Codon Position and its Association with Functional Category Preference

Dual Attention Mechanisms and Feature Fusion Networks Based Method for Predicting LncRNA-Disease Associations

FTWSVM-SR: DNA-Binding Proteins Identification via Fuzzy Twin Support Vector Machines on Self-Representation

HODD: A Manually Curated Database of Human Ophthalmic Diseases with Symptom Characteristics and Genetic Variants Towards Facilitating Quick and Definite Diagnosis

FSCAM: CAM-Based Feature Selection for Clustering scRNA-seq

IDDLncLoc: Subcellular Localization of LncRNAs Based on a Framework for Imbalanced Data Distributions

Multiple Protein Subcellular Locations Prediction Based on Deep Convolutional Neural Networks with Self-Attention Mechanism

CNNLSTMac4CPred: A Hybrid Model for N4-Acetylcytidine Prediction

Clinical and Laboratory Approach to Diagnose COVID-19 Using Machine Learning

Visualizing a Field of Research for the Coronavirus Replication in Humans with Knowledge Mapping: Evidence from Web of Science

Brain Tumor Detection and Classification Using Cycle Generative Adversarial Networks

Correction to: Brain Tumor Detection and Classification Using Cycle Generative Adversarial Networks

Enabling Artificial Intelligence for Genome Sequence Analysis of COVID-19 and Alike Viruses

tensorGSEA: Detecting Differential Pathways in Type 2 Diabetes via Tensor-Based Data Reconstruction

Sex Differences of Cerebellum and Cerebrum: Evidence from Graph Convolutional Network

Multi-feature Fusion Method Based on Linear Neighborhood Propagation Predict Plant LncRNA–Protein Interactions

RicENN: Prediction of Rice Enhancers with Neural Network Based on DNA Sequences

Feature Generalization for Breast Cancer Detection in Histopathological Images

Vulture-Based AdaBoost-Feedforward Neural Frame Work for COVID-19 Prediction and Severity Analysis System

Development of Electrochemical Biosensor for miR204-Based Cancer Diagnosis

DNRLCNN: A CNN Framework for Identifying MiRNA–Disease Associations Using Latent Feature Matrix Extraction with Positive Samples

U-shaped Retinal Vessel Segmentation Based on Adaptive Aggregation of Feature Information

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