Articles

Multiethnic polygenic risk prediction in diverse populations through transfer learning

in Statistical Genetics and Methodology

• Peixin Tian
• Tsai Hor Chan
• Yong-Fei Wang
• Wanling Yang
• Guosheng Yin
• Yan Dora Zhang

A transfer learning approach based on gradient boosting machine for diagnosis of Alzheimer’s disease

in Alzheimer's Disease and Related Dementias

• Mehdi Shojaie
• Mercedes Cabrerizo
• Steven T. DeKosky
• David E. Vaillancourt
• David Loewenstein
• Ranjan Duara
• Malek Adjouadi

Application of Machine Learning for Drug–Target Interaction Prediction

in Computational Genomics

• Lei Xu
• Xiaoqing Ru
• Rong Song

Review of Sparse Representation-Based Classification Methods on EEG Signal Processing for Epilepsy Detection, Brain-Computer Interface and Cognitive Impairment

in Alzheimer's Disease and Related Dementias

• Dong Wen
• Peilei Jia
• Qiusheng Lian
• Yanhong Zhou
• Chengbiao Lu

Mouse brain MR super-resolution using a deep learning network trained with optical imaging data

in Artificial Intelligence in Radiology

• Zifei Liang
• Jiangyang Zhang

Few-shot SAR target classification via meta-learning with hybrid models

in Atmospheric Science

• Qingtian Geng
• Yaning Wang
• Qingliang Li

Designing a Large Scale Autonomous Observing Network: A Set Theory Approach

in Ocean Observation

• David Byrne
• Jeff Polton
• Joseph Ribeiro
• Liam Fernand
• Jason Holt

CDAE: A Cascade of Denoising Autoencoders for Noise Reduction in the Clustering of Single-Particle Cryo-EM Images

in Computational Genomics

• Houchao Lei
• Yang Yang

Neuroprotective mechanisms of valproic acid and alpha-lipoic acid in ALS: a network pharmacology-based investigation

in Neuropharmacology

• Dongmei Zhang
• Ling Han
• Wenmo Zhang
• Di Wang
• Di Huo
• Xingli Tan
• Xiaoli Su
• Ming Wang
• Jing Xu
• Jiling Cheng

Combining Statistical Analysis and Machine Learning for EEG Scalp Topograms Classification

• Alexander Kuc
• Sergey Korchagin
• Vladimir A. Maksimenko
• Natalia Shusharina
• Alexander E. Hramov

Integrative Analysis of Multi-Omics Identified the Prognostic Biomarkers in Acute Myelogenous Leukemia

in Pediatric Oncology

• Jiafeng Zheng
• Tongqiang Zhang
• Wei Guo
• Caili Zhou
• Xiaojian Cui
• Long Gao
• Chunquan Cai
• Yongsheng Xu

Construction of Novel Methylation-Driven Gene Model and Investigation of PARVB Function in Glioblastoma

in Molecular and Cellular Oncology

• Wanli Yu
• Pengfei Wu
• Fang Wang
• Li Miao
• Bo Han
• Zhiqun Jiang

An Indirect Approach Based on Long Short-Term Memory Networks to Estimate Groundwater Table Depth Anomalies Across Europe With an Application for Drought Analysis

in Water and Hydrocomplexity

• Yueling Ma
• Carsten Montzka
• Bagher Bayat
• Stefan Kollet

Identifying the Antiproliferative Effect of Astragalus Polysaccharides on Breast Cancer: Coupling Network Pharmacology With Targetable Screening From the Cancer Genome Atlas

in Pharmacology of Anti-Cancer Drugs

• Cun Liu
• Huayao Li
• Kejia Wang
• Jing Zhuang
• Fuhao Chu
• Chundi Gao
• Lijuan Liu
• Fubin Feng
• Chao Zhou
• Wenfeng Zhang