Articles

Integration of Random Forest Classifiers and Deep Convolutional Neural Networks for Classification and Biomolecular Modeling of Cancer Driver Mutations

in Biological Modeling and Simulation

• Steve Agajanian
• Odeyemi Oluyemi
• Gennady M. Verkhivker

Hemodynamic MRI parameters to predict asymptomatic unilateral carotid artery stenosis with random forest machine learning

in Neuroimaging Analysis and Protocols

• Carina Gleißner
• Stephan Kaczmarz
• Jan Kufer
• Lena Schmitzer
• Michael Kallmayer
• Claus Zimmer
• Benedikt Wiestler
• Christine Preibisch
• Jens Göttler

Analysis of prognostic factors and nomogram construction for postoperative survival of triple-negative breast cancer

in Cancer Immunity and Immunotherapy

• Chenxi Wang
• Xiangqian Zhao
• Dawei Wang
• Jinyun Wu
• Jizhen Lin
• Weiwei Huang
• Yangkun Shen
• Qi Chen

A Pipeline for Classifying Deleterious Coding Mutations in Agricultural Plants

in Computational Genomics

• Maxim S. Kovalev
• Anna A. Igolkina
• Maria G. Samsonova
• Sergey V. Nuzhdin

Identification of SPP1 as an Extracellular Matrix Signature for Metastatic Castration-Resistant Prostate Cancer

in Cancer Molecular Targets and Therapeutics

• Xiaocong Pang
• Ran Xie
• Zhuo Zhang
• Qianxin Liu
• Shiliang Wu
• Yimin Cui

Development of a multivariate prediction model for antidepressant resistant depression using reward-related predictors

in Mood Disorders

• Xiao Liu
• Stephen J. Read

Classifying Alzheimer's Disease Using Audio and Text-Based Representations of Speech

in Human-Media Interaction

• R'mani Haulcy
• James Glass

Adopting machine learning to predict breast cancer patients adherence with lifestyle recommendations and quality of life outcomes

in Health Communications and Behavior Change

• Anna Crispo
• Maria Elisabetta Pagnano
• Agnese Bonfigli
• Leandro Pecchia
• Assunta Luongo
• Giuseppe Porciello
• Sergio Coluccia
• Melania Prete
• Luca Bacco
• Sara Vitale

Immune cell type signature discovery and random forest classification for analysis of single cell gene expression datasets

in Systems Immunology

• Bogac Aybey
• Sheng Zhao
• Benedikt Brors
• Eike Staub

Generative AI with WGAN-GP for boosting seizure detection accuracy

in Medicine and Public Health

• Lina Abou-Abbas
• Khadidja Henni
• Imene Jemal
• Neila Mezghani

Testing a New Ensemble Vegetation Classification Method Based on Deep Learning and Machine Learning Methods Using Aerial Photogrammetric Images

in Environmental Informatics and Remote Sensing

• Siniša Drobnjak
• Marko Stojanović
• Dejan Djordjević
• Saša Bakrač
• Jasmina Jovanović
• Aleksandar Djordjević

Identifying ceRNA Networks Associated With the Susceptibility and Persistence of Atrial Fibrillation Through Weighted Gene Co-Expression Network Analysis

in RNA

• Yaozhong Liu
• Na Liu
• Fan Bai
• Qiming Liu

Exploring Google Earth Engine Platform for Big Data Processing: Classification of Multi-Temporal Satellite Imagery for Crop Mapping

in Environmental Informatics and Remote Sensing

• Andrii Shelestov
• Mykola Lavreniuk
• Nataliia Kussul
• Alexei Novikov
• Sergii Skakun

Patterns of inflammation, microstructural alterations, and sodium accumulation define multiple sclerosis subtypes after 15 years from onset

• Antonio Ricciardi
• Francesco Grussu
• Baris Kanber
• Ferran Prados
• Marios C. Yiannakas
• Bhavana S. Solanky
• Frank Riemer
• Xavier Golay
• Wallace Brownlee
• Olga Ciccarelli

The Human SCN9AR185H Point Mutation Induces Pain Hypersensitivity and Spontaneous Pain in Mice

in Pain Mechanisms and Modulators

• Yaping Xue
• Mélanie Kremer
• Maria del Mar Muniz Moreno
• Celeste Chidiac
• Romain Lorentz
• Marie-Christine Birling
• Michel Barrot
• Yann Herault
• Claire Gaveriaux-Ruff

Altered gut microbial networks and metabolic pathways in multiple system atrophy: a comparative 16S rRNA study

in Gut-Brain Axis

• Po-Chun Liu
• Shao-Ying Cheng
• Chih-Chi Li
• Yu-Ke Wang
• Yufeng Jane Tseng
• Ming-Che Kuo