DeepGene Transformer: Transformer for the gene expression-based classification of cancer subtypes

Sphingolipid Metabolism and Signaling in Lung Cancer: A Potential Therapeutic Target

(2022) Mengmeng Lin et al.   Journal of Oncology

Understanding the common mechanisms of heart and skeletal muscle wasting in cancer cachexia

(2021) Valentina Rausch et al.   Oncogenesis

Breast Cancer Type Classification Using Machine Learning

(2021) Jiande Wu et al.   Journal of Personalized Medicine

Anomalous Event Recognition in Videos Based on Joint Learning of Motion and Appearance with Multiple Ranking Measures

(2021) Shikha Dubey et al.   Applied Sciences-Basel

Jaya Ant lion optimization-driven Deep recurrent neural network for cancer classification using gene expression data

(2021) Ramachandro Majji et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

The Role and Mechanism of S1PR5 in Colon Cancer [Retraction]

(2021) Huijun Zhou et al.   Cancer Management and Research

The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation

(2020) Davide Chicco et al.   BMC GENOMICS

Imputation of Gene Expression Data in Blood Cancer and Its Significance in Inferring Biological Pathways

(2020) Akanksha Farswan et al.   Frontiers in Oncology

Transfer learning with convolutional neural networks for cancer survival prediction using gene-expression data

(2020) Guillermo López-García et al.   PLoS One

Transforming machine translation: a deep learning system reaches news translation quality comparable to human professionals

(2020) Martin Popel et al.   Nature Communications

1D convolutional neural networks and applications: A survey

(2020) Serkan Kiranyaz et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Gene expression cancer classification using modified K-Nearest Neighbors technique

(2019) Sarah M. Ayyad et al.   BIOSYSTEMS

DeepCC: a novel deep learning-based framework for cancer molecular subtype classification

(2019) Feng Gao et al.   Oncogenesis

Transfer Learning for Molecular Cancer classification using Deep Neural Networks

(2018) Rahul Kumar Sevakula et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Relief-Based Feature Selection: Introduction and Review

(2018) Ryan J. Urbanowicz et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Genetic algorithm based cancerous gene identification from microarray data using ensemble of filter methods

(2018) Manosij Ghosh et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Feature selection of gene expression data for Cancer classification using double RBF-kernels

(2018) Shenghui Liu et al.   BMC BIOINFORMATICS

Multi-task deep convolutional neural network for cancer diagnosis

(2018) Qing Liao et al.   NEUROCOMPUTING

Omics Profiling in Precision Oncology

(2016) Kun-Hsing Yu et al.   MOLECULAR & CELLULAR PROTEOMICS

Evaluating the association of polymorphisms in the HAP1 gene with lung cancer risk: a meta-analysis

(2014) Wei Wang et al.   TUMOR BIOLOGY

New Pathologic Classification of Lung Cancer: Relevance for Clinical Practice and Clinical Trials

(2013) William D. Travis et al.   JOURNAL OF CLINICAL ONCOLOGY

The Cancer Genome Atlas Pan-Cancer analysis project

(2013) John N Weinstein et al.   NATURE GENETICS

A review of feature selection methods based on mutual information

(2013) Jorge R. Vergara et al.   NEURAL COMPUTING & APPLICATIONS

Online Survival Analysis Software to Assess the Prognostic Value of Biomarkers Using Transcriptomic Data in Non-Small-Cell Lung Cancer

(2013) Balázs Győrffy et al.   PLoS One

The p53 target gene desmocollin 3 acts as a novel tumor suppressor through inhibiting EGFR/ERK pathway in human lung cancer

(2012) Tiantian Cui et al.   CARCINOGENESIS

Differential Pathogenesis of Lung Adenocarcinoma Subtypes Involving Sequence Mutations, Copy Number, Chromosomal Instability, and Methylation

(2012) Matthew D. Wilkerson et al.   PLoS One

Hallmarks of Cancer: The Next Generation

(2011) Douglas Hanahan et al.   CELL

Molecular sampling of prostate cancer: a dilemma for predicting disease progression

(2010) Andrea Sboner et al.   BMC Medical Genomics

Lung Squamous Cell Carcinoma mRNA Expression Subtypes Are Reproducible, Clinically Important, and Correspond to Normal Cell Types

(2010) M. D. Wilkerson et al.   CLINICAL CANCER RESEARCH

A Combination of Rough-Based Feature Selection and RBF Neural Network for Classification Using Gene Expression Data

(2008) Jung-Hsien Chiang et al.   IEEE TRANSACTIONS ON NANOBIOSCIENCE

Two Extra Components in the Brier Score Decomposition

(2008) D. B. Stephenson et al.   WEATHER AND FORECASTING