相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。Towards deep phenotyping pregnancy: a systematic review on artificial intelligence and machine learning methods to improve pregnancy outcomes
Lena Davidson et al.
BRIEFINGS IN BIOINFORMATICS (2021)
Convolutional and recurrent neural networks for the detection of valvular heart diseases in phonocardiogram recordings
Mohanad Alkhodari et al.
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2021)
The Relevance of Noncoding DNA Variations of Paraoxonase Gene Cluster in Atherosclerosis-Related Diseases
Anna Wysocka et al.
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES (2021)
Oxidative stress-induced DNA damage and repair in primary human osteoarthritis chondrocytes: focus on IKK? and the DNA Mismatch Repair System
Simona Neri et al.
FREE RADICAL BIOLOGY AND MEDICINE (2021)
Neuron type classification in rat brain based on integrative convolutional and tree-based recurrent neural networks
Tielin Zhang et al.
SCIENTIFIC REPORTS (2021)
Evaluation of machine learning models for automatic detection of DNA double strand breaks after irradiation using a γH2AX foci assay
Tim Hohmann et al.
PLOS ONE (2020)
Classification of DNA damages on segmented comet assay images using convolutional neural network
Umit Atila et al.
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2020)
Machine learning approaches to drug response prediction: challenges and recent progress
George Adam et al.
NPJ PRECISION ONCOLOGY (2020)
Artificial intelligence and machine learning in orthopedic surgery: a systematic review protocol
Nicola Maffulli et al.
JOURNAL OF ORTHOPAEDIC SURGERY AND RESEARCH (2020)
Machine Learning Model for Identifying Antioxidant Proteins Using Features Calculated from Primary Sequences
Luu Ho Thanh Lam et al.
BIOLOGY-BASEL (2020)
Artificial Intelligence in Drug Discovery: A Comprehensive Review of Data-driven and Machine Learning Approaches
Hyunho Kim et al.
BIOTECHNOLOGY AND BIOPROCESS ENGINEERING (2020)
Inflammation response, oxidative stress and DNA damage caused by urban air pollution exposure increase in the lack of DNA repair XPC protein
Nilmara de Oliveira Alves et al.
ENVIRONMENT INTERNATIONAL (2020)
Long non-coding RNA nuclear paraspeckle assembly transcript 1 protects human lens epithelial cells against H2O2 stimuli through the nuclear factor kappa b/p65 and p38/mitogen-activated protein kinase axis
Tianqiu Zhou et al.
ANNALS OF TRANSLATIONAL MEDICINE (2020)
iLearn: an integrated platform and meta-learner for feature engineering, machine-learning analysis and modeling of DNA, RNA and protein sequence data
Zhen Chen et al.
BRIEFINGS IN BIOINFORMATICS (2020)
WekaDeeplearning4j: A deep learning package for Weka based on Deeplearning4j
Steven Lang et al.
KNOWLEDGE-BASED SYSTEMS (2019)
The Use of Single-Cell Comet Assay on Oral Cells: A Critical Review
Ana Carolina Flygare Souza et al.
ANTICANCER RESEARCH (2019)
Prediction of antioxidant proteins by incorporating statistical moments based features into Chou's PseAAC
Ahmad Hassan Butt et al.
JOURNAL OF THEORETICAL BIOLOGY (2019)
The protective function of non-coding DNA in DNA damage accumulation with age and its roles in age-related diseases
Guo-Hua Qiu et al.
BIOGERONTOLOGY (2019)
MLH1 deficiency leads to deregulated mitochondrial metabolism
Sukaina Rashid et al.
CELL DEATH & DISEASE (2019)
Label-free surface-enhanced Raman spectroscopy with artificial neural network technique for recognition photoinduced DNA damage
O. Guselnikova et al.
BIOSENSORS & BIOELECTRONICS (2019)
iFeature: a Python package and web server for features extraction and selection from protein and peptide sequences
Zhen Chen et al.
BIOINFORMATICS (2018)
SeqSVM: A Sequence-Based Support Vector Machine Method for Identifying Antioxidant Proteins
Lei Xu et al.
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES (2018)
Prediction and characterization of human ageing-related proteins by using machine learning
Csaba Kerepesi et al.
SCIENTIFIC REPORTS (2018)
Ionizing Radiation-Induced Cellular Senescence in Normal, Non-transformed Cells and the Involved DNA Damage Response: A Mini Review
Mengqian Li et al.
FRONTIERS IN PHARMACOLOGY (2018)
Postnatal Developmental Changes in Fractal Complexity of Giemsa-Stained Chromatin in Mice Spleen Follicular Cells
Igor Pantic et al.
MICROSCOPY AND MICROANALYSIS (2017)
AOD: the antioxidant protein database
Pengmian Feng et al.
SCIENTIFIC REPORTS (2017)
A review of supervised machine learning applied to ageing research
Fabio Fabris et al.
BIOGERONTOLOGY (2017)
Wavelet transform analysis of chromatin texture changes during heat shock
G. Herbomel et al.
JOURNAL OF MICROSCOPY (2016)
Identifying Antioxidant Proteins by Using Optimal Dipeptide Compositions
Pengmian Feng et al.
INTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES (2016)
Age-related reduction of chromatin fractal dimension in toluidine blue - stained hepatocytes
Igor Pantic et al.
MECHANISMS OF AGEING AND DEVELOPMENT (2016)
A novel features ranking metric with application to scalable visual and bioinformatics data classification
Quan Zou et al.
NEUROCOMPUTING (2016)
DanQ: a hybrid convolutional and recurrent deep neural network for quantifying the function of DNA sequences
Daniel Quang et al.
NUCLEIC ACIDS RESEARCH (2016)
Protection of the genome and central protein-coding sequences by non-coding DNA against DNA damage from radiation
Guo-Hua Qiu
MUTATION RESEARCH-REVIEWS IN MUTATION RESEARCH (2015)
Integrative analysis of 111 reference human epigenomes
Anshul Kundaje et al.
NATURE (2015)
A method to predict the impact of regulatory variants from DNA sequence
Dongwon Lee et al.
NATURE GENETICS (2015)
Predicting effects of noncoding variants with deep learning-based sequence model
Jian Zhou et al.
NATURE METHODS (2015)
Enhanced Regulatory Sequence Prediction Using Gapped k-mer Features
Mahmoud Ghandi et al.
PLOS COMPUTATIONAL BIOLOGY (2014)
Identification of Antioxidants from Sequence Information Using Naive Bayes
Peng-Mian Feng et al.
COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE (2013)
Genome-wide Methylation Profiles Reveal Quantitative Views of Human Aging Rates
Gregory Hannum et al.
MOLECULAR CELL (2013)
iRSpot-PseDNC: identify recombination spots with pseudo dinucleotide composition
Wei Chen et al.
NUCLEIC ACIDS RESEARCH (2013)
Prediction of replication origins by calculating DNA structural properties
Wei Chen et al.
FEBS LETTERS (2012)
Identification of mycobacterial membrane proteins and their types using over-represented tripeptide compositions
Chen Ding et al.
JOURNAL OF PROTEOMICS (2012)
Exploiting three kinds of interface propensities to identify protein binding sites
Bin Liu et al.
COMPUTATIONAL BIOLOGY AND CHEMISTRY (2009)
Fast Monte Carlo simulation of DNA damage formed by electrons and light ions
VA Semenenko et al.
PHYSICS IN MEDICINE AND BIOLOGY (2006)
Regularization and variable selection via the elastic net
H Zou et al.
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2005)
SVM-Prot: web-based support vector machine software for functional classification of a protein from its primary sequence
CZ Cai et al.
NUCLEIC ACIDS RESEARCH (2003)