A cost-effective machine learning-based method for preeclampsia risk assessment and driver genes discovery
Published 2023 View Full Article
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Title
A cost-effective machine learning-based method for preeclampsia risk assessment and driver genes discovery
Authors
Keywords
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Journal
Cell and Bioscience
Volume 13, Issue 1, Pages -
Publisher
Springer Science and Business Media LLC
Online
2023-03-02
DOI
10.1186/s13578-023-00991-y
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Note: Only part of the references are listed.- RNA profiles reveal signatures of future health and disease in pregnancy
- (2022) Morten Rasmussen et al. NATURE
- A blood test to predict complications of pregnancy
- (2022) Lydia L. Shook et al. NATURE
- Early prediction of preeclampsia in pregnancy with cell-free RNA
- (2022) Mira N. Moufarrej et al. NATURE
- Plasma Olink Proteomics Identifies CCL20 as a Novel Predictive and Diagnostic Inflammatory Marker for Preeclampsia
- (2022) Xiufang Wang et al. JOURNAL OF PROTEOME RESEARCH
- Prediction of Microbe-drug Associations based on Chemical Structures and the KATZ Measure
- (2021) Lingzhi Zhu et al. Current Bioinformatics
- Complement and coagulation cascades activation is the main pathophysiological pathway in early-onset severe preeclampsia revealed by maternal proteomics
- (2021) Lina Youssef et al. Scientific Reports
- Pregnancy induced TMA in severe preeclampsia results from complement-mediated thromboinflammation
- (2021) A. Inkeri Lokki et al. HUMAN IMMUNOLOGY
- HelPredictor models single-cell transcriptome to predict human embryo lineage allocation
- (2021) Pengfei Liang et al. BRIEFINGS IN BIOINFORMATICS
- A guide to machine learning for biologists
- (2021) Joe G. Greener et al. NATURE REVIEWS MOLECULAR CELL BIOLOGY
- Parametric UMAP Embeddings for Representation and Semisupervised Learning
- (2021) Tim Sainburg et al. NEURAL COMPUTATION
- RFhy-m2G: Identification of RNA N2-methylguanosine modification sites based on random forest and hybrid features
- (2021) Chunyan Ao et al. METHODS
- Robust Transcription Factor Binding Site Prediction Using Deep Neural Networks
- (2020) Kanu Geete et al. Current Bioinformatics
- Artificial intelligence–enabled rapid diagnosis of patients with COVID-19
- (2020) Xueyan Mei et al. NATURE MEDICINE
- Multi-label Learning for Diagnosis of Cancer and Identification of Novel Biomarkers with High-Throughput Omics
- (2020) Shicai Liu et al. Current Bioinformatics
- Introduction of Advanced Methods for Structure-based Drug Discovery
- (2020) Bilal Shaker et al. Current Bioinformatics
- An Ensembled SVM Based Approach For Predicting Adverse Drug Reactions
- (2020) Pratik Joshi et al. Current Bioinformatics
- PoGB-Pred: Prediction of Antifreeze Proteins Sequences using Amino Acid Composition with Feature Selection followed by a Sequential based Ensemble Approach
- (2020) Affan Alim et al. Current Bioinformatics
- Potentiality of Risk SNPs identification Based on GSP Theory
- (2020) Hengyi Zhang et al. Current Bioinformatics
- New era of trophoblast research: integrating morphological and molecular approaches
- (2020) Shingo Io et al. HUMAN REPRODUCTION UPDATE
- Generalizing RNA velocity to transient cell states through dynamical modeling
- (2020) Volker Bergen et al. NATURE BIOTECHNOLOGY
- Prediction of bio-sequence modifications and the associations with diseases
- (2020) Chunyan Ao et al. Briefings in Functional Genomics
- Pre-eclampsia: pathogenesis, novel diagnostics and therapies
- (2019) Elizabeth A. Phipps et al. Nature Reviews Nephrology
- Preeclampsia
- (2019) Sarosh Rana et al. CIRCULATION RESEARCH
- Gene expression cancer classification using modified K-Nearest Neighbors technique
- (2019) Sarah M. Ayyad et al. BIOSYSTEMS
- ESDA: An improved approach to accurately identify human snoRNAs for precision cancer treatment developing
- (2019) Jia-hao Bi et al. Current Bioinformatics
- The two-stage placental model of preeclampsia: An update
- (2019) Anne Cathrine Staff JOURNAL OF REPRODUCTIVE IMMUNOLOGY
- Development of the human placenta
- (2019) Margherita Y. Turco et al. DEVELOPMENT
- Statistical and artificial neural network-based analysis to understand complexity and heterogeneity in preeclampsia
- (2018) T. Murlidharan Nair COMPUTATIONAL BIOLOGY AND CHEMISTRY
- Noninvasive blood tests for fetal development predict gestational age and preterm delivery
- (2018) Thuy T. M. Ngo et al. SCIENCE
- Single-cell RNA-seq reveals the diversity of trophoblast subtypes and patterns of differentiation in the human placenta
- (2018) Yawei Liu et al. CELL RESEARCH
- Single-cell reconstruction of the early maternal–fetal interface in humans
- (2018) Roser Vento-Tormo et al. NATURE
- A single-cell survey of the human first-trimester placenta and decidua
- (2018) Hemant Suryawanshi et al. Science Advances
- Integrative single-cell and cell-free plasma RNA transcriptomics elucidates placental cellular dynamics
- (2017) Jason C. H. Tsang et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- PseKRAAC: a flexible web server for generating pseudo K-tuple reduced amino acids composition
- (2016) Yongchun Zuo et al. BIOINFORMATICS
- Changes in markers associated with dendritic cells driving the differentiation of either TH2 cells or regulatory T cells correlate with clinical benefit during allergen immunotherapy
- (2016) Claire Gueguen et al. JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY
- Comparative Proteomic Profile of the Human Umbilical Cord Blood Exosomes between Normal and Preeclampsia Pregnancies with High-Resolution Mass Spectrometry
- (2015) Ruizhe Jia et al. CELLULAR PHYSIOLOGY AND BIOCHEMISTRY
- RPI-Pred: predicting ncRNA-protein interaction using sequence and structural information
- (2015) V. Suresh et al. NUCLEIC ACIDS RESEARCH
- Extensive Profiling of the Expression of the Indoleamine 2,3-Dioxygenase 1 Protein in Normal and Tumoral Human Tissues
- (2014) I. Theate et al. Cancer Immunology Research
- Redefining Preeclampsia Using Placenta-Derived Biomarkers
- (2013) Anne Cathrine Staff et al. HYPERTENSION
- minerva and minepy: a C engine for the MINE suite and its R, Python and MATLAB wrappers
- (2012) Davide Albanese et al. BIOINFORMATICS
- STAR: ultrafast universal RNA-seq aligner
- (2012) Alexander Dobin et al. BIOINFORMATICS
- Cyclosporine Up-Regulates Kruppel-Like Factor-4 (KLF4) in Vascular Smooth Muscle Cells and Drives Phenotypic Modulation In Vivo
- (2010) S. M. Garvey et al. JOURNAL OF PHARMACOLOGY AND EXPERIMENTAL THERAPEUTICS
- Differential Placental Gene Expression in Severe Preeclampsia
- (2009) V. Sitras et al. PLACENTA
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