Rapid Biomarker Screening of Alzheimer’s Disease by Interpretable Machine Learning and Graphene-Assisted Raman Spectroscopy
出版年份 2022 全文链接
标题
Rapid Biomarker Screening of Alzheimer’s Disease by Interpretable Machine Learning and Graphene-Assisted Raman Spectroscopy
作者
关键词
-
出版物
ACS Nano
Volume 16, Issue 4, Pages 6426-6436
出版商
American Chemical Society (ACS)
发表日期
2022-03-26
DOI
10.1021/acsnano.2c00538
参考文献
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注意：仅列出部分参考文献，下载原文获取全部文献信息。- Thioflavin-positive tau aggregates complicating quantification of amyloid plaques in the brain of 5XFAD transgenic mouse model
- (2021) Jisu Shin et al. Scientific Reports
- Graphene FET Sensors for Alzheimer’s Disease Protein Biomarker Clusterin Detection
- (2021) Theodore Bungon et al. Frontiers in Molecular Biosciences
- Biomarkers for Alzheimer’s disease—preparing for a new era of disease-modifying therapies
- (2020) Henrik Zetterberg et al. MOLECULAR PSYCHIATRY
- Upregulation of Alzheimer’s Disease Amyloid-β Protein Precursor in Astrocytes Both in vitro and in vivo
- (2020) Yingxia Liang et al. JOURNAL OF ALZHEIMERS DISEASE
- Raman spectroscopy and machine learning for biomedical applications: Alzheimer’s disease diagnosis based on the analysis of cerebrospinal fluid
- (2020) Elena Ryzhikova et al. SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY
- Frontiers in Probing Alzheimer’s Disease Biomarkers with Fluorescent Small Molecules
- (2019) Yong Woong Jun et al. ACS Central Science
- Chemical and Bio Sensing Using Graphene-Enhanced Raman Spectroscopy
- (2019) Alexander Silver et al. Nanomaterials
- Neuroimaging Biomarkers for Alzheimer’s Disease
- (2019) Freddie Márquez et al. Molecular Neurodegeneration
- Application of Raman spectroscopy in the detection of hepatitis B virus infection
- (2019) Dongni Tong et al. Photodiagnosis and Photodynamic Therapy
- Screening for Alzheimer’s Disease Using Saliva: A New Approach Based on Machine Learning and Raman Hyperspectroscopy
- (2019) Nicole M. Ralbovsky et al. JOURNAL OF ALZHEIMERS DISEASE
- Urine Raman spectroscopy for rapid and inexpensive diagnosis of chronic renal failure (CRF) using multiple classification algorithms
- (2019) Cheng Chen et al. OPTIK
- Raman Spectroscopy to Diagnose Alzheimer’s Disease and Dementia with Lewy Bodies in Blood
- (2018) Maria Paraskevaidi et al. ACS Chemical Neuroscience
- Analysis of hepatitis B virus infection in blood sera using Raman spectroscopy and machine learning
- (2018) Saranjam Khan et al. Photodiagnosis and Photodynamic Therapy
- Raman Enhancement of Blood Constituent Proteins Using Graphene
- (2018) Shengxi Huang et al. ACS Photonics
- Biomarkers for Alzheimer's disease: current status and prospects for the future
- (2018) K. Blennow et al. JOURNAL OF INTERNAL MEDICINE
- Combined adult neurogenesis and BDNF mimic exercise effects on cognition in an Alzheimer’s mouse model
- (2018) Se Hoon Choi et al. SCIENCE
- Current state of Alzheimer’s fluid biomarkers
- (2018) José Luis Molinuevo et al. ACTA NEUROPATHOLOGICA
- Label-free imaging of amyloid plaques in Alzheimer’s disease with stimulated Raman scattering microscopy
- (2018) Minbiao Ji et al. Science Advances
- Triglycerides cross the blood–brain barrier and induce central leptin and insulin receptor resistance
- (2017) W A Banks et al. INTERNATIONAL JOURNAL OF OBESITY
- Label-Free Fluorescence Spectroscopy for Detecting Key Biomolecules in Brain Tissue from a Mouse Model of Alzheimer’s Disease
- (2017) Lingyan Shi et al. Scientific Reports
- Clinical instrumentation and applications of Raman spectroscopy
- (2016) Isaac Pence et al. CHEMICAL SOCIETY REVIEWS
- Actin dynamics and cofilin-actin rods in alzheimer disease
- (2016) James R. Bamburg et al. Cytoskeleton
- CSF and blood biomarkers for the diagnosis of Alzheimer's disease: a systematic review and meta-analysis
- (2016) Bob Olsson et al. LANCET NEUROLOGY
- Amelioration of Metabolic Syndrome-Associated Cognitive Impairments in Mice via a Reduction in Dietary Fat Content or Infusion of Non-Diabetic Plasma
- (2016) Lance A. Johnson et al. EBioMedicine
- Lighting Up the Raman Signal of Molecules in the Vicinity of Graphene Related Materials
- (2015) Xi Ling et al. ACCOUNTS OF CHEMICAL RESEARCH
- Exploring the structure and formation mechanism of amyloid fibrils by Raman spectroscopy: a review
- (2015) Dmitry Kurouski et al. ANALYST
- Molecular Selectivity of Graphene-Enhanced Raman Scattering
- (2015) Shengxi Huang et al. NANO LETTERS
- Glycogen and amyloid-beta: key players in the shift from neuronal hyperactivity to hypoactivity observed in Alzheimer′s disease?
- (2015) IanV.J. Murray et al. Neural Regeneration Research
- Rescue from tau-induced neuronal dysfunction produces insoluble tau oligomers
- (2015) Catherine M. Cowan et al. Scientific Reports
- Noninvasive prostate cancer screening based on serum surface-enhanced Raman spectroscopy and support vector machine
- (2014) Shaoxin Li et al. APPLIED PHYSICS LETTERS
- Surface-enhanced Raman spectroscopy + support vector machine: a new noninvasive method for prostate cancer screening?
- (2014) Shaoxin Li et al. Expert Review of Anticancer Therapy
- Statistically quantified measurement of an Alzheimer's marker by surface-enhanced Raman scattering
- (2014) Ričardas Buividas et al. Journal of Biophotonics
- Raman spectroscopy of blood serum for Alzheimer's disease diagnostics: specificity relative to other types of dementia
- (2014) Elena Ryzhikova et al. Journal of Biophotonics
- Raman spectroscopy of proteins: a review
- (2013) A. Rygula et al. JOURNAL OF RAMAN SPECTROSCOPY
- Evidence of altered phosphatidylcholine metabolism in Alzheimer's disease
- (2013) Luke Whiley et al. NEUROBIOLOGY OF AGING
- Statistical interpretation of machine learning-based feature importance scores for biomarker discovery
- (2012) Vân Anh Huynh-Thu et al. BIOINFORMATICS
- Intraneuronal Aβ detection in 5xFAD mice by a new Aβ-specific antibody
- (2012) Katherine L Youmans et al. Molecular Neurodegeneration
- Thermal conductivity of isotopically modified graphene
- (2012) Shanshan Chen et al. NATURE MATERIALS
- Comparison of principal component analysis and biochemical component analysis in Raman spectroscopy for the discrimination of apoptosis and necrosis in K562 leukemia cells
- (2012) Yi Hong Ong et al. OPTICS EXPRESS
- Brain Energy Metabolism: Focus on Astrocyte-Neuron Metabolic Cooperation
- (2011) Mireille Bélanger et al. Cell Metabolism
- Comparative Lipidomic Analysis of Mouse and Human Brain with Alzheimer Disease
- (2011) Robin B. Chan et al. JOURNAL OF BIOLOGICAL CHEMISTRY
- Characterizing variability in in vivo Raman spectra of different anatomical locations in the upper gastrointestinal tract toward cancer detection
- (2011) Mads Sylvest Bergholt et al. JOURNAL OF BIOMEDICAL OPTICS
- Signal Enhancement of Surface Plasmon Resonance Based Immunosensor Using Gold Nanoparticle-Antibody Complex for β-Amyloid (1-40) Detection
- (2011) Jin-Ho Lee JOURNAL OF NANOSCIENCE AND NANOTECHNOLOGY
- Thermal properties of graphene and nanostructured carbon materials
- (2011) Alexander A. Balandin NATURE MATERIALS
- Charge Isomers of Myelin Basic Protein: Structure and Interactions with Membranes, Nucleotide Analogues, and Calmodulin
- (2011) Chaozhan Wang et al. PLoS One
- Raman spectroscopy of triolein under high pressures
- (2010) D. B. Tefelski et al. HIGH PRESSURE RESEARCH
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