Raman spectroscopy and machine learning for biomedical applications: Alzheimer’s disease diagnosis based on the analysis of cerebrospinal fluid

Diagnosis of a model of Duchenne muscular dystrophy in blood serum of mdx mice using Raman hyperspectroscopy

(2020) Nicole M. Ralbovsky et al.   Scientific Reports

Analysis of individual red blood cells for Celiac disease diagnosis

(2020) Nicole M. Ralbovsky et al.   TALANTA

Raman spectroscopy and chemometrics: A potential universal method for diagnosing cancer

(2019) Nicole M. Ralbovsky et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

Multivariate Statistical Analysis of Surface Enhanced Raman Spectra of Human Serum for Alzheimer’s Disease Diagnosis

(2019) Elena Ryzhikova et al.   Applied Sciences-Basel

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

SERS‐based biosensor for Alzheimer disease evaluation through the fast analysis of human serum

(2019) Cristiano Carlomagno et al.   Journal of Biophotonics

Raman Spectroscopy to Diagnose Alzheimer’s Disease and Dementia with Lewy Bodies in Blood

(2018) Maria Paraskevaidi et al.   ACS Chemical Neuroscience

2018 Alzheimer's disease facts and figures

(2018)   Alzheimers & Dementia

Raman microspectroscopic mapping as a tool for detection of gunshot residue on adhesive tape

(2018) Justin Bueno et al.   ANALYTICAL AND BIOANALYTICAL CHEMISTRY

Total apolipoprotein E levels and specific isoform composition in cerebrospinal fluid and plasma from Alzheimer’s disease patients and controls

(2014) Eduardo Martínez-Morillo et al.   ACTA NEUROPATHOLOGICA

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

Human Cerebrospinal Fluid Fatty Acid Levels Differ between Supernatant Fluid and Brain-Derived Nanoparticle Fractions, and Are Altered in Alzheimer's Disease

(2014) Alfred N. Fonteh et al.   PLoS One

Biomarker tests for the diagnosis of Alzheimer’s disease: Generating evidence to inform insurance coverage determinations

(2013) Steven D. Pearson et al.   Alzheimers & Dementia

Investigating the rapid diagnosis of gliomas from serum samples using infrared spectroscopy and cytokine and angiogenesis factors

(2013) James R. Hands et al.   ANALYTICAL AND BIOANALYTICAL CHEMISTRY

Instability of cerebrospinal fluid after delayed storage and repeated freezing: a holistic study by drop coating deposition Raman spectroscopy

(2013) Jakub Klener et al.   CLINICAL CHEMISTRY AND LABORATORY MEDICINE

Alterations in cerebrospinal fluid glycerophospholipids and phospholipase A2activity in Alzheimer's disease

(2013) Alfred N. Fonteh et al.   JOURNAL OF LIPID RESEARCH

Pre-analytical factors influencing the stability of cerebrospinal fluid proteins

(2013) Anja H. Simonsen et al.   JOURNAL OF NEUROSCIENCE METHODS

Possibilities for human skin characterization based on strongly reduced Raman spectroscopic information

(2013) A. C. Baclig et al.   JOURNAL OF RAMAN SPECTROSCOPY

The Application of Cerebrospinal Fluid Biomarkers in Early Diagnosis of Alzheimer Disease

(2013) Kaj Blennow et al.   MEDICAL CLINICS OF NORTH AMERICA

Fluid biomarkers in Alzheimer’s disease – current concepts

(2013) Christoffer Rosén et al.   Molecular Neurodegeneration

Clinical indications for analysis of Alzheimer's disease CSF biomarkers

(2013) S. Engelborghs   REVUE NEUROLOGIQUE

The development of effective biomarkers for Alzheimer's disease: a review

(2012) Mark S. Henry et al.   INTERNATIONAL JOURNAL OF GERIATRIC PSYCHIATRY

Genetic algorithms in chemometrics

(2012) Ali Niazi et al.   JOURNAL OF CHEMOMETRICS

The Impact of Cerebrospinal Fluid Biomarkers on the Diagnosis of Alzheimer’s Disease

(2012) Sebastiaan Engelborghs et al.   Molecular Diagnosis & Therapy

Investigation of Preeclampsia Using Raman Spectroscopy

(2012) Günay Başar et al.   SPECTROSCOPY-AN INTERNATIONAL JOURNAL

Current and future treatments for Alzheimer’s disease

(2012) Konstantina G. Yiannopoulou et al.   Therapeutic Advances in Neurological Disorders

National estimates of the prevalence of Alzheimer’s disease in the United States

(2011) Ron Brookmeyer et al.   Alzheimers & Dementia

Hybrid genetic algorithm-neural network: Feature extraction for unpreprocessed microarray data

(2011) Dong Ling Tong et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

pROC: an open-source package for R and S+ to analyze and compare ROC curves

(2011) Xavier Robin et al.   BMC BIOINFORMATICS

CSF biomarkers in neurodegenerative diseases

(2011) Niklas Mattsson   CLINICAL CHEMISTRY AND LABORATORY MEDICINE

Genetic algorithm pruning of probabilistic neural networks in medical disease estimation

(2011) Dimitrios Mantzaris et al.   NEURAL NETWORKS

Discrimination of parotid neoplasms from the normal parotid gland by use of Raman spectroscopy and support vector machine

(2011) Bing Yan et al.   ORAL ONCOLOGY

Baseline correction using adaptive iteratively reweighted penalized least squares

(2010) Zhi-Min Zhang et al.   ANALYST

Inter-laboratory variation in cerebrospinal fluid biomarkers for Alzheimer's disease: united we stand, divided we fall

(2010) Niklas Mattsson et al.   CLINICAL CHEMISTRY AND LABORATORY MEDICINE

Identifying and validating biomarkers for Alzheimer's disease

(2010) Christian Humpel   TRENDS IN BIOTECHNOLOGY

CSF Biomarkers and Incipient Alzheimer Disease in Patients With Mild Cognitive Impairment

(2009) Niklas Mattsson   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Spectroscopy of human plasma for diagnosis of idiopathic Parkinson’s disease

(2008) Hyman M Schipper et al.   Biomarkers in Medicine

Early diagnosis and treatment of Alzheimer’s disease

(2008) Paul R Solomon et al.   Expert Review of Neurotherapeutics