Development of Crime Scene Intelligence Using a Hand-Held Raman Spectrometer and Transfer Learning

Deep learning and artificial intelligence methods for Raman and surface-enhanced Raman scattering

(2020) Félix Lussier et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

Evaluation of Transfer Learning with Deep Convolutional Neural Networks for Screening Osteoporosis in Dental Panoramic Radiographs

(2020) Ki-Sun Lee et al.   Journal of Clinical Medicine

Empirical analysis of deep learning networks for affective video tagging

(2020) Anju Mishra et al.   MULTIMEDIA TOOLS AND APPLICATIONS

EEG based multi-class seizure type classification using convolutional neural network and transfer learning

(2020) S. Raghu et al.   NEURAL NETWORKS

Raman spectroscopy for forensic semen identification: Method validation vs. environmental interferences

(2020) Taylor Casey et al.   VIBRATIONAL SPECTROSCOPY

Rapid on-site identification of pesticide residues in tea by one-dimensional convolutional neural network coupled with surface-enhanced Raman scattering

(2020) Jiaji Zhu et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

Stand-off hyperspectral Raman imaging and random decision forest classification: a potent duo for the fast, remote identification of explosives

(2019) Christoph Gasser et al.   ANALYTICAL CHEMISTRY

A transfer learning method with deep residual network for pediatric pneumonia diagnosis

(2019) Gaobo Liang et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A Novel Two-Step Method for the Detection of Organic Gunshot Residue for Forensic Purposes: Fast Fluorescence Imaging Followed by Raman Microspectroscopic Identification

(2019) Shelby R. Khandasammy et al.   ANALYTICAL CHEMISTRY

Transfer‐learning‐based Raman spectra identification

(2019) Rui Zhang et al.   JOURNAL OF RAMAN SPECTROSCOPY

Differentiating smokers and nonsmokers based on Raman spectroscopy of oral fluid and advanced statistics for forensic applications

(2019) Entesar Al‐Hetlani et al.   Journal of Biophotonics

Combining convolutional neural networks and on-line Raman spectroscopy for monitoring the Cornu Caprae Hircus hydrolysis process

(2019) Xu Yan et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

Dielectrophoretic Nanoparticle Aggregation for On-Demand Surface Enhanced Raman Spectroscopy Analysis

(2018) Reza Salemmilani et al.   ANALYTICAL CHEMISTRY

Predicting Octane Number Using Nuclear Magnetic Resonance Spectroscopy and Artificial Neural Networks

(2018) Abdul Gani Abdul Jameel et al.   ENERGY & FUELS

Differentiation of human blood from animal blood using Raman spectroscopy: A survey of forensically relevant species

(2018) Kyle C. Doty et al.   FORENSIC SCIENCE INTERNATIONAL

A novel CNN based security guaranteed image watermarking generation scenario for smart city applications

(2018) Daming Li et al.   INFORMATION SCIENCES

Rapid identification and quantification of illicit drugs on nanodendritic surface-enhanced Raman scattering substrates

(2018) Hannah Dies et al.   SENSORS AND ACTUATORS B-CHEMICAL

Raman spectroscopy for forensic purposes: Recent applications for serology and gunshot residue analysis

(2018) Kyle C. Doty et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

An improved method based on a new wavelet transform for overlapped peak detection on spectrum obtained by portable Raman system

(2018) Minghui Liu et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Effective Raman spectra identification with tree-based methods

(2018) Vasileios Sevetlidis et al.   JOURNAL OF CULTURAL HERITAGE

Application of deep transfer learning for automated brain abnormality classification using MR images

(2018) Muhammed Talo et al.   Cognitive Systems Research

Race Differentiation by Raman Spectroscopy of a Bloodstain for Forensic Purposes

(2016) Ewelina Mistek et al.   ANALYTICAL CHEMISTRY

The detection of residual gasoline for forensic soil investigation in arson

(2016) Arunrat Cheenmatchaya et al.   Australian Journal of Forensic Sciences

Raman spectroscopy in forensic analysis: identification of cocaine and other illegal drugs of abuse

(2016) Ciro Augusto Fernandes de Oliveira Penido et al.   JOURNAL OF RAMAN SPECTROSCOPY

Identification and Discrimination of Brands of Fuels by Gas Chromatography and Neural Networks Algorithm in Forensic Research

(2016) L. Ugena et al.   Journal of Analytical Methods in Chemistry

In Situ Detection and Identification of Hair Dyes Using Surface-Enhanced Raman Spectroscopy (SERS)

(2015) Dmitry Kurouski et al.   ANALYTICAL CHEMISTRY

The Analysis of Colored Acrylic, Cotton, and Wool Textile Fibers Using Micro-Raman Spectroscopy. Part 2: Comparison with the Traditional Methods of Fiber Examination

(2015) Patrick Buzzini et al.   JOURNAL OF FORENSIC SCIENCES

Multidimensional Raman spectroscopic signature of sweat and its potential application to forensic body fluid identification

(2012) Vitali Sikirzhytski et al.   ANALYTICA CHIMICA ACTA

Toward the Development of Raman Spectroscopy as a Nonperturbative Online Monitoring Tool for Gasoline Adulteration

(2012) Khay M. Tan et al.   ANALYTICAL CHEMISTRY

Classification of gasoline brand and origin by Raman spectroscopy and a novel R-weighted LSSVM algorithm

(2012) Sheng Li et al.   FUEL

Generalized Morse Wavelets as a Superfamily of Analytic Wavelets

(2012) J. M. Lilly et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Rapid detection of gasoline by a portable Raman spectrometer and chemometrics

(2012) Xiaofang Zhang et al.   JOURNAL OF RAMAN SPECTROSCOPY

Wavelet based Raman spectra comparison

(2011) Gordon Cooper et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

An integrated software system for processing, analyzing, and classifying Raman spectra

(2010) Luke A. Reisner et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Forensic and homeland security applications of modern portable Raman spectroscopy

(2010) Emad L. Izake   FORENSIC SCIENCE INTERNATIONAL

A novel method for human gender classification using Raman spectroscopy of fingernail clippings

(2008) Effendi Widjaja et al.   ANALYST

Higher-Order Properties of Analytic Wavelets

(2008) J.M. Lilly et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING