Serum Raman spectroscopy combined with Gaussian—convolutional neural network models to quickly detect liver cancer patients

A novel serum protein purification technique combined with surface-enhanced Raman spectroscopy for liver cancer detection

(2021) Shuzhen Tang et al.   SPECTROSCOPY LETTERS

Convolutional Neural Network Analysis of Recurrence Plots for High Resolution Melting Classification

(2021) F.O. Ozkok et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Hierarchical bilinear convolutional neural network for image classification

(2021) Xiang Zhang et al.   IET Computer Vision

Salt content in saline-alkali soil detection using visible-near infrared spectroscopy and a 2D deep learning

(2021) Dong Xiao et al.   MICROCHEMICAL JOURNAL

Classification of Ginseng with different growth ages based on terahertz spectroscopy and machine learning algorithm

(2021) Shubao Pan et al.   OPTIK

Serum Raman spectroscopy combined with Deep Neural Network for analysis and rapid screening of hyperthyroidism and hypothyroidism

(2021) Yizhe Li et al.   Photodiagnosis and Photodynamic Therapy

Recognition of chronic renal failure based on Raman spectroscopy and convolutional neural network

(2021) Rui Gao et al.   Photodiagnosis and Photodynamic Therapy

Diagnosis of liver cancer by FTIR spectra of serum

(2021) Xien Yang et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

Automatic Grading of Brain Tumours using LSTM Neural Networks on MR Spectroscopy Signals

(2020) Emre Dandil et al.   IET Image Processing

Deep Multi-Scale 3D Convolutional Neural Network (CNN) for MRI Gliomas Brain Tumor Classification

(2020) Hiba Mzoughi et al.   JOURNAL OF DIGITAL IMAGING

Construction of a convolutional neural network classifier developed by computed tomography images for pancreatic cancer diagnosis

(2020) Han Ma et al.   WORLD JOURNAL OF GASTROENTEROLOGY

Fourier transform infrared spectroscopy combined with deep learning and data enhancement for quick diagnosis of abnormal thyroid function

(2020) Feilong Yue et al.   Photodiagnosis and Photodynamic Therapy

Raman Spectroscopy Discloses Altered Molecular Profile in Thyroid Adenomas

(2020) Armida Sodo et al.   Diagnostics

Diagnosis of cervical squamous cell carcinoma and cervical adenocarcinoma based on Raman spectroscopy and support vector machine

(2019) Chengxia Zheng et al.   Photodiagnosis and Photodynamic Therapy

A label-free cellulose SERS biosensor chip with improvement of nanoparticle-enhanced LSPR effects for early diagnosis of subarachnoid hemorrhage-induced complications

(2018) Wansun Kim et al.   BIOSENSORS & BIOELECTRONICS

Fraction and incidence of liver cancer attributable to hepatitis B and C viruses worldwide

(2018) Delphine Maucort-Boulch et al.   INTERNATIONAL JOURNAL OF CANCER

Resonance Raman scattering of β-carotene solution excited by visible laser beams into second singlet state

(2018) Luyao Lu et al.   JOURNAL OF PHOTOCHEMISTRY AND PHOTOBIOLOGY B-BIOLOGY

Optical screening of nasopharyngeal cancer using Raman spectroscopy and support vector machine

(2018) Saranjam Khan et al.   OPTIK

Raman spectroscopy with a 1064-nm wavelength laser as a potential molecular tool for prostate cancer diagnosis: a pilot study

(2018) Felipe L. Magalhães et al.   JOURNAL OF BIOMEDICAL OPTICS

Rapid and Low-Cost Detection of Thyroid Dysfunction Using Raman Spectroscopy and an Improved Support Vector Machine

(2018) Xiangxiang Zheng et al.   IEEE Photonics Journal

Label-free detection of nasopharyngeal and liver cancer using surface-enhanced Raman spectroscopy and partial lease squares combined with support vector machine

(2018) Yun Yu et al.   Biomedical Optics Express

Label-free and rapid spectroscopic evaluation of ripening of Syzygium cumini fruit

(2017) Sweta Sharma et al.   SPECTROSCOPY LETTERS

Method for Removing Spectral Contaminants to Improve Analysis of Raman Imaging Data

(2017) Xun Zhang et al.   Scientific Reports

Cancer statistics in China, 2015

(2016) Wanqing Chen et al.   CA-A CANCER JOURNAL FOR CLINICIANS

Different classification algorithms and serum surface enhanced Raman spectroscopy for noninvasive discrimination of gastric diseases

(2016) Xiaozhou Li et al.   JOURNAL OF RAMAN SPECTROSCOPY

Breast cancer detection based on serum sample surface enhanced Raman spectroscopy

(2016) Enrique Vargas-Obieta et al.   LASERS IN MEDICAL SCIENCE

Molecularly targeted therapy for advanced hepatocellular carcinoma - a drug development crisis?

(2016) Kiruthikah Thillai   World Journal of Gastrointestinal Oncology

Data mining in lung cancer pathologic staging diagnosis: Correlation between clinical and pathology information

(2015) Haofan Yang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Cancer Incidence in Five Continents: Inclusion criteria, highlights from Volume X and the global status of cancer registration

(2015) F. Bray et al.   INTERNATIONAL JOURNAL OF CANCER

Risk of hepatocellular carcinoma in chronic hepatitis B: Assessment and modification with current antiviral therapy

(2015) George V. Papatheodoridis et al.   JOURNAL OF HEPATOLOGY

Deep learning

(2015) Yann LeCun et al.   NATURE

Raman Spectroscopy of Biological Tissues

(2014) Abdullah Chandra Sekhar Talari et al.   APPLIED SPECTROSCOPY REVIEWS

Cancer incidence and mortality worldwide: Sources, methods and major patterns in GLOBOCAN 2012

(2014) Jacques Ferlay et al.   INTERNATIONAL JOURNAL OF CANCER

Identification and characterization of colorectal cancer using Raman spectroscopy and feature selection techniques

(2014) Shaoxin Li et al.   OPTICS EXPRESS

Discrimination of premalignant lesions and cancer tissues from normal gastric tissues using Raman spectroscopy

(2013) Shuwen Luo et al.   JOURNAL OF BIOMEDICAL OPTICS

Resonance Raman and Raman Spectroscopy for Breast Cancer Detection

(2013) C.-H. Liu et al.   TECHNOLOGY IN CANCER RESEARCH & TREATMENT

Human brain cancer studied by resonance Raman spectroscopy

(2012) Yan Zhou et al.   JOURNAL OF BIOMEDICAL OPTICS

Shell-isolated nanoparticle-enhanced Raman spectroscopy

(2010) Jian Feng Li et al.   NATURE

Particle swarm optimization for parameter determination and feature selection of support vector machines

(2007) Shih-Wei Lin et al.   EXPERT SYSTEMS WITH APPLICATIONS