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

Conceptual and empirical comparison of dimensionality reduction algorithms (PCA, KPCA, LDA, MDS, SVD, LLE, ISOMAP, LE, ICA, t-SNE)

(2021) Farzana Anowar et al.   Computer Science Review

Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) network

(2020) Alex Sherstinsky   PHYSICA D-NONLINEAR PHENOMENA

A survey of the recent architectures of deep convolutional neural networks

(2020) Asifullah Khan et al.   ARTIFICIAL INTELLIGENCE REVIEW

Rapid, non-invasive screening of keratitis based on Raman spectroscopy combined with multivariate statistical analysis

(2020) Xiaodong Xie et al.   Photodiagnosis and Photodynamic Therapy

Rapid identification of cervical adenocarcinoma and cervical squamous cell carcinoma tissue based on Raman spectroscopy combined with multiple machine learning algorithms

(2020) Huiting Zhang et al.   Photodiagnosis and Photodynamic Therapy

Diagnosis of hyperthyroidism and hypothyroidism serum by SVM-based Raman spectroscopy

(2019) Yuwan Du et al.   LASER PHYSICS LETTERS

Rapid and non-invasive screening of high renin hypertension using Raman spectroscopy and different classification algorithms

(2019) Xiangxiang Zheng et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

Raman spectroscopy of blood plasma samples from breast cancer patients at different stages

(2019) H.F. Nargis et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

Improved Vancouver Raman Algorithm Based on Empirical Mode Decomposition for Denoising Biological Samples

(2019) Fabiola León-Bejarano et al.   APPLIED SPECTROSCOPY

Exploration research on the fusion of multimodal spectrum technology to improve performance of rapid diagnosis scheme for thyroid dysfunction

(2019) Cheng Chen et al.   Journal of Biophotonics

Global epidemiology of hyperthyroidism and hypothyroidism

(2018) Peter N. Taylor et al.   Nature Reviews Endocrinology

Deep Learning for Health Informatics

(2017) Daniele Ravi et al.   IEEE Journal of Biomedical and Health Informatics

Deep learning

(2015) Yann LeCun et al.   NATURE

Nasopharyngeal cancer detection based on blood plasma surface-enhanced Raman spectroscopy and multivariate analysis

(2010) Shangyuan Feng et al.   BIOSENSORS & BIOELECTRONICS