相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。Deep Learning for Reconstructing Low-Quality FTIR and Raman Spectra-A Case Study in Microplastic Analyses
Josef Brandt et al.
ANALYTICAL CHEMISTRY (2021)
Deep double descent: where bigger models and more data hurt*
Preetum Nakkiran et al.
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT (2021)
Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries
Hyuna Sung et al.
CA-A CANCER JOURNAL FOR CLINICIANS (2021)
Breath analysis based early gastric cancer classification from deep stacked sparse autoencoder neural network
Muhammad Aqeel Aslam et al.
SCIENTIFIC REPORTS (2021)
The Potential of Raman Spectroscopy in the Diagnosis of Dysplastic and Malignant Oral Lesions
Ola Ibrahim et al.
CANCERS (2021)
Raman spectroscopy and multivariate regression analysis in biomedical research, medical diagnosis, and clinical analysis
Noureen Siraj et al.
APPLIED SPECTROSCOPY REVIEWS (2021)
Raman optical identification of renal cell carcinoma via machine learning
Chang He et al.
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY (2021)
Drug-resistant Staphylococcus aureus bacteria detection by combining surface-enhanced Raman spectroscopy (SERS) and deep learning techniques
Fatma Uysal Ciloglu et al.
SCIENTIFIC REPORTS (2021)
Recent progress of surface-enhanced Raman spectroscopy for subcellular compartment analysis
Yanting Shen et al.
THERANOSTICS (2021)
Polydiacetylene-based ultrastrong bioorthogonal Raman probes for targeted live-cell Raman imaging
Sidan Tian et al.
NATURE COMMUNICATIONS (2020)
High-sensitive and multiplex biosensing assay of NSCLC-derived exosomes via different recognition sites based on SPRi array
Yunpeng Fan et al.
BIOSENSORS & BIOELECTRONICS (2020)
Feature Selection and Rapid Characterization of Bloodstains on Different Substrates
Rekha Gautam et al.
APPLIED SPECTROSCOPY (2020)
Deep Learning Analysis of Vibrational Spectra of Bacterial Lysate for Rapid Antimicrobial Susceptibility Testing
William John Thrift et al.
ACS NANO (2020)
Molecular Pathology of Primary Non-small Cell Lung Cancer
David Ilan Suster et al.
ARCHIVES OF MEDICAL RESEARCH (2020)
Sensing of Hydrogen Sulfide Gas in the Raman-Silent Region Based on Gold Nano-Bipyramids (Au NBPs) Encapsulated by Zeolitic Imidazolate Framework-8
Jiaming Chen et al.
ACS SENSORS (2020)
Clinical data classification using an enhanced SMOTE and chaotic evolutionary feature selection
S. Sreejith et al.
COMPUTERS IN BIOLOGY AND MEDICINE (2020)
Towards development of a novel universal medical diagnostic method: Raman spectroscopy and machine learning
Nicole M. Ralbovsky et al.
CHEMICAL SOCIETY REVIEWS (2020)
Deep Clustering With Variational Autoencoder
Kart-Leong Lim et al.
IEEE SIGNAL PROCESSING LETTERS (2020)
Label-free diagnosis of lung cancer with tissue-slice surface-enhanced Raman spectroscopy and statistical analysis
Kun Zhang et al.
LASERS IN MEDICAL SCIENCE (2019)
Optical biopsy identification and grading of gliomas using label-free visible resonance Raman spectroscopy
Yan Zhou et al.
JOURNAL OF BIOMEDICAL OPTICS (2019)
Raman spectroscopy for the preoperative diagnosis of thyroid cancer and its subtypes: An in vitro proof-of-concept study
Declan O'Dea et al.
CYTOPATHOLOGY (2019)
Multilayer Perceptron Method to Estimate Real-World Fuel Consumption Rate of Light Duty Vehicles
Yawen Li et al.
IEEE ACCESS (2019)
Algorithm for optimal denoising of Raman spectra
Sinead J. Barton et al.
ANALYTICAL METHODS (2018)
Sensitivity of Transmission Raman Spectroscopy Signals to Temperature of Biological Tissues
Adrian Ghita et al.
SCIENTIFIC REPORTS (2018)
An evaluation of fixation methods: Spatial and compositional cellular changes observed by Raman imaging
Alison J. Hobro et al.
VIBRATIONAL SPECTROSCOPY (2017)
Linear discriminant analysis: A detailed tutorial
Alaa Tharwat et al.
AI COMMUNICATIONS (2017)
Immunochemical and molecular assessment of urothelial neoplasms and aspects of the 2016 World Health Organization classification
Eva Comperat et al.
HISTOPATHOLOGY (2016)
A review of Raman spectroscopy advances with an emphasis on clinical translation challenges in oncology
Michael Jermyn et al.
PHYSICS IN MEDICINE AND BIOLOGY (2016)
Identification and distinction of non-small-cell lung cancer cells by intracellular SERS nanoprobes
Yuqing Zhang et al.
RSC ADVANCES (2016)
Single Cell Confocal Raman Spectroscopy of Human Osteoarthritic Chondrocytes: A Preliminary Study
Rajesh Kumar et al.
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES (2015)
Raman spectroscopic analysis differentiates between breast cancer cell lines
A. C. S. Talari et al.
JOURNAL OF RAMAN SPECTROSCOPY (2015)
Performance evaluation of classification algorithms by k-fold and leave-one-out cross validation
Tzu-Tsung Wong
PATTERN RECOGNITION (2015)
Machine learning: Trends, perspectives, and prospects
M. I. Jordan et al.
SCIENCE (2015)
Intraoperative brain cancer detection with Raman spectroscopy in humans
Michael Jermyn et al.
SCIENCE TRANSLATIONAL MEDICINE (2015)
Identification and characterization of colorectal cancer using Raman spectroscopy and feature selection techniques
Shaoxin Li et al.
OPTICS EXPRESS (2014)
Multi-class AdaBoost
Trevor Hastie et al.
Statistics and Its Interface (2013)
Receiver Operating Characteristic (ROC) Curve for Medical Researchers
Rajeev Kumar et al.
INDIAN PEDIATRICS (2011)
Baseline correction using adaptive iteratively reweighted penalized least squares
Zhi-Min Zhang et al.
ANALYST (2010)
Raman spectral imaging of single cancer cells: probing the impact of sample fixation methods
Florence Draux et al.
ANALYTICAL AND BIOANALYTICAL CHEMISTRY (2010)
Studies of chemical fixation effects in human cell lines using Raman microspectroscopy
Aidan D. Meade et al.
ANALYTICAL AND BIOANALYTICAL CHEMISTRY (2010)
The Effect of Cell Fixation on the Discrimination of Normal and Leukemia Cells with Laser Tweezers Raman Spectroscopy
James W. Chan et al.
BIOPOLYMERS (2009)
Sorting variables by using informative vectors as a strategy for feature selection in multivariate regression
Reinaldo F. Teofilo et al.
JOURNAL OF CHEMOMETRICS (2009)
Higher criticism thresholding: Optimal feature selection when useful features are rare and weak
David Donoho et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2008)
Remote temperature monitoring in ocular tissue using confocal Raman spectroscopy
NJC Bauer et al.
JOURNAL OF BIOMEDICAL OPTICS (2005)
New background correction method for liquid chromatography with diode array detection, infrared spectroscopic detection and Raman spectroscopic detection
HFM Boelens et al.
JOURNAL OF CHROMATOGRAPHY A (2004)
Fixation methods for the study of lipid droplets by immunofluorescence microscopy
D DiDonato et al.
JOURNAL OF HISTOCHEMISTRY & CYTOCHEMISTRY (2003)
Random forest: A classification and regression tool for compound classification and QSAR modeling
V Svetnik et al.
JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES (2003)