Accurate Tumor Subtype Detection with Raman Spectroscopy via Variational Autoencoder and Machine Learning
Published 2022 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Accurate Tumor Subtype Detection with Raman Spectroscopy via Variational Autoencoder and Machine Learning
Authors
Keywords
-
Journal
ACS Omega
Volume 7, Issue 12, Pages 10458-10468
Publisher
American Chemical Society (ACS)
Online
2022-03-22
DOI
10.1021/acsomega.1c07263
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries
- (2021) Hyuna Sung et al. CA-A CANCER JOURNAL FOR CLINICIANS
- Breath analysis based early gastric cancer classification from deep stacked sparse autoencoder neural network
- (2021) Muhammad Aqeel Aslam et al. Scientific Reports
- The Potential of Raman Spectroscopy in the Diagnosis of Dysplastic and Malignant Oral Lesions
- (2021) Ola Ibrahim et al. Cancers
- Raman spectroscopy and multivariate regression analysis in biomedical research, medical diagnosis, and clinical analysis
- (2021) Noureen Siraj et al. APPLIED SPECTROSCOPY REVIEWS
- Raman optical identification of renal cell carcinoma via machine learning
- (2021) Chang He et al. SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY
- Drug-resistant Staphylococcus aureus bacteria detection by combining surface-enhanced Raman spectroscopy (SERS) and deep learning techniques
- (2021) Fatma Uysal Ciloglu et al. Scientific Reports
- Deep Learning for Reconstructing Low-Quality FTIR and Raman Spectra─A Case Study in Microplastic Analyses
- (2021) Josef Brandt et al. ANALYTICAL CHEMISTRY
- Deep double descent: where bigger models and more data hurt*
- (2021) Preetum Nakkiran et al. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT
- Polydiacetylene-based ultrastrong bioorthogonal Raman probes for targeted live-cell Raman imaging
- (2020) Sidan Tian et al. Nature Communications
- High-sensitive and multiplex biosensing assay of NSCLC-derived exosomes via different recognition sites based on SPRi array
- (2020) Yunpeng Fan et al. BIOSENSORS & BIOELECTRONICS
- Feature Selection and Rapid Characterization of Bloodstains on Different Substrates
- (2020) Rekha Gautam et al. APPLIED SPECTROSCOPY
- Deep Learning Analysis of Vibrational Spectra of Bacterial Lysate for Rapid Antimicrobial Susceptibility Testing
- (2020) William John Thrift et al. ACS Nano
- Molecular Pathology of Primary Non-small Cell Lung Cancer
- (2020) David Ilan Suster et al. ARCHIVES OF MEDICAL RESEARCH
- Sensing of Hydrogen Sulfide Gas in the Raman-Silent Region Based on Gold Nano-Bipyramids (Au NBPs) Encapsulated by Zeolitic Imidazolate Framework-8
- (2020) Jiaming Chen et al. ACS Sensors
- Label-free diagnosis of lung cancer with tissue-slice surface-enhanced Raman spectroscopy and statistical analysis
- (2019) Kun Zhang et al. LASERS IN MEDICAL SCIENCE
- Optical biopsy identification and grading of gliomas using label-free visible resonance Raman spectroscopy
- (2019) Yan Zhou et al. JOURNAL OF BIOMEDICAL OPTICS
- Algorithm for optimal denoising of Raman spectra
- (2018) Sinead J. Barton et al. Analytical Methods
- Sensitivity of Transmission Raman Spectroscopy Signals to Temperature of Biological Tissues
- (2018) Adrian Ghita et al. Scientific Reports
- Raman spectroscopy for the preoperative diagnosis of thyroid cancer and its subtypes: An in vitro proof-of-concept study
- (2018) Declan O'Dea et al. CYTOPATHOLOGY
- An evaluation of fixation methods: Spatial and compositional cellular changes observed by Raman imaging
- (2017) Alison J. Hobro et al. VIBRATIONAL SPECTROSCOPY
- Immunochemical and molecular assessment of urothelial neoplasms and aspects of the 2016 World Health Organization classification
- (2016) Eva Compérat et al. HISTOPATHOLOGY
- A review of Raman spectroscopy advances with an emphasis on clinical translation challenges in oncology
- (2016) Michael Jermyn et al. PHYSICS IN MEDICINE AND BIOLOGY
- Single Cell Confocal Raman Spectroscopy of Human Osteoarthritic Chondrocytes: A Preliminary Study
- (2015) Rajesh Kumar et al. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES
- Raman spectroscopic analysis differentiates between breast cancer cell lines
- (2015) A. C. S. Talari et al. JOURNAL OF RAMAN SPECTROSCOPY
- Performance evaluation of classification algorithms by k-fold and leave-one-out cross validation
- (2015) Tzu-Tsung Wong PATTERN RECOGNITION
- Machine learning: Trends, perspectives, and prospects
- (2015) M. I. Jordan et al. SCIENCE
- Intraoperative brain cancer detection with Raman spectroscopy in humans
- (2015) Michael Jermyn et al. Science Translational Medicine
- Identification and characterization of colorectal cancer using Raman spectroscopy and feature selection techniques
- (2014) Shaoxin Li et al. OPTICS EXPRESS
- Multi-class AdaBoost
- (2013) Trevor Hastie et al. Statistics and Its Interface
- Receiver operating characteristic (ROC) curve for medical researchers
- (2011) Rajeev Kumar et al. INDIAN PEDIATRICS
- Baseline correction using adaptive iteratively reweighted penalized least squares
- (2010) Zhi-Min Zhang et al. ANALYST
- Raman spectral imaging of single cancer cells: probing the impact of sample fixation methods
- (2010) Florence Draux et al. ANALYTICAL AND BIOANALYTICAL CHEMISTRY
- Studies of chemical fixation effects in human cell lines using Raman microspectroscopy
- (2010) Aidan D. Meade et al. ANALYTICAL AND BIOANALYTICAL CHEMISTRY
- The effect of cell fixation on the discrimination of normal and leukemia cells with laser tweezers Raman spectroscopy
- (2008) James W. Chan et al. BIOPOLYMERS
- Sorting variables by using informative vectors as a strategy for feature selection in multivariate regression
- (2008) Reinaldo F. Teófilo et al. JOURNAL OF CHEMOMETRICS
- Higher criticism thresholding: Optimal feature selection when useful features are rare and weak
- (2008) D. Donoho et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started