Machine learning-based LIBS spectrum analysis of human blood plasma allows ovarian cancer diagnosis

Determination of minor metal elements in steel using laser-induced breakdown spectroscopy combined with machine learning algorithms

(2020) Yuqing Zhang et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

Early-Stage Lung Cancer Diagnosis by Deep Learning-Based Spectroscopic Analysis of Circulating Exosomes

(2020) Hyunku Shin et al.   ACS Nano

Artificial intelligence–enabled rapid diagnosis of patients with COVID-19

(2020) Xueyan Mei et al.   NATURE MEDICINE

Machine learning efficiently corrects LIBS spectrum variation due to change of laser fluence

(2020) Zengqi Yue et al.   OPTICS EXPRESS

Blood cancer diagnosis using ensemble learning based on a random subspace method in laser-induced breakdown spectroscopy

(2020) YanWu Chu et al.   Biomedical Optics Express

Correlation-based carbon determination in steel without explicitly involving carbon-related emission lines in a LIBS spectrum

(2020) Yuqing Zhang et al.   OPTICS EXPRESS

Diagnosis of Alzheimer's disease using laser-induced breakdown spectroscopy and machine learning

(2020) Rosalba Gaudiuso et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

A comparative analysis of different biofluids towards ovarian cancer diagnosis using Raman microspectroscopy

(2020) Panagiotis Giamougiannis et al.   ANALYTICAL AND BIOANALYTICAL CHEMISTRY

A review of the use of laser-induced breakdown spectroscopy for bacterial classification, quantification, and identification

(2019) Steven J. Rehse   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

Deep learning can predict microsatellite instability directly from histology in gastrointestinal cancer

(2019) Jakob Nikolas Kather et al.   NATURE MEDICINE

Machine Learning Allows Calibration Models to Predict Trace Element Concentration in Soils with Generalized LIBS Spectra

(2019) Chen Sun et al.   Scientific Reports

Ovarian cancer statistics, 2018

(2018) Lindsey A. Torre et al.   CA-A CANCER JOURNAL FOR CLINICIANS

Diagnosis of human malignancies using laser-induced breakdown spectroscopy in combination with chemometric methods

(2018) Xue Chen et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

Using LIBS to diagnose melanoma in biomedical fluids deposited on solid substrates: Limits of direct spectral analysis and capability of machine learning

(2018) Rosalba Gaudiuso et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

Raman spectroscopic techniques to detect ovarian cancer biomarkers in blood plasma

(2018) Maria Paraskevaidi et al.   TALANTA

Discrimination of lymphoma using laser-induced breakdown spectroscopy conducted on whole blood samples

(2018) Xue Chen et al.   Biomedical Optics Express

Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries

(2018) Freddie Bray et al.   CA-A CANCER JOURNAL FOR CLINICIANS

Discrimination of nasopharyngeal carcinoma serum using laser-induced breakdown spectroscopy combined with an extreme learning machine and random forest method

(2018) Chu YanWu et al.   JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY

A guide to deep learning in healthcare

(2018) Andre Esteva et al.   NATURE MEDICINE

Laser-induced breakdown spectroscopy for human and animal health: A review

(2018) Rosalba Gaudiuso et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

Double-slit photoelectron interference in strong-field ionization of the neon dimer

(2018) Maksim Kunitski et al.   Nature Communications

Classification of wines according to their production regions with the contained trace elements using laser-induced breakdown spectroscopy

(2017) Ye Tian et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

Age-specific discrimination of blood plasma samples of healthy and ovarian cancer prone mice using laser-induced breakdown spectroscopy

(2016) Noureddine Melikechi et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

Deep learning

(2015) Yann LeCun et al.   NATURE

A study of machine learning regression methods for major elemental analysis of rocks using laser-induced breakdown spectroscopy

(2015) Thomas F. Boucher et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

Differentiation of cutaneous melanoma from surrounding skin using laser-induced breakdown spectroscopy

(2015) Jung Hyun Han et al.   Biomedical Optics Express

Ovarian cancer symptom awareness and anticipated delayed presentation in a population sample

(2014) Kate E Brain et al.   BMC CANCER

Laser spectrometry for multi-elemental imaging of biological tissues

(2014) L. Sancey et al.   Scientific Reports

Symptomization and triggering processes: Ovarian cancer patients' narratives on pre-diagnostic sensation experiences and the initiation of healthcare seeking

(2014) Susanne Brandner et al.   SOCIAL SCIENCE & MEDICINE

Indirect laser-induced breakdown of transparent thin gel layer for sensitive trace element detection

(2013) Junshan Xiu et al.   APPLIED PHYSICS LETTERS

Laser-Induced Breakdown Spectroscopy (LIBS), Part II: Review of Instrumental and Methodological Approaches to Material Analysis and Applications to Different Fields

(2012) David W. Hahn et al.   APPLIED SPECTROSCOPY

Laser-Induced Breakdown Spectroscopy (LIBS), Part I: Review of Basic Diagnostics and Plasma—Particle Interactions: Still-Challenging Issues within the Analytical Plasma Community

(2010) David W. Hahn et al.   APPLIED SPECTROSCOPY