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Affinity-based color enhancement methods for contrast enhancement in hyperspectral and multimodal imaging

Abstract: This work proposes separating data analysis from hyperspectral enhancement or editing, providing a robust, context-independent, fully-tunable framework for biomarker-based contrast in wide-field imaging with a series of reliable properties that could enable its use in guided surgery. Some applications of this method powered by deep learning diagnostics will be discussed and shown.

Otras comunicaciones del congreso o articulos relacionados con autores/as de la Universidad de Cantabria

OCT assessment of aortic wall degradation for surgical guidance - Comunicación a Congreso
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Speckle POF sensor for detecting vital signs of patients - Comunicación a Congreso
Identification of vessel wall anomalies in thoracic aortic aneurysms through optical coherence tomography and gradient-based strategies - Comunicación a Congreso
Angle transducer based on Fiber Bragg gratings able for tunnel auscultation - Comunicación a Congreso
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High resolution method for measuring Brillouin spectrum scattering in special optical fibers - Comunicación a Congreso
Hyperspectral imaging for diagnosis and quality control in agri-food and industrial sectors - Comunicación a Congreso
Low cost plastic optical fiber sensor based on surface plasmon resonance - Comunicación a Congreso
Unsupervised grouping of industrial textile dyes using K-means algorithm and optical fibre spectroscopy - Comunicación a Congreso
Use of the plasma RMS signal for on-line welding quality monitoring - Comunicación a Congreso
Welding diagnostics based on feature selection and optimization algorithms - Comunicación a Congreso
30cm of spatial resolution using pre-excitation pulse BOTDA technique - Comunicación a Congreso
L-band multiwavelength erbium-doped fiber ring laser for sensing applications - Comunicación a Congreso
Long integral temperature Brillouin sensor for off- shore wind energy power supply lines - Comunicación a Congreso
Optimal design and implementation of a temperature and strain optical transducer using FBGs and fiber taper hybrid structure - Comunicación a Congreso
Automated ensemble segmentation of epithelial proliferation, necrosis, and fibrosis using scatter tumor imaging - Comunicación a Congreso
3D optimal light distribution in brain tumors for photodynamic therapy - Comunicación a Congreso
Optical propagation of partially coherent light through anisotropic biological tissues by Green's functions - Comunicación a Congreso
The QUIJOTE TGI - Comunicación a Congreso
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Ultra-long and high-stability Random laser based on EDF gain-media and Rayleigh scattering distributed mirror - Comunicación a Congreso
Fiber Specklegram Sensors sensitivities at high temperatures - Comunicación a Congreso
Fiber Bragg Grating regeneration temperature in standard fibers - Comunicación a Congreso
Common frequency suppression method for fiber specklegram perimeter sensors - Comunicación a Congreso
Multispectral reflectance enhancement for breast cancer visualization in the operating room - Comunicación a Congreso
Enhanced delineation of degradation in aortic walls through OCT - Comunicación a Congreso
Interference of speckle patterns projected by multimode fibers - Comunicación a Congreso
Iterative Otsu's method for OCT improved delineation in the aorta wall - Comunicación a Congreso
LiteBIRD satellite: JAXA's new strategic L-class mission for all-sky surveys of cosmic microwave background polarization - Comunicación a Congreso
Overview of the medium and high frequency telescopes of the LiteBIRD space mission - Comunicación a Congreso
Concept design of low frequency telescope for CMB B-mode polarization satellite LiteBIRD - Comunicación a Congreso
Automatic classification of steel plates based on laser induced breakdown spectroscopy and support vector machines - Comunicación a Congreso
Spectral marks for qualitative discriminant analysis - Comunicación a Congreso
Introduction - Artículo de Revista
Analysis of optical crosstalk in flexible imaging endoscopes based on multicore fibers - Comunicación a Congreso
Maturity of human bone estimated by FTIR spectroscopy analysis: implications for ostheoporosis - Comunicación a Congreso
Optical phase conjugation by dynamic holography for wavefront restoration in turbid media - Comunicación a Congreso
Photochemical predictive analysis of photodynamic therapy in dermatology - Comunicación a Congreso
Photochemical predictive analysis of photodynamic therapy with non-homogeneous topical photosensitizer distribution in dermatological applications - Comunicación a Congreso
Comparative study of optical activity in chiral biological media by polar decomposition and differential Mueller matrices analysis - Comunicación a Congreso
Effect of gold nanoparticles in the local heating of skin tumors induced by phototherapy - Comunicación a Congreso
Multimode fiber-based transmitter for free space optical communications - Comunicación a Congreso
Numerical modeling of light propagation in biological tissues: time-resolved 3D simulations based on light diffusion model and FDTD solution of Maxwell's equations - Comunicación a Congreso
Photosensitizer fluorescence emission during photodynamic therapy applied to dermatological diseases - Comunicación a Congreso
Photosensitizer nanocarriers modeling for photodynamic therapy applied to dermatological diseases - Comunicación a Congreso
Optical assessment of pathology in surgically resected tissues - Comunicación a Congreso
Refractive index sensing by all-dielectric metasurfaces supporting quasi-bound states in the continuum - Comunicación a Congreso
High-frequency signal generation using 1550 nm VCSEL subject to two-frequency optical injection - Comunicación a Congreso
Memory-efficient belief propagation for high-definition real-time stereo matching systems - Comunicación a Congreso
Automatic vector generation guided by a functional metric - Comunicación a Congreso
Laser transmission welding of Acrylonitrile-Butadiene-Styrene (ABS) using a tailored high power diode-laser optical fiber coupled system - Comunicación a Congreso
Pyramidal wavefront sensor using diffractive lenses - Artículo de Revista
Deterministic and stochastic dynamics of linear polarizations emitted by single-mode VCSELs subject to orthogonal optical injection - Comunicación a Congreso
Optical spectral analysis of the nonlinear dynamics in long-wavelength single-mode VCSELs subject to orthogonal optical injection. - Comunicación a Congreso
Photonic single nonlinear-delay dynamical node for information processing - Comunicación a Congreso
Polarization switching of transverse modes in VCSELs subject to two-frequency orthogonal optical injection - Comunicación a Congreso
The new multi-frequency instrument (MFI2) for the QUIJOTE facility in Tenerife - Comunicación a Congreso
Optical neural stimulation modeling on degenerative neocortical neural networks - Comunicación a Congreso
Analysis of radiation parameters to control the effects of Nd: YAG laser surgery on gastric malignancies - Comunicación a Congreso
Transverse mode selection and injection locking in 1550-nm multimode VCSELs induced by optical injection - Comunicación a Congreso
Polarization-resolved nonlinear dynamics in long-wavelength single-mode VCSELs subject to orthogonal optical injection - Comunicación a Congreso
Glass powder doping of nanocrystal-doped fibres: challenges and results - Comunicación a Congreso
Polar decomposition applied to light scattering by structured 2D surfaces - Comunicación a Congreso
Experimental stability maps of a 1550nm-VCSEL subject to polarized optical injection - Comunicación a Congreso
Experimental study of relative intensity noise of multimode vertical-cavity surface-emitting lasers - Comunicación a Congreso
Optical injection-induced timing jitter reduction in gain-switched single-mode vertical-cavity surface-emitting lasers - Comunicación a Congreso
Polarization bistability in long-wavelength multitransverse-mode VCSELs induced by orthogonal optical injection - Comunicación a Congreso
Ultra-high-Q dielectric metasurface for polarization conversion - Comunicación a Congreso
Novel microstructures on indium tin oxide for liquid crystal adaptive lenses - Comunicación a Congreso
Theoretical modeling of a Localized Surface Plasmon Resonance (LSPR) based fiber optic temperature sensor - Comunicación a Congreso
Enhancing and tailoring light-matter interaction in the near-infrared by all-dielectric metasurfaces supporting silicon-slot quasi-bound state in the continuum modes - Comunicación a Congreso
Lab-on-chip design for multiparameter phytoplankton analysis - Comunicación a Congreso
Comparison between optical coherence tomography and phase shifting profilometry for surface estimation - Comunicación a Congreso
Wide-field optical properties estimation of whole limbs in muscle dystrophy murine models via SFDI: a case study - Comunicación a Congreso
Effect of temperature on polarization switching in long-wavelength VCSELs - Comunicación a Congreso
Colorimetric fusion of attenuation and birefringence in OCT signatures: a screening tool for evaluating muscular degradation in alpha-sarcoglican deficit murine models - Comunicación a Congreso
Free space ranging based on a chaotic long-wavelength VCSEL with optical feedback - Comunicación a Congreso
Characterization of the working parameters of a long-wavelength VCSEL - Comunicación a Congreso
Experimental investigation of elliptically polarized injection-locked VCSELs - Comunicación a Congreso
Dynamics of long-wavelength VCSELs subject to dual-beam optical injection - Comunicación a Congreso
Optical-component-only adaptive optics improved setup - Comunicación a Congreso
Multimodal imaging Mueller polarimetric microscope to study polarimetric properties of spheroidal microparticles - Comunicación a Congreso
Optical characterization of phase-change materials for reconfigurable devices: GaS, Ga2S3 and MoOx: their plasmonics and beyond - Comunicación a Congreso
Perspective of reconfigurability of devices by low-dimensional optical phase-change III-Chalcogenides - Comunicación a Congreso
Unveiling the optical injection-induced nonlinear dynamics of VCSEL-based frequency combs - Artículo de Revista
Evaluation of cardiovascular pathologies in human aortas with hyperspectral imaging and optical coherence tomography - Comunicación a Congreso
Dynamic control of Bessel beams with longitudinally varying polarization through liquid-crystal anisotropic axicons - Comunicación a Congreso
Multispectral Muller matrix imaging: a potential tool to visualize white matter tracts - Comunicación a Congreso
Reflection-based fiber specklegram sensor - Comunicación a Congreso
High-temperature distributed sensor system via BOTDA and multimode gold-coated fiber - Comunicación a Congreso
Brillouin frequency shift estimation in BOTDA via subpixel processing - Comunicación a Congreso
Thermal annealing of tilted fiber Bragg gratings - Comunicación a Congreso
QUIJOTE Experiment: status of telescopes and instrumentation - Comunicación a Congreso
Analysis of superficial fluorescence patterns in nonmelanoma skin cancer during photodynamic therapy by a dosimetric tool - Comunicación a Congreso
Laser dosimetry planning tool for colonoscopic tumor resection - Comunicación a Congreso
Analysis of optical neural stimulation effects on neural networks affected by neurodegenerative diseases - Comunicación a Congreso
Theoretical and experimental study of polarization switching in longwavelength VCSELs subject to parallel optical injection - Comunicación a Congreso
Chaos synchronization in mutually coupled long-wavelength vertical-cavity surface-emitting lasers with long delay time - Comunicación a Congreso
Plasmonics in the UV range with Rhodium nanocubes - Comunicación a Congreso
Spectral response of dielectric nano-antennas in the far- and near-field regimes - Comunicación a Congreso
Polarimetric techniques for determining morphology and optical features of High Refractive Index dielectric nanoparticles size - Comunicación a Congreso
Using linear polarization for sensing and monitoring nanoparticle purity - Comunicación a Congreso
Influence of saturable absorbers on fiber ring laser sensors - Comunicación a Congreso
In-fiber Mach-Zehnder interferometer inscribed with femtosecond laser for high temperature sensing - Comunicación a Congreso
Safe and private pedestrian detection by a low-cost fiber optic specklegram - Comunicación a Congreso
Non-contact vibration analysis using speckle-based techniques - Comunicación a Congreso
Feasibility study of strain and temperature discrimination in a BOTDA system via artificial neural networks - Comunicación a Congreso
Brillouin optical time-domain analyzer with a fiber ring laser working on the SLM regime - Comunicación a Congreso
Experimental demonstration of a Brillouin optical frequency-domain reflectometry (BOFDR) sensor - Comunicación a Congreso
Collagen birefringence assessment in heart chordae tendineae through PS-OCT - Comunicación a Congreso
Automated skin lesion segmentation with kernel density estimation - Comunicación a Congreso
OCT inspection of degenerative and rheumatic tendinous cords - Comunicación a Congreso
Analysis of polarimetric parameters in strongly oriented biological tissues - Comunicación a Congreso
Fluorescence emission analysis of photodynamic therapy photosensitizer as a monitoring biomarker - Comunicación a Congreso
Optical propagation analysis in photobioreactor measurements on cyanobacteria - Comunicación a Congreso
Considerations of education in the field of biophotonics in engineering: the experience of the subject Fundamentals of Biophotonics - Comunicación a Congreso
Analysis of nanoparticles optical propagation influence in biological tissue simulating phantoms - Comunicación a Congreso
Optical characterization of tissue-simulating phantoms with microparticles by Digital Image Plane Holography - Comunicación a Congreso
The extended Kubelka-Munk theory and its application to colloidal systems - Comunicación a Congreso
Recent advances in metals for plasmonics applications in the UV range - Comunicación a Congreso
Modelling metal-dielectric core-shell nanoparticles with effective medium theories - Comunicación a Congreso
Mueller matrix imaging and analysis of cancerous cells - Comunicación a Congreso
Light scattering influence in cyanobacteria suspensions inside a photobioreactor - Comunicación a Congreso
Nanoparticle-based photodynamic therapy on non-melanoma skin cancer - Comunicación a Congreso
Theoretical study of polarization dynamics in VCSEL-based optical frequency combs - Comunicación a Congreso
Scattering directionality of high refractive index dielectric particles: a note for solar energy harvesting - Artículo de Revista
Light propagation in highly scattering biological tissues analyzed by Green's functions - Comunicación a Congreso
Astigmatism compensation for waveguide inscription in optical fiber by femtosecond lasers - Comunicación a Congreso
Hybrid Mach-Zehnder interferometer manufactured by femtosecond laser multiscan technique - Comunicación a Congreso
Micro-drilled optical fiber for enhanced laser strain sensors - Comunicación a Congreso
POF-based specklegram sensor post processing comparative: methods for extracting breath and heart rate - Comunicación a Congreso
Reflected power-based 2D bending sensor using femtosecond laser FBG inscription in multicore fiber - Comunicación a Congreso
Depth-resolved attenuation coefficient estimation for skin cancer assessment with Optical Coherence Tomography - Comunicación a Congreso
Automatic pigmented lesion segmentation through a dermoscopy-guided OCT approach for early diagnosis - Comunicación a Congreso
Diffuse reflectance spectroscopy biomarkers for biological tissues characterization: application to ex-vivo animal tissues - Comunicación a Congreso
Deep variational autoencoders for breast cancer tissue modeling and synthesis in SFDI - Comunicación a Congreso
Overcoming non-local effects and Brillouin threshold limitations in Brillouin distributed sensors - Comunicación a Congreso
ROTDR signal enhancement via deep convolutional denoising autoencoders trained with domain randomization - Comunicación a Congreso
Fluorescence imaging contrast in guided surgery on nerves measured in rats in vivo - Comunicación a Congreso
Optical radiation propagation based on Green's functions in biological skin tissues for enhanced coherence contrast - Comunicación a Congreso
Automated surgical margin assessment in breast conserving surgery using SFDI with ensembles of self-confident deep convolutional networks - Comunicación a Congreso
Fusion of OCT and hyperspectral imaging for tissue diagnosis and assessment - Comunicación a Congreso
Scatter signatures in SFDI data enable breast surgical margin delineation via ensemble learning - Comunicación a Congreso
The status of the Quijote multi-frequency instrument - Comunicación a Congreso
The QUIJOTE-CMB experiment: studying the polarisation of the galactic and cosmological microwave emissions - Comunicación a Congreso
Analysis of thermal effects in endoscopic nanocarriers-based photodynamic therapy applied to esophageal diseases - Comunicación a Congreso
Influence of the photosensitizer photobleaching in the propagation of light during photodynamic therapy - Comunicación a Congreso
Virtual platform for power and security analysis of wireless sensor network - Comunicación a Congreso
Comparative numerical analysis of magnetic and optical radiation propagation in adult human head - Comunicación a Congreso
Comparison and evaluation of laser beam shaping techniques - Comunicación a Congreso
Detection of non-standard atmospheric effects in FSO systems - Comunicación a Congreso
Polarized light Monte Carlo analysis of birefringence-induced depolarization in biological tissues - Comunicación a Congreso
Predictive analysis of optical ablation in several dermatological tumoral tissues - Comunicación a Congreso
Predictive model for photodynamic therapy with gold nanoparticles as vehicle for the photosensitizer delivery - Comunicación a Congreso
Modeling of an implantable device for remote arterial pressure measurement - Comunicación a Congreso
Blind breast tissue diagnosis using independent component analysis of localized backscattering response - Comunicación a Congreso
BOTDA sensor network with power by light remote switching - Comunicación a Congreso
Enhanced tumor contrast during breast lumpectomy provided by independent component analysis of localized reflectance measures - Comunicación a Congreso
Influence of the refractive index of liquids in the speckle pattern of multimode fibers - Comunicación a Congreso
Integral temperature hybrid laser sensor - Comunicación a Congreso
Pipe flow speed sensor based on Fiber Bragg Gratings - Comunicación a Congreso
POF vibration sensor based on speckle pattern changes - Comunicación a Congreso
Speckle characterization in multimode fibers for sensing applications - Comunicación a Congreso
Temperature level optical fiber sensor using shape memory alloy wires - Comunicación a Congreso
Fiber Bragg Grating sensors for on-line welding diagnostics - Comunicación a Congreso
Fractal analysis of scatter imaging signatures to distinguish breast pathologies - Comunicación a Congreso
Linear classifier and textural analysis of optical scattering images for tumor classification during breast cancer extraction - Comunicación a Congreso
Measurement of displacement in the micrometer range using speckle pattern correlation in multimode fibers - Comunicación a Congreso
Optical coherence tomography assessment of vessel wall degradation in aneurysmatic thoracic aortas - Comunicación a Congreso
Simplified sensor design for temperature-strain discrimination using Fiber Bragg Gratings embedded in laminated composites - Comunicación a Congreso
Switchable fiber optic laser system for high and low-strain fiber optic sensors remote multiplexing - Comunicación a Congreso
Smart material using fiber Bragg grating transducers and shape memory alloy actuators - Comunicación a Congreso
Focal beam position detection in a laser Induced Breakdown Spectroscopy system by using a Fiber Bragg Grating sensor - Comunicación a Congreso
Quasidistributed fiber sensor for precast concrete structures monitoring - Comunicación a Congreso
Wavelength domain multiplexed fiber specklegram sensor - Comunicación a Congreso
Temperature and pressure transducer based on FBG for large diameter water pipes - Comunicación a Congreso
Broadband polarimeter receivers at 30 and 40 GHz for cosmic microwave background measurement - Comunicación a Congreso
Introduction - Comunicación a Congreso
Introduction - Comunicación a Congreso
Experimental and numerical analysis of optical frequency comb generation in gain-switched semiconductor lasers subject to optical injection - Comunicación a Congreso
Metals and dielectrics for UV plasmonics - Comunicación a Congreso
Species discrimination in plasma welding spectra by means of principal and independent component analysis - Comunicación a Congreso

Autoría: Pardo A., Gutiérrez-Gutiérrez J.A., López-Higuera J.M., Pogue B.W., Conde O.M.,

Congreso: Molecular-Guided Surgery: Molecules, Devices, and Applications (6ª : 2020 : San Francisco)

Editorial: SPIE Society of Photo-Optical Instrumentation Engineers

Fecha de publicación: 19/02/2020

Nº de páginas: 5

Tipo de publicación: Comunicación a Congreso

DOI: 10.1117/12.2546961

ISSN: 0277-786X,1996-756X

Proyecto español: FIS2010-19860

Url de la publicación: https://doi.org/10.1117/12.2546961

Repositorio UCrea Leer publicación

Autoría

ARTURO PARDO FRANCO

JOSE ALBERTO GUTIERREZ GUTIERREZ

JOSE MIGUEL LOPEZ HIGUERA

BRIAN W. POGUE

OLGA MARIA CONDE PORTILLA

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