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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.

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OCT assessment of aortic wall degradation for surgical guidance - Comunicación a Congreso
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30cm of spatial resolution using pre-excitation pulse BOTDA technique - 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
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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
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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
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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
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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
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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
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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
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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
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
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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
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Influence of saturable absorbers on fiber ring laser sensors - Comunicación a Congreso
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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

Consultar en 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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