Tags

• data 2
• yeast 2
• heat shock 2
• aggregation 2
• hyperspectral 1
• swir 2
• inflammation 1
• infrared 2
• hemorrhage 1
• wearable 2
• sensors 1
• swine 2
• compensation 1
• pulse oximeter 2
• color 2
• skin 2
• pigmentation 4
• Oximeters 5
• Pigmentation bias 1
• Photoplethysmography 2
• Calibration 2
• Skin 11
• Melanin 2
• Signal processing 1
• Hypoxia 1
• Hemoglobin 2
• Devices 1
• Optical phantoms 1
• Infrared radiation 2
• Oximetry 1
• Scattering 2
• Signal attenuation 1
• Infrared photography 1
• Optical properties 1
• Reflectivity 1
• Skin cancer 1
• Dermatoscope 1
• Imaging 5
• Polarization 1
• Tumors 1
• Collagen 1
• Surgery 2
• Visualization 2
• Tunable filters 1
• Microscope 1
• Cameras 1
• Raspberry Pi 2
• 3D printing 1
• Pathology 1
• Automation 1
• Diagnostics 1
• Multiplexing 1
• Slide scanning 1
• Hemodilution 1
• Postpartum Hemorrhage 1
• Short-wave infrared 3
• SWIR 3
• PPG 1
• Wearable 1
• Sensor 1
• Blood 2
• Short wave infrared 1
• Multispectral 2
• Inflammation 1
• Dermatology 2
• Skin disease 1
• Reflectance 1
• Edema 1
• Tissue optics 3
• oximeter 2
• device 1
• tissue oximeter 1
• mosaic swine 1
• melanin 2
• augmented reality 1
• fluorescence 1
• surgical guidance 1
• imaging 2
• spectroscopy 2
• absorption 2
• JoVE 1
• 3D-printing 1
• Tissue-mimicking phantoms 1
• scattering 1
• optical properties 1
• pigment 1
• diversity 1
• measurement 1
• Pigment 1
• Equitable 1
• Skin tone 2
• Acne 1
• Medical imaging 1
• Chromophores 1
• Absorption 1
• Colorimetry 3
• Color 2
• Diffuse reflectance spectroscopy 1
• Diseases and disorders 1
• tissue optical properties 1
• skin color assessment 1
• Thermography 1
• Thermal imaging 1
• Low-cost 1
• Lepton 1
• Indium Tin Oxide 1
• Beamsplitter 1
• Dermoscopy 1
• Spectrophotometry 2
• Pigments 3
• Medical devices 2
• Photography 1
• Bruising 1
• Equity 2
• Domestic violence 1
• Light absorption 2
• Picosecond phenomena 1
• Tissues 1
• Performance modeling 1
• Photoacoustic spectroscopy 1
• Pulse oximetry 1
• Diversity 1
• Anatomy 1
• Color tone 1
• hemoglobin 1
• colorimetry 1
• monte-carlo 1
• thermal imaging 1
• Short wave infrared radiation 1
• Absorption spectrum 1
• Visible radiation 1
• Near infrared 1
• Optical sensing 1
• Oxygenation 1
• Proteins 1
• clinical 1
• ultrasound 1
• dataset 1
• oximetry 1
• photoplethysmography 1
• open science 1

data

• Disaggregation assay data visualization
• Aggregation assay data visualization

yeast

• Disaggregation assay data visualization
• Aggregation assay data visualization

heat shock

• Disaggregation assay data visualization
• Aggregation assay data visualization

aggregation

• Disaggregation assay data visualization
• Aggregation assay data visualization

hyperspectral

• Hyperspectral imaging and characterization of allergic contact dermatitis in the short-wave infrared

swir

• Short-wave Infrared Imaging
• Hyperspectral imaging and characterization of allergic contact dermatitis in the short-wave infrared

inflammation

• Hyperspectral imaging and characterization of allergic contact dermatitis in the short-wave infrared

infrared

• Characterization of Biological Absorption Spectra Spanning the Visible to the Short-Wave Infrared
• Short-wave Infrared Imaging

hemorrhage

• Development and evaluation of a wearable peripheral vascular compensation sensor in a swine model of hemorrhage

wearable

• Frugal engineering-inspired wearable augmented reality goggle system enables fluorescence-guided cancer surgery
• Development and evaluation of a wearable peripheral vascular compensation sensor in a swine model of hemorrhage

sensors

• Development and evaluation of a wearable peripheral vascular compensation sensor in a swine model of hemorrhage

swine

• Leveraging the naturally occurring spotted pigmentation of Hampshire swine to assess the impact of skin pigmentation on light-based medical devices
• Development and evaluation of a wearable peripheral vascular compensation sensor in a swine model of hemorrhage

compensation

• Development and evaluation of a wearable peripheral vascular compensation sensor in a swine model of hemorrhage

pulse oximeter

• The performance of 11 fingertip pulse oximeters during hypoxemia in healthy human participants with varied, quantified skin pigment.
• 3D-printed skin-mimicking flow phantoms

color

• Skin color assessment
• 3D-printed skin-mimicking flow phantoms

skin

• Comparison of methods for characterizing skin pigment diversity in research cohorts
• 3D-printed skin-mimicking flow phantoms

pigmentation

• Skin pigmentation affects ViOptix T.Ox performance in variably-pigmented preclinical model of flap ischemia and congestion
• Leveraging the naturally occurring spotted pigmentation of Hampshire swine to assess the impact of skin pigmentation on light-based medical devices
• The performance of 11 fingertip pulse oximeters during hypoxemia in healthy human participants with varied, quantified skin pigment.
• 3D-printed skin-mimicking flow phantoms

Oximeters

• Comparison of objective and subjective tools for assessing skin pigmentation diversity: implications for pulse oximeter validation
• Leveraging the naturally occurring spotted pigmentation of Hampshire swine to assess the impact of skin pigmentation on pulse oximeters and other light-based medical devices
• Multispectral shortwave infrared (SWIR) for equitable assessment of bruising in darkly pigmented skin
• Pulsatile 3D-printed multilayer optical phantoms with microchannels for testing pulse oximeters
• Modification of oximeter ratio to reduce pigmentation bias in pulse oximetry

Pigmentation bias

• Modification of oximeter ratio to reduce pigmentation bias in pulse oximetry

Photoplethysmography

• Wearable short-wave infrared device to detect and monitor hemodilution during postpartum hemorrhage
• Modification of oximeter ratio to reduce pigmentation bias in pulse oximetry

Calibration

• Color-corrected dermoscopy for objective skin color measurement
• Modification of oximeter ratio to reduce pigmentation bias in pulse oximetry

Skin

• Absorption spectra library and protocol for measuring biological absorbers spanning the visible to the short-wave infrared
• Comparison of objective and subjective tools for assessing skin pigmentation diversity: implications for pulse oximeter validation
• Leveraging the naturally occurring spotted pigmentation of Hampshire swine to assess the impact of skin pigmentation on pulse oximeters and other light-based medical devices
• Multispectral shortwave infrared (SWIR) for equitable assessment of bruising in darkly pigmented skin
• Color-corrected dermoscopy for objective skin color measurement
• Establishing a causal link between the physiologic range of skin chromophore concentrations and physiologically relevant regions of CIELAB color space
• Multispectral imaging of cutaneous water for skin tone insensitive inflammation assessment
• Wearable short-wave infrared device to detect and monitor hemodilution during postpartum hemorrhage
• Transforming a clinical dermatascope into a dual-wavelength optical polarization imaging device for detecting skin cancer margins
• Pulsatile 3D-printed multilayer optical phantoms with microchannels for testing pulse oximeters
• Modification of oximeter ratio to reduce pigmentation bias in pulse oximetry

Melanin

• Multispectral shortwave infrared (SWIR) for equitable assessment of bruising in darkly pigmented skin
• Modification of oximeter ratio to reduce pigmentation bias in pulse oximetry

Signal processing

• Modification of oximeter ratio to reduce pigmentation bias in pulse oximetry

Hypoxia

• Modification of oximeter ratio to reduce pigmentation bias in pulse oximetry

Hemoglobin

• Multispectral shortwave infrared (SWIR) for equitable assessment of bruising in darkly pigmented skin
• Modification of oximeter ratio to reduce pigmentation bias in pulse oximetry

Devices

• Modification of oximeter ratio to reduce pigmentation bias in pulse oximetry

Optical phantoms

• Pulsatile 3D-printed multilayer optical phantoms with microchannels for testing pulse oximeters

Infrared radiation

• Absorption spectra library and protocol for measuring biological absorbers spanning the visible to the short-wave infrared
• Pulsatile 3D-printed multilayer optical phantoms with microchannels for testing pulse oximeters

Oximetry

• Pulsatile 3D-printed multilayer optical phantoms with microchannels for testing pulse oximeters

Scattering

• Establishing a causal link between the physiologic range of skin chromophore concentrations and physiologically relevant regions of CIELAB color space
• Pulsatile 3D-printed multilayer optical phantoms with microchannels for testing pulse oximeters

Signal attenuation

• Pulsatile 3D-printed multilayer optical phantoms with microchannels for testing pulse oximeters

Infrared photography

• Pulsatile 3D-printed multilayer optical phantoms with microchannels for testing pulse oximeters

Optical properties

• Pulsatile 3D-printed multilayer optical phantoms with microchannels for testing pulse oximeters

Reflectivity

• Pulsatile 3D-printed multilayer optical phantoms with microchannels for testing pulse oximeters

Skin cancer

• Transforming a clinical dermatascope into a dual-wavelength optical polarization imaging device for detecting skin cancer margins

Dermatoscope

• Transforming a clinical dermatascope into a dual-wavelength optical polarization imaging device for detecting skin cancer margins

Imaging

• Multispectral shortwave infrared (SWIR) for equitable assessment of bruising in darkly pigmented skin
• Color-corrected dermoscopy for objective skin color measurement
• Multispectral imaging of cutaneous water for skin tone insensitive inflammation assessment
• Automated multicamera microscope for high-speed imaging
• Transforming a clinical dermatascope into a dual-wavelength optical polarization imaging device for detecting skin cancer margins

Polarization

• Transforming a clinical dermatascope into a dual-wavelength optical polarization imaging device for detecting skin cancer margins

Tumors

• Transforming a clinical dermatascope into a dual-wavelength optical polarization imaging device for detecting skin cancer margins

Collagen

• Transforming a clinical dermatascope into a dual-wavelength optical polarization imaging device for detecting skin cancer margins

Surgery

• Leveraging the naturally occurring spotted pigmentation of Hampshire swine to assess the impact of skin pigmentation on pulse oximeters and other light-based medical devices
• Transforming a clinical dermatascope into a dual-wavelength optical polarization imaging device for detecting skin cancer margins

Visualization

• Multispectral SWIR imaging for equitable pigmentation-insensitive assessment of inflammatory acne in darkly pigmented skin
• Transforming a clinical dermatascope into a dual-wavelength optical polarization imaging device for detecting skin cancer margins

Tunable filters

• Transforming a clinical dermatascope into a dual-wavelength optical polarization imaging device for detecting skin cancer margins

Microscope

• Automated multicamera microscope for high-speed imaging

Cameras

• Automated multicamera microscope for high-speed imaging

Raspberry Pi

• Low-cost parallax-free coaligned thermal and visible imaging with a visible/near-infrared and long-wave infrared beamsplitter
• Automated multicamera microscope for high-speed imaging

3D printing

• Automated multicamera microscope for high-speed imaging

Pathology

• Automated multicamera microscope for high-speed imaging

Automation

• Automated multicamera microscope for high-speed imaging

Diagnostics

• Automated multicamera microscope for high-speed imaging

Multiplexing

• Automated multicamera microscope for high-speed imaging

Slide scanning

• Automated multicamera microscope for high-speed imaging

Hemodilution

• Wearable short-wave infrared device to detect and monitor hemodilution during postpartum hemorrhage

Postpartum Hemorrhage

• Wearable short-wave infrared device to detect and monitor hemodilution during postpartum hemorrhage

Short-wave infrared

• Multispectral SWIR imaging for equitable pigmentation-insensitive assessment of inflammatory acne in darkly pigmented skin
• Tuning the optical properties of a 3D printed skin mimicking phantom to be compatible with tissue properties in the short-wave infrared
• Wearable short-wave infrared device to detect and monitor hemodilution during postpartum hemorrhage

SWIR

• Multispectral shortwave infrared (SWIR) for equitable assessment of bruising in darkly pigmented skin
• Multispectral SWIR imaging for equitable pigmentation-insensitive assessment of inflammatory acne in darkly pigmented skin
• Wearable short-wave infrared device to detect and monitor hemodilution during postpartum hemorrhage

PPG

• Wearable short-wave infrared device to detect and monitor hemodilution during postpartum hemorrhage

Wearable

• Wearable short-wave infrared device to detect and monitor hemodilution during postpartum hemorrhage

Sensor

• Wearable short-wave infrared device to detect and monitor hemodilution during postpartum hemorrhage

Blood

• Establishing a causal link between the physiologic range of skin chromophore concentrations and physiologically relevant regions of CIELAB color space
• Wearable short-wave infrared device to detect and monitor hemodilution during postpartum hemorrhage

Short wave infrared

• Multispectral imaging of cutaneous water for skin tone insensitive inflammation assessment

Multispectral

• Multispectral SWIR imaging for equitable pigmentation-insensitive assessment of inflammatory acne in darkly pigmented skin
• Multispectral imaging of cutaneous water for skin tone insensitive inflammation assessment

Inflammation

• Multispectral imaging of cutaneous water for skin tone insensitive inflammation assessment

Dermatology

• Multispectral SWIR imaging for equitable pigmentation-insensitive assessment of inflammatory acne in darkly pigmented skin
• Multispectral imaging of cutaneous water for skin tone insensitive inflammation assessment

Skin disease

• Multispectral imaging of cutaneous water for skin tone insensitive inflammation assessment

Reflectance

• Multispectral imaging of cutaneous water for skin tone insensitive inflammation assessment

Edema

• Multispectral imaging of cutaneous water for skin tone insensitive inflammation assessment

Tissue optics

• Leveraging the naturally occurring spotted pigmentation of Hampshire swine to assess the impact of skin pigmentation on pulse oximeters and other light-based medical devices
• Multispectral SWIR imaging for equitable pigmentation-insensitive assessment of inflammatory acne in darkly pigmented skin
• Multispectral imaging of cutaneous water for skin tone insensitive inflammation assessment

oximeter

• Impact of melanin on medical device function
• Leveraging the naturally occurring spotted pigmentation of Hampshire swine to assess the impact of skin pigmentation on light-based medical devices

device

• Leveraging the naturally occurring spotted pigmentation of Hampshire swine to assess the impact of skin pigmentation on light-based medical devices

tissue oximeter

• Skin pigmentation affects ViOptix T.Ox performance in variably-pigmented preclinical model of flap ischemia and congestion

mosaic swine

• Skin pigmentation affects ViOptix T.Ox performance in variably-pigmented preclinical model of flap ischemia and congestion

melanin

• Skin color assessment
• Impact of melanin on medical device function

augmented reality

• Frugal engineering-inspired wearable augmented reality goggle system enables fluorescence-guided cancer surgery

fluorescence

• Frugal engineering-inspired wearable augmented reality goggle system enables fluorescence-guided cancer surgery

surgical guidance

• Frugal engineering-inspired wearable augmented reality goggle system enables fluorescence-guided cancer surgery

imaging

• Characterization of Biological Absorption Spectra Spanning the Visible to the Short-Wave Infrared
• Frugal engineering-inspired wearable augmented reality goggle system enables fluorescence-guided cancer surgery

spectroscopy

• Skin color assessment
• Characterization of Biological Absorption Spectra Spanning the Visible to the Short-Wave Infrared

absorption

• Tuning the optical properties of a 3D printed skin mimicking phantom to be compatible with tissue properties in the short-wave infrared
• Characterization of Biological Absorption Spectra Spanning the Visible to the Short-Wave Infrared

JoVE

• Characterization of Biological Absorption Spectra Spanning the Visible to the Short-Wave Infrared

3D-printing

• Tuning the optical properties of a 3D printed skin mimicking phantom to be compatible with tissue properties in the short-wave infrared

Tissue-mimicking phantoms

• Tuning the optical properties of a 3D printed skin mimicking phantom to be compatible with tissue properties in the short-wave infrared

scattering

• Tuning the optical properties of a 3D printed skin mimicking phantom to be compatible with tissue properties in the short-wave infrared

optical properties

• Tuning the optical properties of a 3D printed skin mimicking phantom to be compatible with tissue properties in the short-wave infrared

pigment

• Comparison of methods for characterizing skin pigment diversity in research cohorts

diversity

• Comparison of methods for characterizing skin pigment diversity in research cohorts

measurement

• Comparison of methods for characterizing skin pigment diversity in research cohorts

Pigment

• Multispectral SWIR imaging for equitable pigmentation-insensitive assessment of inflammatory acne in darkly pigmented skin

Equitable

• Multispectral SWIR imaging for equitable pigmentation-insensitive assessment of inflammatory acne in darkly pigmented skin

Skin tone

• Color-corrected dermoscopy for objective skin color measurement
• Multispectral SWIR imaging for equitable pigmentation-insensitive assessment of inflammatory acne in darkly pigmented skin

Acne

• Multispectral SWIR imaging for equitable pigmentation-insensitive assessment of inflammatory acne in darkly pigmented skin

Medical imaging

• Multispectral SWIR imaging for equitable pigmentation-insensitive assessment of inflammatory acne in darkly pigmented skin

Chromophores

• Establishing a causal link between the physiologic range of skin chromophore concentrations and physiologically relevant regions of CIELAB color space

Absorption

• Establishing a causal link between the physiologic range of skin chromophore concentrations and physiologically relevant regions of CIELAB color space

Colorimetry

• Comparison of objective and subjective tools for assessing skin pigmentation diversity: implications for pulse oximeter validation
• Color-corrected dermoscopy for objective skin color measurement
• Establishing a causal link between the physiologic range of skin chromophore concentrations and physiologically relevant regions of CIELAB color space

Color

• Comparison of objective and subjective tools for assessing skin pigmentation diversity: implications for pulse oximeter validation
• Establishing a causal link between the physiologic range of skin chromophore concentrations and physiologically relevant regions of CIELAB color space

Diffuse reflectance spectroscopy

• Establishing a causal link between the physiologic range of skin chromophore concentrations and physiologically relevant regions of CIELAB color space

Diseases and disorders

• Establishing a causal link between the physiologic range of skin chromophore concentrations and physiologically relevant regions of CIELAB color space

tissue optical properties

• Establishing a causal link between the physiologic range of skin chromophore concentrations and physiologically relevant regions of CIELAB color space

skin color assessment

• Establishing a causal link between the physiologic range of skin chromophore concentrations and physiologically relevant regions of CIELAB color space

Thermography

• Low-cost parallax-free coaligned thermal and visible imaging with a visible/near-infrared and long-wave infrared beamsplitter

Thermal imaging

• Low-cost parallax-free coaligned thermal and visible imaging with a visible/near-infrared and long-wave infrared beamsplitter

Low-cost

• Low-cost parallax-free coaligned thermal and visible imaging with a visible/near-infrared and long-wave infrared beamsplitter

Lepton

• Low-cost parallax-free coaligned thermal and visible imaging with a visible/near-infrared and long-wave infrared beamsplitter

Indium Tin Oxide

• Low-cost parallax-free coaligned thermal and visible imaging with a visible/near-infrared and long-wave infrared beamsplitter

Beamsplitter

• Low-cost parallax-free coaligned thermal and visible imaging with a visible/near-infrared and long-wave infrared beamsplitter

Dermoscopy

• Color-corrected dermoscopy for objective skin color measurement

Spectrophotometry

• Comparison of objective and subjective tools for assessing skin pigmentation diversity: implications for pulse oximeter validation
• Color-corrected dermoscopy for objective skin color measurement

Pigments

• Comparison of objective and subjective tools for assessing skin pigmentation diversity: implications for pulse oximeter validation
• Leveraging the naturally occurring spotted pigmentation of Hampshire swine to assess the impact of skin pigmentation on pulse oximeters and other light-based medical devices
• Color-corrected dermoscopy for objective skin color measurement

Medical devices

• Leveraging the naturally occurring spotted pigmentation of Hampshire swine to assess the impact of skin pigmentation on pulse oximeters and other light-based medical devices
• Color-corrected dermoscopy for objective skin color measurement

Photography

• Color-corrected dermoscopy for objective skin color measurement

Bruising

• Multispectral shortwave infrared (SWIR) for equitable assessment of bruising in darkly pigmented skin

Equity

• Comparison of objective and subjective tools for assessing skin pigmentation diversity: implications for pulse oximeter validation
• Multispectral shortwave infrared (SWIR) for equitable assessment of bruising in darkly pigmented skin

Domestic violence

• Multispectral shortwave infrared (SWIR) for equitable assessment of bruising in darkly pigmented skin

Light absorption

• Absorption spectra library and protocol for measuring biological absorbers spanning the visible to the short-wave infrared
• Multispectral shortwave infrared (SWIR) for equitable assessment of bruising in darkly pigmented skin

Picosecond phenomena

• Leveraging the naturally occurring spotted pigmentation of Hampshire swine to assess the impact of skin pigmentation on pulse oximeters and other light-based medical devices

Tissues

• Leveraging the naturally occurring spotted pigmentation of Hampshire swine to assess the impact of skin pigmentation on pulse oximeters and other light-based medical devices

Performance modeling

• Leveraging the naturally occurring spotted pigmentation of Hampshire swine to assess the impact of skin pigmentation on pulse oximeters and other light-based medical devices

Photoacoustic spectroscopy

• Leveraging the naturally occurring spotted pigmentation of Hampshire swine to assess the impact of skin pigmentation on pulse oximeters and other light-based medical devices

Pulse oximetry

• Comparison of objective and subjective tools for assessing skin pigmentation diversity: implications for pulse oximeter validation

Diversity

• Comparison of objective and subjective tools for assessing skin pigmentation diversity: implications for pulse oximeter validation

Anatomy

• Comparison of objective and subjective tools for assessing skin pigmentation diversity: implications for pulse oximeter validation

Color tone

• Comparison of objective and subjective tools for assessing skin pigmentation diversity: implications for pulse oximeter validation

hemoglobin

• Skin color assessment

colorimetry

• Skin color assessment

monte-carlo

• Skin color assessment

thermal imaging

• Coaligned thermal, near-infrared, and visible imaging

Short wave infrared radiation

• Absorption spectra library and protocol for measuring biological absorbers spanning the visible to the short-wave infrared

Absorption spectrum

• Absorption spectra library and protocol for measuring biological absorbers spanning the visible to the short-wave infrared

Visible radiation

• Absorption spectra library and protocol for measuring biological absorbers spanning the visible to the short-wave infrared

Near infrared

• Absorption spectra library and protocol for measuring biological absorbers spanning the visible to the short-wave infrared

Optical sensing

• Absorption spectra library and protocol for measuring biological absorbers spanning the visible to the short-wave infrared

Oxygenation

• Absorption spectra library and protocol for measuring biological absorbers spanning the visible to the short-wave infrared

Proteins

• Absorption spectra library and protocol for measuring biological absorbers spanning the visible to the short-wave infrared

clinical

• Bevel Rotation Alters Needle Tip Visualization in Dermatologic Intralesional Injections

ultrasound

• Bevel Rotation Alters Needle Tip Visualization in Dermatologic Intralesional Injections

dataset

• Open Access Dataset and Common Data Model for Pulse Oximeter Performance Data

oximetry

• Open Access Dataset and Common Data Model for Pulse Oximeter Performance Data

photoplethysmography

• Open Access Dataset and Common Data Model for Pulse Oximeter Performance Data

open science

• Open Access Dataset and Common Data Model for Pulse Oximeter Performance Data