BTC Translation Briefs

Clinicians

Skin-tone bias in pulse oximetry

Thermal injury disparities in light therapies across skin tones

Bias audits for optical AI diagnostics

Avoid age-related mismeasurement: Pediatric vs adult optical calibration

Sex-based differences in light-based technologies

Hair, tattoos, scars, and cosmetics as optical confounders

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Go to brief

Entrepreneurs & early-stage innovators

Skin-tone bias in pulse oximetry

Thermal injury disparities in light therapies across skin tones

Bias audits for optical AI diagnostics

Avoid age-related mismeasurement: Pediatric vs adult optical calibration

Sex-based differences in light-based technologies

Hair, tattoos, scars, and cosmetics as optical confounders

Go to brief
Go to brief

Startup founders

Skin-tone bias in pulse oximetry

Thermal injury disparities in light therapies across skin tones

Bias audits for optical AI diagnostics

Avoid age-related mismeasurement: Pediatric vs adult optical calibration

Sex-based differences in light-based technologies

Hair, tattoos, scars, and cosmetics as optical confounders

Go to brief
Go to brief

Investors

Skin-tone bias in pulse oximetry

Thermal injury disparities in light therapies across skin tones

Bias audits for optical AI diagnostics

Avoid age-related mismeasurement: Pediatric vs adult optical calibration

Sex-based differences in light-based technologies

Hair, tattoos, scars, and cosmetics as optical confounders

Go to brief
Go to brief
Go to brief

Educators

Skin-tone bias in pulse oximetry

Thermal injury disparities in light therapies across skin tones

Bias audits for optical AI diagnostics

Avoid age-related mismeasurement: Pediatric vs adult optical calibration

Sex-based differences in light-based technologies

Hair, tattoos, scars, and cosmetics as optical confounders

Go to brief
Go to brief

Patients

Skin-tone bias in pulse oximetry

Thermal injury disparities in light therapies across skin tones

Bias audits for optical AI diagnostics

Avoid age-related mismeasurement: Pediatric vs adult optical calibration

Sex-based differences in light-based technologies

Hair, tattoos, scars, and cosmetics as optical confounders

Go to brief
Go to brief

Mission-driven organizations

Skin-tone bias in pulse oximetry

Thermal injury disparities in light therapies across skin tones

Bias audits for optical AI diagnostics

Avoid age-related mismeasurement: Pediatric vs adult optical calibration

Sex-based differences in light-based technologies

Hair, tattoos, scars, and cosmetics as optical confounders

Go to brief
Go to brief

Health insurance companies

Skin-tone bias in pulse oximetry

Thermal injury disparities in light therapies across skin tones

Bias audits for optical AI diagnostics

Avoid age-related mismeasurement: Pediatric vs adult optical calibration

Sex-based differences in light-based technologies

Hair, tattoos, scars, and cosmetics as optical confounders

Go to brief
Go to brief

Engineers & researchers working outside biophotonics

Skin-tone bias in pulse oximetry

Thermal injury disparities in light therapies across skin tones

Bias audits for optical AI diagnostics

Avoid age-related mismeasurement: Pediatric vs adult optical calibration

Sex-based differences in light-based technologies

Hair, tattoos, scars, and cosmetics as optical confounders

Go to brief
Go to brief