Extraction of sensing data for desired scent impressions using mass spectra of odorant molecules

Predicting individual perceptual scent impression from imbalanced dataset using mass spectrum of odorant molecules

(2022) Tanoy Debnath et al.   Scientific Reports

Exploration of sensing data to realize intended odor impression using mass spectrum of odor mixture

(2022) Daisuke Hasebe et al.   PLoS One

Predicting Odor Perception of Mixed Scent from Mass Spectrometry

(2021) Tanoy Debnath et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Predicting human odor perception represented by continuous values from mass spectra of essential oils resembling chemical mixtures

(2020) Tanoy Debnath et al.   PLoS One

Odorant clustering based on molecular parameter-feature extraction and imaging analysis of olfactory bulb odor maps

(2018) Liang Shang et al.   SENSORS AND ACTUATORS B-CHEMICAL

Predicting human olfactory perception from chemical features of odor molecules

(2017) Andreas Keller et al.   SCIENCE

Odor Impression Prediction from Mass Spectra

(2016) Yuji Nozaki et al.   PLoS One

Deep learning

(2015) Yann LeCun et al.   NATURE

Categorical Dimensions of Human Odor Descriptor Space Revealed by Non-Negative Matrix Factorization

(2013) Jason B. Castro et al.   PLoS One