Deep learning in pharmacogenomics: from gene regulation to patient stratification
Kalinin, Alexandr A, Higgins, Gerald A, Reamaroon, Narathip, Soroushmehr, Sayedmohammadreza, Allyn-Feuer, Ari, Dinov, Ivo D, Najarian, Kayvan, Athey, Brian D
Published in Pharmacogenomics (01.05.2018)
Published in Pharmacogenomics (01.05.2018)
Get full text
Journal Article
Robust segmentation of lung in chest x-ray: applications in analysis of acute respiratory distress syndrome
Reamaroon, Narathip, Sjoding, Michael W, Derksen, Harm, Sabeti, Elyas, Gryak, Jonathan, Barbaro, Ryan P, Athey, Brian D, Najarian, Kayvan
Published in BMC medical imaging (15.10.2020)
Published in BMC medical imaging (15.10.2020)
Get full text
Journal Article
Signal quality measure for pulsatile physiological signals using morphological features: Applications in reliability measure for pulse oximetry
Sabeti, Elyas, Reamaroon, Narathip, Mathis, Michael, Gryak, Jonathan, Sjoding, Michael, Najarian, Kayvan
Published in Informatics in medicine unlocked (2019)
Published in Informatics in medicine unlocked (2019)
Get full text
Journal Article
Accounting for Label Uncertainty in Machine Learning for Detection of Acute Respiratory Distress Syndrome
Reamaroon, Narathip, Sjoding, Michael W., Lin, Kaiwen, Iwashyna, Theodore J., Najarian, Kayvan
Published in IEEE journal of biomedical and health informatics (01.01.2019)
Published in IEEE journal of biomedical and health informatics (01.01.2019)
Get full text
Journal Article
Learning Using Partially Available Privileged Information and Label Uncertainty: Application in Detection of Acute Respiratory Distress Syndrome
Sabeti, Elyas, Drews, Joshua, Reamaroon, Narathip, Warner, Elisa, Sjoding, Michael W., Gryak, Jonathan, Najarian, Kayvan
Published in IEEE journal of biomedical and health informatics (01.03.2021)
Published in IEEE journal of biomedical and health informatics (01.03.2021)
Get full text
Journal Article
Automated detection of acute respiratory distress syndrome from chest X-Rays using Directionality Measure and deep learning features
Reamaroon, Narathip, Sjoding, Michael W., Gryak, Jonathan, Athey, Brian D., Najarian, Kayvan, Derksen, Harm
Published in Computers in biology and medicine (01.07.2021)
Published in Computers in biology and medicine (01.07.2021)
Get full text
Journal Article
Detection of Acute Respiratory Distress Syndrome by Incorporation of Label Uncertainty and Partially Available Privileged Information
Sabeti, Elyas, Drews, Joshua, Reamaroon, Narathip, Gryak, Jonathan, Sjoding, Michael, Najarian, Kayvan
Published in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2019)
Published in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2019)
Get full text
Conference Proceeding
Journal Article
INDIVIDUAL AND COHORT PHARMACOLOGICAL PHENOTYPE PREDICTION PLATFORM
Allyn-Feuer, Ari, Athey, Brian D, Pauls, Brian, Higgins, Gerald A, Burns, James S, Ade, Alex, Reamaroon, Narathip, Kalinin, Alexandr
Year of Publication 27.06.2024
Get full text
Year of Publication 27.06.2024
Patent
Individual and cohort pharmacological phenotype prediction platform
Allyn-Feuer, Ari, Athey, Brian D, Pauls, Brian, Higgins, Gerald A, Burns, James S, Ade, Alex, Reamaroon, Narathip, Kalinin, Alexandr
Year of Publication 07.03.2024
Get full text
Year of Publication 07.03.2024
Patent
PHARMACOGENOMIC DECISION SUPPORT FOR MODULATORS OF THE NMDA, GLYCINE, AND AMPA RECEPTORS
BURNS, James S, ATHEY, Brian, D, ADE, Alex, REAMAROON, Narathip, HIGGINS, Gerald A, KALININ, Alexandr
Year of Publication 01.12.2021
Get full text
Year of Publication 01.12.2021
Patent
METHODS AND SYSTEM FOR THE RECONSTRUCTION OF DRUG RESPONSE AND DISEASE NETWORKS AND USES THEREOF
HIGGINS, Gerald, BURNS, James S, ATHEY, Brian, ADE, Alex, REAMAROON, Narathip, KALININ, Alexandr
Year of Publication 30.08.2021
Get full text
Year of Publication 30.08.2021
Patent
PHARMACOGENOMIC DECISION SUPPORT FOR MODULATORS OF THE NMDA, GLYCINE, AND AMPA RECEPTORS
BURNS, James S, ATHEY, Brian, ADE, Alex, REAMAROON, Narathip, HIGGINS, Gerald A, KALININ, Alexandr
Year of Publication 30.08.2021
Get full text
Year of Publication 30.08.2021
Patent