Search Results for author: Jeremy Levy

Found 7 papers, 1 papers with code

Generalization in medical AI: a perspective on developing scalable models

no code implementations9 Nov 2023 Joachim A. Behar, Jeremy Levy, Leo Anthony Celi

Re-calibration using transfer learning may not even be possible in some instances where reference labels of target domains are not available.

Transfer Learning

Distortion measure of spectrograms for classification of respiratory diseases

no code implementations4 Jun 2021 Jeremy Levy, Alexander Naitsat, Yehoshua Y. Zeevi

Compared with baseline methods, our model achieves superior results for binary and multi-class classifications of common respiratory diseases.

Classification Descriptive

Gate-Tunable Optical Extinction of Graphene Nanoribbon Nanoclusters

no code implementations12 Mar 2021 Erin Sheridan, Gang Li, Mamun Sarker, Shan Hao, Ki-Tae Eom, Chang-Beom Eom, Alexander Sinitskii, Patrick Irvin, Jeremy Levy

We investigate the optical response of graphene nanoribbons (GNRs) using the broadband nonlinear generation and detection capabilities of nanoscale junctions created at the LaAlO$_3$/SrTiO$_3$ interface.

Mesoscale and Nanoscale Physics Optics

Spin-orbit-assisted electron pairing in 1D waveguides

no code implementations21 Dec 2020 François Damanet, Elliott Mansfield, Megan Briggeman, Patrick Irvin, Jeremy Levy, Andrew J. Daley

Motivated by recent experiments in 1D electron channels written on the $\mathrm{LaAlO_3}$/$\mathrm{SrTiO_3}$ interface, we analyse how the presence of different forms of spin-orbit coupling (SOC) can enhance electron pairing in 1D waveguides.

Quantum Physics Mesoscale and Nanoscale Physics Strongly Correlated Electrons

Machine learning for nocturnal diagnosis of chronic obstructive pulmonary disease using digital oximetry biomarkers

no code implementations10 Dec 2020 Jeremy Levy, Daniel Alvarez, Felix del Campo, Joachim A. Behar

Approach: We hypothesize that patients with COPD will exert certain patterns and/or dynamics of their overnight oximetry time series that are unique to this condition.

BIG-bench Machine Learning Time Series +1

Pascal conductance series in ballistic one-dimensional LaAlO$_3$/SrTiO$_3$ channels

1 code implementation12 Sep 2019 Megan Briggeman, Michelle Tomczyk, Binbin Tian, Hyungwoo Lee, Jung-Woo Lee, Yuchi He, Anthony Tylan-Tyler, Mengchen Huang, Chang-Beom Eom, David Pekker, Roger S. K. Mong, Patrick Irvin, Jeremy Levy

The ability to create and investigate composite fermionic phases opens new avenues for the investigation of strongly correlated quantum matter.

Strongly Correlated Electrons

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