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Disability prediction in multiple sclerosis using performance outcome measures and demographic data

Apr 08, 2022
Subhrajit Roy, Diana Mincu, Lev Proleev, Negar Rostamzadeh, Chintan Ghate, Natalie Harris, Christina Chen, Jessica Schrouff, Nenad Tomasev, Fletcher Lee Hartsell, Katherine Heller

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Healthsheet: Development of a Transparency Artifact for Health Datasets

Feb 26, 2022
Negar Rostamzadeh, Diana Mincu, Subhrajit Roy, Andrew Smart, Lauren Wilcox, Mahima Pushkarna, Jessica Schrouff, Razvan Amironesei, Nyalleng Moorosi, Katherine Heller

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Maintaining fairness across distribution shift: do we have viable solutions for real-world applications?

Feb 02, 2022
Jessica Schrouff, Natalie Harris, Oluwasanmi Koyejo, Ibrahim Alabdulmohsin, Eva Schnider, Krista Opsahl-Ong, Alex Brown, Subhrajit Roy, Diana Mincu, Christina Chen, Awa Dieng, Yuan Liu, Vivek Natarajan, Alan Karthikesalingam, Katherine Heller, Silvia Chiappa, Alexander D'Amour

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A collection of the accepted abstracts for the Machine Learning for Health (ML4H) symposium 2021

Nov 30, 2021
Fabian Falck, Yuyin Zhou, Emma Rocheteau, Liyue Shen, Luis Oala, Girmaw Abebe, Subhrajit Roy, Stephen Pfohl, Emily Alsentzer, Matthew B. A. McDermott

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ML4H Abstract Track 2020

Nov 19, 2020
Emily Alsentzer, Matthew B. A. McDermott, Fabian Falck, Suproteem K. Sarkar, Subhrajit Roy, Stephanie L. Hyland

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Type-Driven Automated Learning with Lale

May 24, 2019
Martin Hirzel, Kiran Kate, Avraham Shinnar, Subhrajit Roy, Parikshit Ram

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Machine Learning for removing EEG artifacts: Setting the benchmark

Mar 19, 2019
Subhrajit Roy

* 2 pages 

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A semi-supervised deep learning algorithm for abnormal EEG identification

Mar 19, 2019
Subhrajit Roy, Kiran Kate, Martin Hirzel

* 2 pages, 3 figures, conference 

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SeizureNet: A Deep Convolutional Neural Network for Accurate Seizure Type Classification and Seizure Detection

Mar 08, 2019
Umar Asif, Subhrajit Roy, Jianbin Tang, Stefan Harrer

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Machine Learning for Seizure Type Classification: Setting the benchmark

Feb 04, 2019
Subhrajit Roy, Umar Asif, Jianbin Tang, Stefan Harrer

* 5 pages, 1 figure, 1 table 

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Fast Efficient Object Detection Using Selective Attention

Nov 19, 2018
Shivanthan Yohanandan, Andy Song, Adrian G. Dyer, Angela Faragasso, Subhrajit Roy, Dacheng Tao

* 10 pages, 9 figures 

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ChronoNet: A Deep Recurrent Neural Network for Abnormal EEG Identification

May 18, 2018
Subhrajit Roy, Isabell Kiral-Kornek, Stefan Harrer

* 8 pages, 2 figures, 2 tables 

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An Online Structural Plasticity Rule for Generating Better Reservoirs

Apr 19, 2016
Subhrajit Roy, Arindam Basu

* 45 pages, 13 figures, journal 

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An Online Unsupervised Structural Plasticity Algorithm for Spiking Neural Networks

Dec 04, 2015
Subhrajit Roy, Arindam Basu

* 11 pages, 10 figures, journal 

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Learning Spike time codes through Morphological Learning with Binary Synapses

Jun 17, 2015
Subhrajit Roy, Phyo Phyo San, Shaista Hussain, Lee Wang Wei, Arindam Basu

* 6 pages, 4 figures, journal 

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Liquid State Machine with Dendritically Enhanced Readout for Low-power, Neuromorphic VLSI Implementations

Nov 20, 2014
Subhrajit Roy, Amitava Banerjee, Arindam Basu

* IEEE Transactions on Biomedical Circuits and Systems, vol.8, no.5, pp.681,695, Oct. 2014 
* 14 pages, 19 figures, Journal 

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