Proloy Das

Joined

July 2020

Names

Proloy Das (Preferred)

Emails

****@umd.edu (Confirmed)

Personal Links

Career & Education History

PhD student

University of Maryland, College Park (umd.edu)

2015 – 2020

Advisors, Relations & Conflicts

PhD Advisor

2016 – 2020

Expertise

Machine learning

Present

Neuroimaging data analysis

Present

Neural signal processing

Present

Publications

Development and prospective validation of postoperative pain prediction from preoperative EHR data using attention-based set embeddings
Ran Liu, Rodrigo Gutierrez, Rory V. Mather, Laura A. Santa Cruz Mercado, Kishore Bharadwaj, Jasmine Johnson, Proloy Das, Gustavo Balanza, Justin Sydloski, Edward A. Bittner, Patrick L. Purdon
- NPJ Digital Medicine
- Readers: Everyone
Association of Intraoperative Opioid Administration With Postoperative Pain and Opioid Use
Laura A. Santa Cruz Mercado, Ran Liu, Kishore Bharadwaj, Jasmine Johnson, Rodrigo Gutierrez, Proloy Das, Gustavo Balanza, Hao Deng, Akriti Pandit, Tom A. D. Stone, Timothy T. Houle, Edward A. Bittner, Patrick L. Purdon
- JAMA Surgery
- Readers: Everyone
NLGC: Network localized Granger causality with application to MEG directional functional connectivity analysis
Behrad Soleimani, Proloy Das, I. M. Dushyanthi Karunathilake, Stefanie E. Kuchinsky, Jonathan Z. Simon, Behtash Babadi
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- NeuroImage 2022
- Readers: Everyone
Extracting common oscillatory time-courses from multichannel recordings: Oscillation Component Analysis
Proloy Das, Patrick L. Purdon
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- IEEECONF 2022
- Readers: Everyone
Automatic Segmentation of Sleep Spindles: A Variational Switching State-Space Approach
Mingjian He, Proloy Das, Gladia Hotan, Patrick L. Purdon
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- IEEECONF 2022
- Readers: Everyone
Non-Asymptotic Guarantees for Robust Identification of Granger Causality via the LASSO
Proloy Das, Behtash Babadi
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- CoRR 2021
- Readers: Everyone
Neuro-current response functions: A unified approach to MEG source analysis under the continuous stimuli paradigm
Proloy Das, Christian Brodbeck, Jonathan Z. Simon, Behtash Babadi
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- NeuroImage 2020
- Readers: Everyone
Multitaper spectral analysis of neuronal spiking activity driven by latent stationary processes
Proloy Das, Behtash Babadi
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- Signal Process. 2020
- Readers: Everyone
Granger Causal Inference from Indirect Low-Dimensional Measurements with Application to MEG Functional Connectivity Analysis
Behrad Soleimani, Proloy Das, Joshua Kulasingham, Jonathan Z. Simon, Behtash Babadi
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- CISS 2020
- Readers: Everyone
Multitaper Spectral Analysis of Neuronal Spiking Activity Driven by Latent Stationary Processes
Proloy Das, Behtash Babadi
- Published: 01 Jan 2019, Last Modified: 12 May 2023
- CoRR 2019
- Readers: Everyone

View all 14 publications

Co-Authors