Resources


Model Restricted Access

Complete AI Sleep Report (CAISR) v1.0

Samaneh Nasiri, Wolfgang Ganglberger, Thijs Nassi, Erik-Jan Meulenbrugge, Haoqi Sun, Robert Thomas, M Brandon Westover

Software for automated scoring of clinical polysomnography (PSG) recordings.

Published: May 19, 2025. Version: 1.0

Database Restricted Access

Ordinal Sleep Depth - Data and Code

Erik-Jan Meulenbrugge, Haoqi Sun, Wolfgang Ganglberger, Samaneh Nasiri, Robert Thomas, M Brandon Westover

Data and code for "Ordinal Sleep Depth: A Data-Driven Continuous Measurement of Sleep Depth"

Published: April 24, 2025. Version: 1.0

Database Restricted Access

Sleep Recordings from Wearable Devices in Meditators

Jayme Banks, Haoqi Sun, Robert Thomas, M Brandon Westover, Balachundhar Subramaniam

initial upload

Published: Feb. 28, 2025. Version: 1.0

Software Open Access

Sleep Electroencaphalography-Based Brain Age Index

Haoqi Sun, Jefferson Tales Oliva, Oluwaseun Akeju, Robert Thomas, M Brandon Westover

Sleep EEG based brain age index is included in Luna v0.99 release.

Published: Nov. 13, 2024. Version: 0.99

Software Credentialed Access

Optimal spindle detection parameters for predicting cognitive performance

Noor Adra, Haoqi Sun, Wolfgang Ganglberger, Elissa Ye, Lena L. Dümmer, Ryan A. Tesh, Mike Westmeijer, Madalena D. S. Cardoso, Erin Kitchener, An Ouyang, Joel Salinas, Jonathan Rosand, Sydney Cash, Robert Thomas, M. Brandon Westover

De-identified sleep-spindle feature data (BDSP-linked) + cognition data + Python code to find the spindle-detection parameters that best predict cognitive performance (Adra et al., Sleep 2022).

Published: July 10, 2026. Version: 1.0.0

Software Credentialed Access

A Primer on EEG Spectrograms: a de-identified EEG/qEEG teaching atlas

Marcus Ng, Jin Jing, M. Brandon Westover

A de-identified teaching atlas of 224 labeled EEG segments, each pairing raw EEG with its qEEG spectrogram, plus MATLAB code to regenerate the paired figures. Accompanies "A Primer on EEG Spectrograms" (Ng et al., 2022).

Published: July 10, 2026. Version: 1.0.0

Database Credentialed Access

Harvard-Emory ECG Database

Zuzana Koscova, Valdery Moura Junior, Matthew Reyna, Shenda Hong, Aditya Gupta, Manohar Ghanta, Reza Sameni, Aaron Aguirre, Qiao Li, Sahar Zafar, Gari Clifford, M Brandon Westover

The Harvard ECG database (HEEDB) is a large collection of 12-lead electrocardiography (ECG) recordings.

Published: Feb. 25, 2026. Version: 5.0

Database Restricted Access

Quantifying Loop Gain using Dynamical Modelling of Ventilatory Control - Data and Code

Thijs Nassi, Yalda Amidi, M Brandon Westover, Robert Thomas

Automated method for quantifying Loop Gain from respiratory signals.

Published: April 24, 2025. Version: 2.0

Database Restricted Access

Morphological Prediction of CPAP Associated Acute Respiratory Instability (Self Similarity)

Thijs E Nassi, Gonzalo Labarca, Robert Thomas, M Brandon Westover

Algorithm to detect breathing pattern self-similarity to predict CPAP therapy outcomes in OSA

Published: March 3, 2025. Version: 1.0