Resources
Database Open Access
In-Gauge and En-Gage: Understanding Occupants' Behaviour, Engagement, Emotion, and Comfort Indoors with Heterogeneous Sensors and Wearables
Nan Gao, Max Marschall, Jane Burry, Simon Watkins, Flora Salim
heart rate electrodermal activity environmental sensing thermal comfort modelling physiological signals occupant behaviour sensing emotion sensing human behavoural modelling smart building
Published: Feb. 13, 2023. Version: 1.0.0
Database Credentialed Access
Annotation dataset of problematic opioid use and related contexts from MIMIC-III Critical Care Database discharge summaries
Melissa Poulsen, Vanessa Troiani, Philip Freda, Danielle Mowery, Anahita Davoudi
clinical notes substance use natural language processing opioid use disorder
Published: Feb. 8, 2023. Version: 1.0.0
Database Credentialed Access
Chest X-ray Dataset with Lung Segmentation
Wimukthi Indeewara, Mahela Hennayake, Kasun Rathnayake, Thanuja Ambegoda, Dulani Meedeniya
segmentation chest x-ray medical reports mimic-cxr u-net chest radiographs
Published: Feb. 8, 2023. Version: 1.0.0
Database Open Access
MIMIC-IV-ED Demo
Alistair Johnson, Lucas Bulgarelli, Tom Pollard, Leo Anthony Celi, Steven Horng, Roger Mark
Published: Feb. 8, 2023. Version: 2.2
Database Credentialed Access
MIMIC-IV-ECG - Diagnostic Electrocardiogram Matched Subset
Brian Gow, Tom Pollard, Larry A Nathanson, Alistair Johnson, Benjamin Moody, Chrystinne Fernandes, Nathaniel Greenbaum, Seth Berkowitz, Dana Moukheiber, Parastou Eslami, Elizabeth Herbst, Roger Mark, Steven Horng
Published: Feb. 8, 2023. Version: 0.2
Database Open Access
MIMIC-IV Clinical Database Demo
Alistair Johnson, Lucas Bulgarelli, Tom Pollard, Steven Horng, Leo Anthony Celi, Roger Mark
mimic critical care electronic health record
Published: Jan. 31, 2023. Version: 2.2
Database Open Access
Pressure, flow, and dynamic thoraco-abdominal circumferences data for adults breathing under CPAP therapy
Ella Frances Sophia Guy, Jennifer Knopp, Theodore Lerios, James Geoffrey Chase
Published: Jan. 25, 2023. Version: 1.0.0
Model Credentialed Access
Clinical-T5: Large Language Models Built Using MIMIC Clinical Text
Eric Lehman, Alistair Johnson
Published: Jan. 25, 2023. Version: 1.0.0
Software Open Access
Waveform Database Software Package (WFDB) for Python
Chen Xie, Lucas McCullum, Alistair Johnson, Tom Pollard, Brian Gow, Benjamin Moody
Published: Jan. 24, 2023. Version: 4.1.0
Challenge Contributor Review
BioNLP Workshop 2023 Shared Task 1A: Problem List Summarization
Yanjun Gao, Timothy Miller, Majid Afshar, Dmitriy Dligach
clinical natural language processing bionlp electronic health record summarization
Published: Jan. 19, 2023. Version: 1.0.0