Resources

27 results for "reliability"

Database Credentialed Access

CORAL: expert-Curated medical Oncology Reports to Advance Language model inference

Madhumita Sushil, Vanessa Kennedy, Divneet Mandair, et al.

Both medical care and observational studies in oncology require a thorough understanding of a patient's disease progression and treatment history, often elaborately documented within clinical notes. As large language models (LLMs) are becoming more …
information extraction oncology natural language processing artificial intelligence large language models electronic health records
Published: Feb. 7, 2024. Version: 1.0
Database Credentialed Access

Annotation dataset of social determinants of health from MIMIC-III Clinical Care Database

Marco Guevara, Shan Chen, Spencer Thomas, et al.

Social determinants of health (SDoH) have an important impact on patient outcomes but are incompletely collected from the electronic health records (EHR). This study researched the ability of large language models to extract SDoH from free text in E…
social determinants of health natural language processing
Published: Jan. 24, 2024. Version: 1.0.1
Database Credentialed Access

Nosocomial Risk Datasets from MIMIC-III

Travis Goodwin

Reliable longitudinal risk prediction for hospitalized patients is needed to provide quality care. Our goal is to foster the development of generalizable models capable of leveraging clinical notes to predict healthcare-associated diseases 24–96 hou…
pressure injury risk prediction acute kidney injury anemia forecasting natural language processing deep learning
Published: Sept. 15, 2022. Version: 1.0
Database Open Access

A multi-camera and multimodal dataset for posture and gait analysis

Manuel Palermo, João Mendes Lopes, João André, et al.

Gait and posture analysis while using assisting robotic devices is of utmost importance to attain effective assistance. This work provides a multi-camera, multimodal, and detailed dataset for vision-based applications using a wheeled robotic walker …
computer vision inertial motion capture smart walker gait and posture analysis depth rehabilitation human pose estimation deep learning
Published: Nov. 1, 2021. Version: 1.0.0
Software Open Access

Cerebral Haemodynamic Autoregulatory Information System GUI

Acute Brain injury (ABI) is a devastating event requiring intensive acute treatment and post-injury rehabilitation, both delivered for indeterminate periods of time. For severe ABIs, acute treatment is aimed at stabilizing the patient to prevent sec…
brain injury intracranial pressure
Published: Dec. 16, 2016. Version: 1.0.0
Challenge Open Access

Robust Detection of Heart Beats in Multimodal Data: The PhysioNet/Computing in Cardiology Challenge 2014

This challenge aims to encourage the exploration of robust methods for locating heart beats in continuous long-term data from bedside monitors and similar devices that record not only ECG but usually other physiologic signals as well, including puls…
multiparameter challenge ecg
Published: Jan. 7, 2014. Version: 1.0.0
Software Open Access

Digital Data Real-Time Ingestion Utility

Shivangi Kewalramani, Hayden Caldwell, Larisa Tereshchenko

We present a Python-based utility for real-time ingestion of digital physiological signals and study enrollment metadata into an Oracle database. The application combines filesystem event monitoring, a GUI data entry form, and thin-mode Oracle conne…
empty database reliability bedside digital signal collection quality control schema-only database real-time recording
Published: March 25, 2026. Version: 1.0.0