25 datasets found

The dataset contains electronic health records of patients admitted to the intensive care unit in Bern University Hospital, Switzerland.

Named Entity Recognition in Electronic Health Records using Transfer Learning Bootstrapped Neural Networks

The dataset used in this paper is a collection of electronic medical records (EMRs) with unstructured text.

The dataset is a longitudinal time-stamped EHR data from 260K patients over 8 years. Encounter records (e.g. diagnosis codes, medication codes or procedure codes) were input to...

The dataset used in this study is the Clinical Practice Research Datalink (CPRD) dataset, which is one of the world's largest electronic health records (EHR) datasets. It...

Electronic health record (EHR) data has emerged as a valuable resource for analyzing patient health status. However, the prevalence of missing data in EHR poses significant...

The Patient Treatment Classification dataset comprises Electronic Health Records collected from a private hospital in Indonesia.

Synthetic EHRs can offer a potential solution as they yield a database that is beyond de-identification hence immune to re-identification, while preserving temporal patterns in...

A dataset for discovering personalized treatment pathways using electronic health records.

The eICU Database is a multi-centre dataset from 208 hospitals in the United States. It contains diagnoses, flat features and time series from all adult patients (>18 years)...

The dataset used in this paper is a de-identified Electronic Medical Records (EMR) data collected in the Pediatric Intensive Care Unit (PICU) from Children's Hospital Los...

A dataset of Electronic Health Records (EHR) and Ecological Momentary Assessment (EMA) data used to predict suicidal ideation.

The dataset used in this work is the Post-Surgical Cardiac Patient (PCP) Database in combination with supervision provided by clinicians indicating whether a patient is at risk...

The dataset is a refined version of the SD dataset, which includes age, gender, ICD-9 codes, Current Procedural Terminology-Fourth Version (CPT-4) codes, body mass index (BMI),...

The dataset is a de-identified warehouse of over 2.2 million EHRs, which includes age, gender, ICD-9 codes, Current Procedural Terminology-Fourth Version (CPT-4) codes, body...

The dataset used in this paper is a collection of patients' Electronic Health Records (EHRs) from the Boston Medical Center. The dataset contains information about patients with...

Electronic health records (EHR) data collected at the New York Presbyterian/Columbia University Irving Medical Center between 2000 and 2013

The eICU Collaborative Research Database is a multi-center dataset collated from 208 care centers in the United States, available through PhysioNet. It comprises 200,859 patient...

The dataset used in this paper for healthcare data democratization and information leakage prevention.

Continuous-time models such as Neural ODEs and Neural Flows have shown promising results in analyzing irregu-