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HIRID Dataset
The dataset contains electronic health records of patients admitted to the intensive care unit in Bern University Hospital, Switzerland. -
I2B2 2009 Medical Information Extraction Challenge
Named Entity Recognition in Electronic Health Records using Transfer Learning Bootstrapped Neural Networks -
EMR Dataset
The dataset used in this paper is a collection of electronic medical records (EMRs) with unstructured text. -
Doctor AI: Predicting Clinical Events
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... -
CPRD dataset
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... -
SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Pred...
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... -
Patient Treatment Classification dataset
The Patient Treatment Classification dataset comprises Electronic Health Records collected from a private hospital in Indonesia. -
EVA: Generating Longitudinal Electronic Health Records Using Conditional Vari...
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... -
Discovery of Personalized Treatment Pathways Using Electronic Health Records
A dataset for discovering personalized treatment pathways using electronic health records. -
eICU Database
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)... -
Pediatric Intensive Care Unit (PICU) EMR dataset
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... -
Suicidal Ideation from Multiple Source Data
A dataset of Electronic Health Records (EHR) and Ecological Momentary Assessment (EMA) data used to predict suicidal ideation. -
Post-Surgical Cardiac Patient (PCP) Database
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... -
Vanderbilt University Medical Center Synthetic Derivative (CSD)
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),... -
Vanderbilt University Medical Center Synthetic Derivative (SD)
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... -
Boston Medical Center EHR Dataset
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
Electronic health records (EHR) data collected at the New York Presbyterian/Columbia University Irving Medical Center between 2000 and 2013 -
eICU Collaborative Research Database
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... -
PhysioNet 2012
The dataset used in this paper for healthcare data democratization and information leakage prevention. -
IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers
Continuous-time models such as Neural ODEs and Neural Flows have shown promising results in analyzing irregu-
