Resources
Database Restricted Federated
A database of hand kinematics, high-density sEMG of forearm and wrist for motion intent recognition
Surface electromyography (sEMG) signals reflect spinal motor neuron activities and can be used as intuitive inputs for human-machine interaction (HMI) via movement intent recognition. The motor neuron potentials of far-field (wrist) and near-field (…
Published: Jan. 17, 2025. Version: 1.0.0 | DOI: 10.13026/ch3e-c195
Database Credentialed Federated
MIMIC-IV-Ext-GPT-3_5-Generated-Discharge-Summaries-for-Low-Resource-Codes
This dataset comprises 9,606 Synthetic Discharge Summaries generated by GPT-3.5 based on combinations of ICD-10-code descriptions associated with real discharge summaries in MIMIC-IV. As part of the generation process, GPT-3.5 was also tasked to cod…
icd coding data augmentation large language model
Published: Dec. 16, 2024. Version: 1.0.0 | DOI: 10.13026/09ng-2614
Database Restricted Federated
Endoscapes2023, A Critical View of Safety and Surgical Scene Segmentation Dataset for Laparoscopic Cholecystectomy
Minimally invasive image-guided surgery heavily relies on vision. Deep learning models for surgical video analysis can support surgeons in visual tasks such as assessing the critical view of safety (CVS) in laparoscopic cholecystectomy, potentially …
surgical safety computer assisted interventions semantic segmentation surgical data science medical imaging analysis
Published: Dec. 11, 2024. Version: 1.0.0 | DOI: 10.13026/czwq-jh81
Database Credentialed Federated
CovIdentify Dataset
This dataset supports the study "A method for intelligent allocation of diagnostic testing by leveraging data from commercial wearable devices: a case study on COVID-19," which developed an Intelligent Testing Allocation (ITA) method. The …
Published: Nov. 25, 2024. Version: 1.0.0 | DOI: 10.13026/ncq1-vp79
Database Credentialed Federated
Northwestern ICU (NWICU) database
Retrospective medical data collection is essential for advancing patient care, offering insights and supporting the development of health technology. The Medical Information Mart for Intensive Care (MIMIC)-III database has been instrumental in provi…
Published: Nov. 19, 2024. Version: 0.1.0 | DOI: 10.13026/s84w-1829
Database Credentialed Federated
MS-CXR: Making the Most of Text Semantics to Improve Biomedical Vision-Language Processing
We release a new dataset, MS-CXR, with locally-aligned phrase grounding annotations by board-certified radiologists to facilitate the study of complex semantic modelling in biomedical vision–language processing. The MS-CXR dataset provides 116…
localization phrase grounding vision-language processing chest x-ray
Published: Nov. 15, 2024. Version: 1.1.0 | DOI: 10.13026/9g2z-jg61
Database Contributor Review Federated
Chest Computed Tomography for patients with sepsis in the Emergency Department
Sepsis is a systematic inflammatory response syndrome that can impact all vital organs. Lung is the most commonly involved organ that sepsis can cause lung injury. Lung injury can have a variety clinical presentations and can be captured by chest im…
sepsis
Published: Oct. 28, 2024. Version: 1.0.0 | DOI: 10.13026/zne5-qh18
Database Contributor Review Federated
COVID Data for Shared Learning (CDSL): A comprehensive, multimodal COVID-19 dataset from HM Hospitales
COVID Data for Shared Learning (CDSL) is a multimodal database comprising de-identified medical data from 4,479 patients who were hospitalized with confirmed or suspected COVID-19 in the Spanish 'HM Hospitales' group from 2019-12-26 to 2021-…
multimodal database covid-19 radiological images open data healthcare data machine learning and ai
Published: Oct. 25, 2024. Version: 1.0.0 | DOI: 10.13026/1176-6c44
Model Credentialed Federated
Shareable Artificial Intelligence to Extract Cancer Outcomes from Electronic Health Records for Precision Oncology Research
Databases that link molecular data to clinical outcomes can inform precision cancer research into novel prognostic and predictive biomarkers. However, outside of clinical trials, cancer outcomes are typically recorded only in text form within electr…
Published: Oct. 24, 2024. Version: 1.0.0 | DOI: 10.13026/h2nj-p344
Database Credentialed Federated
C-REACT: Contextualized Race and Ethnicity Annotations for Clinical Text
The Contextualized Race and Ethnicity Annotations for Clinical Text (C-REACT) dataset is a large publicly available corpus of sentences from clinical notes manually annotated for information related to race and ethnicity (RE). The corpus presented h…
patient country information race and ethnicity patient language information clinical notes
Published: Oct. 21, 2024. Version: 1.0.0 | DOI: 10.13026/z8tq-v658