Resources

26 results for "question answering"

Database Credentialed Access

RaDialog Instruct Dataset

Chantal Pellegrini, Ege Özsoy, Benjamin Busam, et al.

Conversational AI tools that can generate and discuss clinically correct radiology reports for a given medical image have the potential to transform radiology. Such a human-in-the-loop radiology assistant could facilitate a collaborative diagnostic …
medical image understaning radiology chatbot radiology report generation radiology assistant large vision-language models
Published: July 12, 2024. Version: 1.1.0
Database Credentialed Access

MedNLI for Shared Task at ACL BioNLP 2019

Chaitanya Shivade

Natural Language Inference (NLI) is the task of determining whether a given hypothesis can be inferred from a given premise. Also known as Recognizing Textual Entailment (RTE), this task has enjoyed popularity among researchers for some time. Howeve…
natural language inference recognizing textual entailment mimic
Published: Nov. 28, 2019. Version: 1.0.1
Database Credentialed Access

AIPatient KG: MIMIC-III and CORAL Electronic Health Records based Patient Knowledge Graph

Lizhou Fan, Huizi Yu

This study integrates the MIMIC-III and CORAL electronic health records into knowledge graphs to enhance their utility for advanced medical analysis and decision-making. MIMIC-III contains comprehensive data from over 40,000 patients, while CORAL fo…
Published: April 15, 2025. Version: 1.0.0
Database Open Access

Supportive Periodontal Therapy Clinical Examination Data

Christoph Andreas Ramseier

This dataset contains longitudinal clinical data from 883 patients who received supportive periodontal therapy (SPT) at the Medi School of Dental Hygiene, Bern, Switzerland, 1985-2011. It covers 11,842 SPT visits, each recording the teeth present, t…
clinical decision support patient compliance recall interval retrospective cohort electronic health records dental hygiene prediction algorithm smoking periodontal maintenance switzerland periodontology bleeding on probing supportive periodontal therapy probing depth periodontitis oral health tooth loss longitudinal study
Published: Oct. 5, 2026. Version: 1.0.0
Database Credentialed Access

MIMIC-IV-Ext-Instr: A Dataset of 450K+ EHR-Grounded Instruction-Following Examples

Zhenbang Wu, Anant Dadu, Mike Nalls, et al.

Large language models (LLMs) have shown impressive capabilities in solving a wide range of tasks based on human instructions. However, developing a conversational AI assistant for electronic health record (EHR) data remains challenging due to the la…
medical question answering instruction tuning large language models
Published: Sept. 9, 2025. Version: 1.0.0
Database Credentialed Access

Chest ImaGenome Dataset

Joy Wu, Nkechinyere Agu, Ismini Lourentzou, et al.

In recent years, with the release of multiple large datasets, automatic interpretation of chest X-ray (CXR) images with deep learning models have become feasible for specific abnormalities or for generating preliminary reports. However, despite repo…
scene graph visual dialogue object detection semantic reasoning bounding box knowledge graph explainability reasoning relation extraction chest disease progression cxr chest x-ray radiology multimodal visual question answering deep learning machine learning
Published: July 13, 2021. Version: 1.0.0