This paper is in the following e-collection/theme issue:

Artificial Intelligence (1922) Substance Abuse (505) Chatbots and Conversational Agents (682) Generative Language Models Including ChatGPT (600) Natural Language Processing (846) Harm Reduction Approaches (35)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/66220, first published .
Two-Layer Retrieval-Augmented Generation Framework for Low-Resource Medical Question Answering Using Reddit Data: Proof-of-Concept Study

Two-Layer Retrieval-Augmented Generation Framework for Low-Resource Medical Question Answering Using Reddit Data: Proof-of-Concept Study

Two-Layer Retrieval-Augmented Generation Framework for Low-Resource Medical Question Answering Using Reddit Data: Proof-of-Concept Study

Authors of this article:

Sudeshna Das1 Author Orcid Image ;   Yao Ge1 Author Orcid Image ;   Yuting Guo1 Author Orcid Image ;   Swati Rajwal2 Author Orcid Image ;   JaMor Hairston1 Author Orcid Image ;   Jeanne Powell1 Author Orcid Image ;   Drew Walker1 Author Orcid Image ;   Snigdha Peddireddy3 Author Orcid Image ;   Sahithi Lakamana1 Author Orcid Image ;   Selen Bozkurt1 Author Orcid Image ;   Matthew Reyna1 Author Orcid Image ;   Reza Sameni1, 4 Author Orcid Image ;   Yunyu Xiao5 Author Orcid Image ;   Sangmi Kim6 Author Orcid Image ;   Rasheeta Chandler6 Author Orcid Image ;   Natalie Hernandez7 Author Orcid Image ;   Danielle Mowery8 Author Orcid Image ;   Rachel Wightman9 Author Orcid Image ;   Jennifer Love10 Author Orcid Image ;   Anthony Spadaro11 Author Orcid Image ;   Jeanmarie Perrone12 Author Orcid Image ;   Abeed Sarker1, 4 Author Orcid Image
Article Authors Cited by (1) Tweetations (8) Metrics
All Time | Last Month | Last Six Months | Last Year
Jeanne Powell, PhD Jeanne Powell, PhD @jeannempowell

RT @SwatiRajwal: Check out our RAG-based study on medial queries in @jmirpub????https://t.co/X4QPIyBIPi In Collab w/ @sarkerabeed @YutingGuo1…

11:08 PM · Jan 07, 2025

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Rasheeta Chandler, PhD, APRN, FAANP, FAAN Rasheeta Chandler, PhD, APRN, FAANP, FAAN @techsexed

RT @SwatiRajwal: Check out our RAG-based study on medial queries in @jmirpub????https://t.co/X4QPIyBIPi In Collab w/ @sarkerabeed @YutingGuo1…

7:28 AM · Jan 08, 2025

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Yunyu Xiao, PhD Yunyu Xiao, PhD @YunyuXiaoPhD

Great work!! I love this collaboration with you! Looking forward to more @sarkerabeed ???????? https://t.co/suOTQUMEuj

2:44 PM · Jan 08, 2025

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Yuting Guo Yuting Guo @YutingGuo12

RT @SwatiRajwal: Check out our RAG-based study on medial queries in @jmirpub????https://t.co/X4QPIyBIPi In Collab w/ @sarkerabeed @YutingGuo1…

7:58 PM · Jan 08, 2025

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JaMor Hairston, MSHI, MS JaMor Hairston, MSHI, MS @jhairstonphd

RT @SwatiRajwal: Check out our RAG-based study on medial queries in @jmirpub????https://t.co/X4QPIyBIPi In Collab w/ @sarkerabeed @YutingGuo1…

6:40 AM · Jan 10, 2025

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Natural Language Processing Papers Natural Language Processing Papers @HEI

Two-layer retrieval augmented generation framework for low-resource medical question-answering: proof of concept using Reddit data. https://t.co/Juc7oVOkd0

8:01 AM · May 31, 2024

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STELLANEWS.LIFE STELLANEWS.LIFE @stellanewslife

Two-Layer Retrieval-Augmented Generation Framework for Low-Resource Medical Question Answering Using Reddit Data: Proof-of-Concept Study https://t.co/9CHuNADsQh #RAG #LLM #MedicalQA #SocialMediaData #RedditResearch #ClinicalAI #DrugSurveillance #HealthTech #GPT4 #NousHermes

10:38 AM · May 17, 2025

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