Research graph
References from A Conversational Agent for Providing Personalized Preexposure Prophylaxis (PrEP) Support: Protocol for Chatbot Implementation and Evaluation. Local targets link to admitted publications; unresolved targets remain external evidence.
Increased PrEP uptake and PrEP-RN coincide with decreased HIV diagnoses in men who have sex with men in Ottawa, Canada
10.14745/ccdr.v49i06a04 · External reference
HIV pre-exposure prophylaxis: scaling up for impact now and in the future
10.1016/s2468-2667(21)00112-2 · External reference
PrEP adherence patterns strongly affect individual HIV risk and observed efficacy in randomized clinical trials
10.1097/qai.0000000000000993 · External reference
Unresolved reference
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Equity of PrEP uptake by race, ethnicity, sex and region in the United States in the first decade of PrEP: a population-based analysis
10.1016/j.lana.2024.100738 · External reference
Barriers to the wider use of pre-exposure prophylaxis in the United States: a narrative review
10.1007/s12325-020-01295-0 · External reference
Barriers and facilitators to oral PrEP uptake among high-risk men after HIV testing at workplaces in Uganda: a qualitative study
10.1186/s12889-023-15260-3 · External reference
“PrEP protects us”: behavioural, normative, and control beliefs influencing pre-exposure prophylaxis uptake among pregnant and breastfeeding women in Zambia
10.3389/frph.2023.1084657 · External reference
Barriers to PrEP uptake among Black female adolescents and emerging adults
10.1016/j.pmedr.2022.102062 · External reference
Peer education as a strategy for reducing internalized stigma among depressed older adults
10.1037/prj0000109 · External reference
How could peers in online health community help improve health behavior
10.3390/ijerph17092995 · External reference
The “What” and “Why” of goal pursuits: human needs and the self-determination of behavior
10.1207/s15327965pli1104_01 · External reference
The effects of peer support on empowerment, self-efficacy, and internalized stigma: a narrative synthesis and meta-analysis
10.1037/sah0000148 · External reference
Investing in national HIV PrEP preparedness
10.1056/nejmp2216100 · External reference
Ending the HIV epidemic PrEP equity recommendations from a rapid ethnographic assessment of multilevel PrEP use determinants among young Black gay and bisexual men in Atlanta, GA
10.1371/journal.pone.0283764 · External reference
Getting pre-exposure prophylaxis (PrEP) to the people: opportunities, challenges and emerging models of PrEP implementation
10.1071/sh18103 · External reference
The impact of digital health solutions on bridging the health care gap in rural areas: a scoping review
10.7812/tpp/23.134 · External reference
Developing a mobile app (LYNX) to support linkage to HIV/sexually transmitted infection testing and pre-exposure prophylaxis for young men who have sex with men: protocol for a randomized controlled trial
10.2196/10659 · External reference
Increasing participation in a telePrEP program for sexual and gender minority adolescents and young adults in louisiana: protocol for an SMS text messaging-based chatbot
10.2196/42983 · External reference
The feasibility and acceptability of an mHealth conversational agent designed to support HIV self-testing in South Africa: cross-sectional study
10.2196/39816 · External reference
Evaluating an innovative HIV self-testing service with web-based, real-time counseling provided by an artificial intelligence chatbot (HIVST-chatbot) in increasing HIV self-testing use among Chinese men who have sex with men: protocol for a noninferiority randomized controlled trial
10.2196/48447 · External reference
Adapting mHealth interventions (PrEPmate and DOT diary) to support PrEP retention in care and adherence among English and Spanish-speaking men who have sex with men and transgender women in the United States: formative work and pilot randomized trial
10.2196/54073 · External reference
A transgender chatbot (Amanda Selfie) to create pre-exposure prophylaxis demand among adolescents in Brazil: assessment of acceptability, functionality, usability, and results
10.2196/41881 · External reference
Ameliorating racial disparities in HIV prevention via a nurse-led, AI-enhanced program for pre-exposure prophylaxis utilization among black cisgender women: protocol for a mixed methods study
10.2196/59975 · External reference
Unresolved reference
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Tough talks virtual simulation HIV disclosure intervention for young men who have sex with men: development and usability testing
10.2196/38354 · External reference
Development and pilot-testing of an optimized conversational agent or “Chatbot” for peruvian adolescents living with HIV to facilitate mental health screening, education, self-help, and linkage to care: protocol for a mixed methods, community-engaged study
10.2196/55559 · External reference
Chatbot for health care and oncology applications using artificial intelligence and machine learning: systematic review
10.2196/27850 · External reference
Mobile based chatbot application for HIV/AIDS counseling using artificial intelligence markup language approach
10.1088/1742-6596/1469/1/012041 · External reference
An intelligent conversational agent for educating the general public about HIV
10.1016/j.neucom.2023.126902 · External reference
A smartphone-based health care chatbot to promote self-management of chronic pain (SELMA): pilot randomized controlled trial
10.2196/15806 · External reference
Implementation of a real-time psychosis risk detection and alerting system based on electronic health records using CogStack
10.3791/60794 · External reference
Using psychological artificial intelligence (Tess) to relieve symptoms of depression and anxiety: randomized controlled trial
10.2196/mental.9782 · External reference
Using AI chatbots to provide self-help depression interventions for university students: a randomized trial of effectiveness
10.1016/j.invent.2022.100495 · External reference
Mobile app-based chatbot to deliver cognitive behavioral therapy and psychoeducation for adults with attention deficit: a development and feasibility/usability study
10.1016/j.ijmedinf.2021.104440 · External reference
Text parsing-based identification of patients with poor glaucoma medication adherence in the electronic health record
10.1016/j.ajo.2020.09.008 · External reference
10.1145/3431656.3431657
10.1145/3431656.3431657 · External reference
Mayo clinical Text Analysis and Knowledge Extraction System (cTAKES): architecture, component evaluation and applications
10.1136/jamia.2009.001560 · External reference
10.1145/3383652.3423900
10.1145/3383652.3423900 · External reference
Formative evaluation of the acceptance of HIV prevention artificial intelligence chatbots by men who have sex with men in Malaysia: focus group study
10.2196/42055 · External reference
Barriers and facilitators to engagement with artificial intelligence (AI)-based chatbots for sexual and reproductive health advice: a qualitative analysis
10.1071/sh21123 · External reference
10.1109/bigdata62323.2024.10825307
10.1109/bigdata62323.2024.10825307 · External reference
The emotional intelligence of the GPT-4 large language model
10.11621/pir.2024.0206 · External reference
Large language models and empath: systematic review
10.2196/52597 · External reference
In principle obstacles for empathic AI: why we can’t replace human empathy in healthcare
10.1007/s00146-021-01230-z · External reference
An experimental study of integrating fine-tuned large language models and prompts for enhancing mental health support chatbot system
10.21037/jmai-23-136 · External reference
Unresolved reference
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Prompt engineering for healthcare: methodologies and applications
10.1016/j.metrad.2025.100190 · External reference
Use of generative AI to identify helmet status among patients with micromobility-related injuries from unstructured clinical notes
10.1001/jamanetworkopen.2024.25981 · External reference
Large language models to identify social determinants of health in electronic health records
10.1038/s41746-023-00970-0 · External reference
Unresolved reference
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10.18653/v1/2025.emnlp-main.1247
10.18653/v1/2025.emnlp-main.1247 · External reference
10.18653/v1/2024.acl-long.399
10.18653/v1/2024.acl-long.399 · External reference
When large language models meet personalization: perspectives of challenges and opportunities
10.1007/s11280-024-01276-1 · External reference
10.1145/3584371.3612956
10.1145/3584371.3612956 · External reference
CataractBot: an LLM-powered expert-in-the-loop chatbot for cataract patients
10.1145/3729479 · External reference
RAG in health care: a novel framework for improving communication and decision-making by addressing LLM limitations
10.1056/aira2400380 · External reference
GastroBot: a Chinese gastrointestinal disease chatbot based on the retrieval-augmented generation
10.3389/fmed.2024.1392555 · External reference
Emotional support and gender in people living with HIV: effects on psychological well-being
10.1007/s10865-009-9222-7 · External reference
Barriers and facilitators to acceptability and uptake of pre-exposure prophylaxis (PrEP) among Black women in the United States: a systematic review
10.1007/s40615-023-01729-9 · External reference
Pills, PrEP, and Pals: adherence, stigma, resilience, faith and the need to connect among minority women with HIV/AIDS in a US HIV epicenter
10.3389/fpubh.2021.667331 · External reference
Managing the personal side of health: how patient expertise differs from the expertise of clinicians
10.2196/jmir.1728 · External reference
Peer support within a health care context: a concept analysis
10.1016/s0020-7489(02)00092-5 · External reference
10.1145/2145204.2145329
10.1145/2145204.2145329 · External reference
Patients’ experiential knowledge and expertise in health care: a hybrid concept analysis
10.1057/s41285-018-0081-6 · External reference
10.4324/9781410607133-22
10.4324/9781410607133-22 · External reference
The nature of emotions: human emotions have deep evolutionary roots, a fact that may explain their complexity and provide tools for clinical practice
10.1511/2001.28.344 · External reference
The feeling wheel: a tool for expanding awareness of emotions and increasing spontaneity and intimacy
10.1177/036215378201200411 · External reference
How, when and why people seek health information online: qualitative study in Hong Kong
10.2196/ijmr.7000 · External reference
10.1145/3343413.3377968
10.1145/3343413.3377968 · External reference
Health-related quality of life and health behaviors by social and emotional support
10.1007/s00127-007-0277-x · External reference
Enhancement of the performance of large language models in diabetes education through retrieval-augmented generation: comparative study
10.2196/58041 · External reference
Controllability of stressful events and satisfaction with spouse support behaviors
10.1177/009365092019002002 · External reference
Unresolved reference
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Adolescent girls and young women’s PrEP-user journey during an implementation science study in South Africa and Kenya
10.1371/journal.pone.0258542 · External reference
10.18653/v1/2024.emnlp-main.665
10.18653/v1/2024.emnlp-main.665 · External reference
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10.52202/075280-2308
10.52202/075280-2308 · External reference
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10.18653/v1/d19-1410
10.18653/v1/d19-1410 · External reference
10.18653/v1/2024.findings-emnlp.436
10.18653/v1/2024.findings-emnlp.436 · External reference
Semantic information retrieval on medical texts
10.1145/3462476 · External reference
mt RAG: a multi-turn conversational benchmark for evaluating retrieval-augmented generation systems
10.1162/tacl.a.19 · External reference
10.1145/1835449.1835560
10.1145/1835449.1835560 · External reference
Emotional communication in HIV care: an observational study of patients’ expressed emotions and clinician response
10.1007/s10461-019-02466-z · External reference
Unresolved reference
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Foundation metrics for evaluating effectiveness of healthcare conversations powered by generative AI
10.1038/s41746-024-01074-z · External reference
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10.18653/v1/2024.emnlp-main.1088
10.18653/v1/2024.emnlp-main.1088 · External reference
Faithful AI in medicine: a systematic review with large language models and beyond
10.1101/2023.04.18.23288752 · External reference
Unresolved reference
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A survey on evaluation of large language models
10.1145/3641289 · External reference
10.18653/v1/w19-8643
10.18653/v1/w19-8643 · External reference
Assessment of artificial intelligence chatbot responses to top searched queries about cancer
10.1001/jamaoncol.2023.2947 · External reference
Prompt engineering in medical education
10.3390/ime2030019 · External reference
Antiretroviral therapy for the prevention of HIV-1 transmission
10.1056/nejmoa1600693 · External reference
Responses to patient questions posted to a public social media forum
10.1001/jamainternmed.2023.1838 · External reference
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10.1016/j.jcm.2016.02.012 · Admitted local publication
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10.2139/ssrn.5165270
10.2139/ssrn.5165270 · External reference
10.18653/v1/2023.findings-emnlp.618
10.18653/v1/2023.findings-emnlp.618 · External reference
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10.18653/v1/d19-1534
10.18653/v1/d19-1534 · External reference
10.24963/ijcai.2025/1155
10.24963/ijcai.2025/1155 · External reference
10.18653/v1/2025.acl-long.443
10.18653/v1/2025.acl-long.443 · External reference
10.1145/3649217.3653554
10.1145/3649217.3653554 · External reference
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AlzheimerRAG: multimodal retrieval-augmented generation for clinical use cases
10.3390/make7030089 · External reference
The performance of large language model-powered chatbots compared to oncology physicians on colorectal cancer queries
10.1097/js9.0000000000001850 · External reference
RadioRAG: factual large language models for enhanced diagnostics in radiology using online retrieval augmented generation
10.1148/ryai.240476 · External reference
Natural language processing: state of the art, current trends and challenges
10.1007/s11042-022-13428-4s · External reference
10.1109/embc53108.2024.10781509
10.1109/embc53108.2024.10781509 · External reference
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Balancing risks and benefits: clinicians’ perspectives on the use of generative AI chatbots in mental healthcare
10.3389/fdgth.2025.1606291 · External reference
QA-RAG: exploring LLM reliance on external knowledge
10.3390/bdcc8090115 · External reference
Design considerations for implementing eHealth behavioral interventions for HIV prevention in evolving sociotechnical landscapes
10.1007/s11904-019-00455-4 · External reference
Accelerating digital mental health research from early design and creation to successful implementation and sustainment
10.2196/jmir.7725 · External reference
