Nan Liu, Duke-NUS (@nliulab) 's Twitter Profile
Nan Liu, Duke-NUS

@nliulab

Translating AI into healthcare through ethical and trustworthy machine learning; Editorial Board @npjDigitalMed.

ID: 1278251067315073025

linkhttp://www.digitalmedicinelab.org calendar_today01-07-2020 08:56:27

133 Tweet

807 Followers

2,2K Following

Duke-NUS Medical School (@dukenus) 's Twitter Profile Photo

BREAKING: Assoc Prof Liu Nan and Senior Research Fellow Ning Yilin from #DukeNUS Centre for Quantitative Medicine led a global consortium to review ethical discussions on #healthcare generative #AI applications. Read more: duke-nus.edu.sg/newshub/media-โ€ฆ

BREAKING: Assoc Prof Liu Nan and Senior Research Fellow Ning Yilin from #DukeNUS Centre for Quantitative Medicine led a global consortium to review ethical discussions on #healthcare generative #AI applications. Read more: duke-nus.edu.sg/newshub/media-โ€ฆ
The Lancet Digital Health (@lancetdigitalh) 's Twitter Profile Photo

NEW Review: Generative #ArtificialIntelligence and ethical considerations in health care: a scoping review and ethics checklist. Eric Topol Read it here: buff.ly/4dh7erT

NEW Review: Generative #ArtificialIntelligence and ethical considerations in health care: a scoping review and ethics checklist. <a href="/EricTopol/">Eric Topol</a>

Read it here: buff.ly/4dh7erT
Nan Liu, Duke-NUS (@nliulab) 's Twitter Profile Photo

๐ŸŒCollaborative Assessment for Responsible and Ethical AI Implementation (CARE-AI)โ€”a novel tool designed to guide the ethical deployment of AI-based prediction models in clinical settings. nature.com/articles/s4159โ€ฆ #AI #AIEthics #ethics #DukeNUS

๐ŸŒCollaborative Assessment for Responsible and Ethical AI Implementation (CARE-AI)โ€”a novel tool designed to guide the ethical deployment of AI-based prediction models in clinical settings. 
nature.com/articles/s4159โ€ฆ
#AI #AIEthics #ethics #DukeNUS
Nan Liu, Duke-NUS (@nliulab) 's Twitter Profile Photo

Cognitive biases in clinical decision-making lead to diagnostic errors. Our study shows that #LLMs, through a multi-agent framework, can help re-evaluate and correct misconceptions, enhancing diagnostic accuracy. jmir.org/2024/1/e59439/ #AI #Healthcare #Diagnostics #MedTech

Cognitive biases in clinical decision-making lead to diagnostic errors. Our study shows that #LLMs, through a multi-agent framework, can help re-evaluate and correct misconceptions, enhancing diagnostic accuracy. 
jmir.org/2024/1/e59439/

#AI #Healthcare #Diagnostics #MedTech
Jiajie Zhang (@jiajiezhang100) 's Twitter Profile Photo

Transdisciplinary perspectives for health systems science | New Journal accepting submissions now: npj Health Systems. โฆnatureโฉ โฆAMIAโฉ โฆHIMSSโฉ #healthsystem #systemscience โฆMcWilliams School of Biomedical Informaticsโฉ โฆUTHealth Houstonโฉ nature.com/articles/s4440โ€ฆ

Science Partner Journals (@spjournals) 's Twitter Profile Photo

JUST PUBLISHED: Federated Learning in Healthcare: A Benchmark Comparison of Engineering and Statistical Approaches for Structured Data Analysis Click here to read the latest free, Open Access article from Health Data Science: spj.science.org/doi/10.34133/hโ€ฆ

JUST PUBLISHED: Federated Learning in Healthcare: A Benchmark Comparison of Engineering and Statistical Approaches for Structured Data Analysis

Click here to read the latest free, Open Access article from Health Data Science: spj.science.org/doi/10.34133/hโ€ฆ
Nan Liu, Duke-NUS (@nliulab) 's Twitter Profile Photo

Federated Learning in Healthcare: A Benchmark Comparison of Engineering and Statistical Approaches for Structured Data Analysis | Health Data Science spj.science.org/doi/10.34133/hโ€ฆ

Nan Liu, Duke-NUS (@nliulab) 's Twitter Profile Photo

Leveraging anatomical constraints with uncertainty for pneumothorax segmentation - Yuan - Health Care Science - Wiley Online Library onlinelibrary.wiley.com/doi/10.1002/hcโ€ฆ

Nan Liu, Duke-NUS (@nliulab) 's Twitter Profile Photo

Generative #AI (GenAI) is revolutionizing healthcare, but it faces challenges. Retrieval-Augmented Generation (#RAG) is a possible approach to enhance #GenAI's reliability, reduce biases, and offer more personalized, evidence-based care. nature.com/articles/s4440โ€ฆ

Nan Liu, Duke-NUS (@nliulab) 's Twitter Profile Photo

Our Transparent Reporting of Ethics for Generative AI (#TREGAI) checklist was featured by Channel NewsAsia. lnkd.in/gbdddUEE #AI #GenAI #Ethics #Healthcare #DukeNUS #DAISI

Our Transparent Reporting of Ethics for Generative AI (#TREGAI) checklist was featured by Channel NewsAsia. 
lnkd.in/gbdddUEE

#AI #GenAI #Ethics #Healthcare #DukeNUS #DAISI
Nan Liu, Duke-NUS (@nliulab) 's Twitter Profile Photo

How can generative AI and large language models be used to mitigate medication-related harm? We conducted a review to address this question. nature.com/articles/s4174โ€ฆ #GenAI #AI #LLM #Medication #Drug #Healthcare #Medicine #DukeNUS

How can generative AI and large language models be used to mitigate medication-related harm? We conducted a review to address this question.

nature.com/articles/s4174โ€ฆ

#GenAI #AI #LLM #Medication #Drug #Healthcare #Medicine #DukeNUS
Nan Liu, Duke-NUS (@nliulab) 's Twitter Profile Photo

๐˜€๐—ฒ๐—ฒ๐—•๐—ถ๐—ฎ๐˜€: ๐—” ๐—–๐—ผ๐—บ๐—ฝ๐—ฟ๐—ฒ๐—ต๐—ฒ๐—ป๐˜€๐—ถ๐˜ƒ๐—ฒ ๐—ง๐—ผ๐—ผ๐—น ๐—ณ๐—ผ๐—ฟ ๐—”๐˜€๐˜€๐—ฒ๐˜€๐˜€๐—ถ๐—ป๐—ด ๐—ฎ๐—ป๐—ฑ ๐—ฉ๐—ถ๐˜€๐˜‚๐—ฎ๐—น๐—ถ๐˜‡๐—ถ๐—ป๐—ด ๐—”๐—œ ๐—™๐—ฎ๐—ถ๐—ฟ๐—ป๐—ฒ๐˜€๐˜€ Paper: lnkd.in/gwkmT3ik Code: lnkd.in/g-F-UdFF #seeBias #AI #Fairness #Bias #R #Toolbox #DukeNUS

๐˜€๐—ฒ๐—ฒ๐—•๐—ถ๐—ฎ๐˜€: ๐—” ๐—–๐—ผ๐—บ๐—ฝ๐—ฟ๐—ฒ๐—ต๐—ฒ๐—ป๐˜€๐—ถ๐˜ƒ๐—ฒ ๐—ง๐—ผ๐—ผ๐—น ๐—ณ๐—ผ๐—ฟ ๐—”๐˜€๐˜€๐—ฒ๐˜€๐˜€๐—ถ๐—ป๐—ด ๐—ฎ๐—ป๐—ฑ ๐—ฉ๐—ถ๐˜€๐˜‚๐—ฎ๐—น๐—ถ๐˜‡๐—ถ๐—ป๐—ด ๐—”๐—œ ๐—™๐—ฎ๐—ถ๐—ฟ๐—ป๐—ฒ๐˜€๐˜€

Paper: lnkd.in/gwkmT3ik
Code: lnkd.in/g-F-UdFF

#seeBias #AI #Fairness #Bias #R #Toolbox #DukeNUS
Nan Liu, Duke-NUS (@nliulab) 's Twitter Profile Photo

Just arrived in #Yokohama for #CHI2025! No paper this yearโ€”here to soak in ideas and learn. Always up for a chat on #HCI, especially in #healthcare, #AI #fairness, #equity, and #bias. Feel free to DM! ACM CHI Conference

Just arrived in #Yokohama for #CHI2025! No paper this yearโ€”here to soak in ideas and learn. Always up for a chat on #HCI, especially in #healthcare, #AI #fairness, #equity, and #bias. Feel free to DM! 

<a href="/acm_chi/">ACM CHI Conference</a>
Nan Liu, Duke-NUS (@nliulab) 's Twitter Profile Photo

We are entering a new era of #medical #education with advances in #AI, especially generative AI (#GenAI). These innovations have the potential to transform how we train healthcare professionals, addressing global workforce shortages. papers.ssrn.com/sol3/papers.cfโ€ฆ

Nan Liu, Duke-NUS (@nliulab) 's Twitter Profile Photo

I will be speaking at the UC San Francisco #AI Seminar Series. My talk will focus on the #implementation of health AI and the balance between #innovation, patient #safety, and #ethical considerations. A big thank you to Prof. Jean Feng for the kind invitation. #DukeNUS

Nan Liu, Duke-NUS (@nliulab) 's Twitter Profile Photo

[New Study] Leveraging AI and Transfer Learning to Enhance Outcome Prediction for Out-of-Hospital Cardiac Arrest in Diverse Settings: Insights from the Pan-Asian Resuscitation Outcomes Study medrxiv.org/content/10.110โ€ฆ #AI #Healthcare #OHCA

Nan Liu, Duke-NUS (@nliulab) 's Twitter Profile Photo

๐Ÿš€๐—•๐—ฟ๐—ถ๐—ฑ๐—ด๐—ถ๐—ป๐—ด ๐˜๐—ต๐—ฒ ๐—š๐—ฎ๐—ฝ ๐—ถ๐—ป ๐—”๐—œ ๐—™๐—ฎ๐—ถ๐—ฟ๐—ป๐—ฒ๐˜€๐˜€ ๐—ณ๐—ผ๐—ฟ ๐—›๐—ฒ๐—ฎ๐—น๐˜๐—ต๐—ฐ๐—ฎ๐—ฟ๐—ฒ: ๐—ž๐—ฒ๐˜† ๐—œ๐—ป๐˜€๐—ถ๐—ด๐—ต๐˜๐˜€ ๐—ฎ๐—ป๐—ฑ ๐—”๐—ฐ๐˜๐—ถ๐—ผ๐—ป๐˜€ We did a scoping review to highlight critical gaps and actionable strategies for advancing clinical #AI #fairness. npj Digital Medicine Duke-NUS Medical School

๐Ÿš€๐—•๐—ฟ๐—ถ๐—ฑ๐—ด๐—ถ๐—ป๐—ด ๐˜๐—ต๐—ฒ ๐—š๐—ฎ๐—ฝ ๐—ถ๐—ป ๐—”๐—œ ๐—™๐—ฎ๐—ถ๐—ฟ๐—ป๐—ฒ๐˜€๐˜€ ๐—ณ๐—ผ๐—ฟ ๐—›๐—ฒ๐—ฎ๐—น๐˜๐—ต๐—ฐ๐—ฎ๐—ฟ๐—ฒ: ๐—ž๐—ฒ๐˜† ๐—œ๐—ป๐˜€๐—ถ๐—ด๐—ต๐˜๐˜€ ๐—ฎ๐—ป๐—ฑ ๐—”๐—ฐ๐˜๐—ถ๐—ผ๐—ป๐˜€
We did a scoping review to highlight critical gaps and actionable strategies for advancing clinical #AI #fairness. <a href="/npjDigitalMed/">npj Digital Medicine</a> <a href="/dukenus/">Duke-NUS Medical School</a>
Nan Liu, Duke-NUS (@nliulab) 's Twitter Profile Photo

Delighted to share our latest opinion piece in Cell #Patterns. We highlight why #interpretability and #transparency are essentialโ€”not just for building trust in #health #AI, but as the foundation for #fairness, #privacy, and #reliability. doi.org/10.1016/j.pattโ€ฆ

Delighted to share our latest opinion piece in <a href="/CellCellPress/">Cell</a> #Patterns. We highlight why #interpretability and #transparency are essentialโ€”not just for building trust in #health #AI, but as the foundation for #fairness, #privacy, and #reliability.

doi.org/10.1016/j.pattโ€ฆ
Nan Liu, Duke-NUS (@nliulab) 's Twitter Profile Photo

๐ŸŒ Advancing international partnership for governing generative #AI (#GenAI) models in #medicine and #healthcare. We introduce POLARIS-GM initiative: a scenario-based, consensus-driven framework for GenAI #governance and #regulation. Nature Medicine nature.com/articles/s4159โ€ฆ

๐ŸŒ Advancing international partnership for governing generative #AI (#GenAI) models in #medicine and #healthcare. We introduce POLARIS-GM initiative: a scenario-based, consensus-driven framework for GenAI #governance and #regulation. <a href="/NatureMedicine/">Nature Medicine</a>

nature.com/articles/s4159โ€ฆ