UCSF AI Publications
Assessing Variability in ChatGPT Responses: A Case Study on Simulating Online User Inputs.
Journal of the Association of Nurses in AIDS Care,
Yulin Hswen, Thu Nguyen
Related to: Health Disparities, Minority Health, Machine Learning and Artificial Intelligence, Clinical Research, Behavioral and Social Science, Networking and Information Technology R&D (NITRD)
State of the art review of AI in renal imaging
Abdominal Radiology,
Fatemeh Dehghani Firouzabadi, and 5 more from outside UCSF
Altmetric score: 4Related to: Data Science, Cancer, Networking and Information Technology R&D (NITRD), Rare Diseases, Kidney Disease, Machine Learning and Artificial Intelligence, Bioengineering
Detecting New Lesions Using a Large Language Model: Applications in Real‐World Multiple Sclerosis Datasets
Annals of Neurology,
Shane Poole [first], Nikki Sisodia, Kanishka Koshal, Kyra Henderson, Jaeleene Wijangco, Danelvis Paredes, Chelsea Chen, William Rowles, Amit Akula, UCSF Multiple Sclerosis and Neuroinflammation Center clinicians, Andreas M. Rauschecker, Roland G. Henry, Riley Bove [last], and 2 more from outside UCSF
Altmetric score: 7Related to: Clinical Research, Autoimmune Disease, Neurosciences, Patient Safety, Biomedical Imaging, Brain Disorders, Multiple Sclerosis, Neurodegenerative
Explainable differential diagnosis with dual-inference large language models
npj Health Systems,
Sirui Ding, and 7 more from outside UCSF
Altmetric score: 3Understanding contraceptive switching rationales from real world clinical notes using large language models
npj Digital Medicine,
Brenda Y. Miao [first], Christopher Y. K. Williams, Ebenezer Chinedu-Eneh, Travis Zack, Atul J. Butte, Irene Y. Chen [last], and 1 more from outside UCSF
Related to: Clinical Research, Prevention, Patient Safety
Ontology accelerates few-shot learning capability of large language model: A study in extraction of drug efficacy in a rare pediatric epilepsy
International Journal of Medical Informatics,
Joseph E Sullivan, and 18 more from outside UCSF
Related to: Brain Disorders, Neurodegenerative, Pediatric, Epilepsy, Neurosciences, Orphan Drug, Down Syndrome, Rare Diseases, Intellectual and Developmental Disabilities (IDD)
Towards multimodal foundation models in molecular cell biology
Nature,
Hani Goodarzi, and 8 more from outside UCSF
Altmetric score: 144Related to: Networking and Information Technology R&D (NITRD), Biotechnology, Human Genome, Bioengineering, Genetics
Information Extraction from Lumbar Spine MRI Radiology Reports Using GPT4: Accuracy and Benchmarking Against Research-Grade Comprehensive Scoring
Diagnostics,
Katharina Ziegeler, Virginie Kreutzinger, Michelle W. Tong, Cynthia T. Chin, Emma Bahroos, Po-Hung Wu, Noah Bonnheim, Aaron J. Fields, Jeffrey C. Lotz, Thomas M. Link, Sharmila Majumdar
Related to: Back Pain, Neurosciences, Pain Research, Bioengineering, Biomedical Imaging
A proof-of-concept study for patient use of open notes with large language models
JAMIA Open,
Jennifer L Clarke, and 7 more from outside UCSF
Altmetric score: 5A proof-of-concept study for patient use of open notes with large language models
JAMIA Open,
Jennifer L Clarke, and 7 more from outside UCSF
Altmetric score:Multimodal cell maps as a foundation for structural and functional genomics
Nature,
Abantika Pal, Neelesh Soni, Andrew P. Latham, Aji Palar, Ernst Pulido, Ignacia Echeverria, Andrej Sali, and 27 more from outside UCSF
Altmetric score: 210
Cited 3 timesRelated to: Cancer
A Narrative Review on the Application of Large Language Models to Support Cancer Care and Research
Yearbook of Medical Informatics,
Ryzen Benson, Marianna Elia, Benjamin Hyams, Ji Hyun Chang, Julian C. Hong
Altmetric score: 5
Cited 1 timesRelated to: Cancer
Evaluating the effectiveness of biomedical fine-tuning for large language models on clinical tasks
Journal of the American Medical Informatics Association,
Madhumita Sushil, and 9 more from outside UCSF
Altmetric score: 3A clinically accessible small multimodal radiology model and evaluation metric for chest X-ray findings
Nature Communications,
Matthew P. Lungren, and 26 more from outside UCSF
Altmetric score: 4Related to: Biomedical Imaging
Can we rely on artificial intelligence to guide antimicrobial therapy? A systematic literature review
Antimicrobial Stewardship & Healthcare Epidemiology,
Pedro S. Marra, and 19 more from outside UCSF
Altmetric score: 10Related to: Infectious Diseases, Bioengineering, Biodefense, Antimicrobial Resistance, Patient Safety, Emerging Infectious Diseases, Machine Learning and Artificial Intelligence, Networking and Information Technology R&D (NITRD)
Artificial intelligence: international perspectives on critical issues
OTA International The Open Access Journal of Orthopaedic Trauma,
Meir T. Marmor [first], Justin Krogue, and 4 more from outside UCSF
Changes in fatigue after first-ever ischemic stroke and their associations with changes in physical fitness, body composition, and physical activity
Journal of Stroke and Cerebrovascular Diseases,
Caryl L Gay, and 6 more from outside UCSF
Altmetric score:Related to: Cardiovascular, Rehabilitation, Brain Disorders, Cerebrovascular, Aging, Physical Activity, Prevention, Stroke
Real-World Type 2 Diabetes Second-Line Treatment Allocation Among Patients
medRxiv,
Jaysón Davidson, Rohit Vashisht, Kendra Radtke, Ayan Patel, Suneil K. Koliwad, Atul J. Butte
Altmetric score: 1Related to: Diabetes, Behavioral and Social Science, Health Disparities, Clinical Research
Dietary Sugar and Atopic Dermatitis in a Longitudinal Birth Cohort
JID Innovations,
Judy Shan [first], Morgan Ye, Sheng-Pei Wang, Hannah Kang, Ahnna Lee, Erin L. Van Blarigan, Katrina Abuabara [last], and 1 more from outside UCSF
Related to: Nutrition, Pediatric, Clinical Research, Eczema / Atopic Dermatitis
A scoping review on generative AI and large language models in mitigating medication related harm
npj Digital Medicine,
Jasmine Chiat Ling Ong [first], Rosa Rodriguez-Monguio, and 9 more from outside UCSF
Altmetric score: 10Related to: Machine Learning and Artificial Intelligence, Patient Safety
Interactive Panel Summaries of the 2024 Voice AI Symposium
Frontiers in Digital Health,
Anita Ho, and 81 more from outside UCSF
Altmetric score: 1Exploring Vacuum Erection Device User Feedback: A GPT-4 Thematic Analysis
Urology,
Hiren V Patel [first], Behzad Abbasi, Kevin D Li, Marvin Carlisle, William A Pace, Benjamin N Breyer [last], and 1 more from outside UCSF
Biomedical data and AI
Science China Life Sciences,
Hao Li, and 29 more from outside UCSF
Protocol for assessing distances in pathway space for classifier feature sets from machine learning methods
STAR Protocols,
Christina Yau, The Cancer Genome Atlas Analysis Network, and 78 more from outside UCSF
Altmetric score: 1Related to: Machine Learning and Artificial Intelligence, Networking and Information Technology R&D (NITRD), Biotechnology, Genetics
Large language model agents can use tools to perform clinical calculations
npj Digital Medicine,
Simon N. Chu, and 3 more from outside UCSF
Altmetric score: 14Related to: Clinical Research
Enhancing Large Language Models with Retrieval-Augmented Generation: A Radiology-Specific Approach.
Radiology Artificial Intelligence,
Andreas M Rauschecker [last], and 1 more from outside UCSF
Altmetric score: 20
Cited 2 timesIs ‘data science’ science?
Advances in Health Sciences Education,
Patricia O’Sullivan [last], and 1 more from outside UCSF
Related to: Data Science
Non-Face-to-Face Services in Neurologic Care
Seminars in Neurology,
Carrie K. Grouse
Related to: Patient Safety
irAE-GPT: Leveraging large language models to identify immune-related adverse events in electronic health records and clinical trial datasets
medRxiv,
Michelle Wang, Sam Brondfield, Jordyn Silverstein, Kimberly de Dios, Zoe Quandt [last], and 15 more from outside UCSF
Altmetric score: 1Related to: Cancer, Health Disparities, Minority Health, Immunotherapy, Networking and Information Technology R&D (NITRD), Patient Safety, Clinical Research
Implementing Social Determinants of Health Screening in US Emergency Departments
JAMA Network Open,
Melanie Molina, and 7 more from outside UCSF
Altmetric score: 4Related to: Clinical Research, Emergency Care, Health Disparities, Health Services, Behavioral and Social Science, Minority Health
Applications of Artificial Intelligence and Advanced Imaging in Pediatric Diffuse Midline Glioma
Neuro-Oncology,
Atlas Haddadi Avval [first], Suneel Banerjee, Sabine Mueller, Andreas M Rauschecker [last], and 2 more from outside UCSF
Altmetric score: 2Related to: Clinical Research, Rare Diseases, Neurosciences, Brain Cancer, Bioengineering, Machine Learning and Artificial Intelligence, Brain Disorders, Biomedical Imaging, Networking and Information Technology R&D (NITRD), Precision Medicine, Data Science, Cancer
National trends in oncology specialists’ EHR inbox work, 2019–2022
Journal of the National Cancer Institute,
A Jay Holmgren [first], and 3 more from outside UCSF
Altmetric score: 9Related to: Patient Safety, Cancer, Clinical Research, Pediatric
Physician clinical decision modification and bias assessment in a randomized controlled trial of AI assistance
Communications Medicine,
Elaine C. Khoong, and 6 more from outside UCSF
Altmetric score: 3Related to: Patient Safety, Health Disparities, Minority Health, Clinical Research, Clinical Trials and Supportive Activities, Pain Research
Guiding Principles for Data Sharing and Harmonization: Results of a Systematic Review and Modified Delphi From the Society of Critical Care Medicine Data Science Campaign
Critical Care Medicine,
Heidi J. Engel, and 25 more from outside UCSF
Altmetric score: 13Related to: Data Science
Analyzing patient perspectives with large language models: a cross-sectional study of sentiment and thematic classification on exception from informed consent
Scientific Reports,
Aaron E. Kornblith [first], Chandan Singh, and 13 more from outside UCSF
Altmetric score: 4Artificial intelligence for modelling infectious disease epidemics
Nature,
Serina Y. Chang, and 40 more from outside UCSF
Altmetric score: 317
Cited 8 timesRelated to: Emerging Infectious Diseases, Infectious Diseases, Machine Learning and Artificial Intelligence, Bioengineering, Networking and Information Technology R&D (NITRD), Biodefense, Data Science
Ontology-guided machine learning outperforms zero-shot foundation models for cardiac ultrasound text reports
Scientific Reports,
Suganya Subramaniam [first], Sara Rizvi, Rima Arnaout [last], and 9 more from outside UCSF
Altmetric score: 1Related to: Machine Learning and Artificial Intelligence, Biomedical Imaging, Networking and Information Technology R&D (NITRD), Cardiovascular
AI in neurocritical care: what to expect
Intensive Care Medicine,
J. Claude Hemphill [first], and 1 more from outside UCSF
Altmetric score: 3
Cited 1 timesA comparison of large language model-generated and published perioperative neurocognitive disorder recommendations: a cross-sectional web-based analysis
British Journal of Anaesthesia,
Odmara L Barreto Chang, Mervyn Maze, and 9 more from outside UCSF
Altmetric score: 4Related to: Networking and Information Technology R&D (NITRD), Neurosciences
Using the WHO building blocks to examine cross-border public health surveillance in MENA
International Journal for Equity in Health,
Laura Buback [first], Shayanne Martin, Esbeydy Pardo, Farah Massoud, Jesus Formigo, Atousa Bonyani, Susie Welty, and 4 more from outside UCSF
Cited 1 timesReal world perspectives on endometriosis disease phenotyping through surgery, omics, health data, and artificial intelligence
npj Women's Health,
Camran R. Nezhat [first], Tomiko T. Oskotsky, Joshua F. Robinson, Susan J. Fisher, Binya Liu, Juan C. Irwin, Marina Sirota, Linda C. Giudice [last], and 3 more from outside UCSF
Altmetric score: 18Related to: Genetics, Precision Medicine, Endometriosis, Women's Health, Bioengineering, Machine Learning and Artificial Intelligence, Contraception/Reproduction, Clinical Research
Reply: “Continuing the Chat: How Can We Improve the Performance of an Artificial Intelligence Chatbot in Answering Clinical Infectious Diseases Pharmacotherapy Questions?”
Open Forum Infectious Diseases,
Conan MacDougall, and 5 more from outside UCSF
Related to: Machine Learning and Artificial Intelligence, Networking and Information Technology R&D (NITRD), Bioengineering, Clinical Research
AI In Action: Redefining Drug Discovery and Development
Clinical and Translational Science,
Liang Zhao, and 3 more from outside UCSF
Altmetric score: 1
Cited 2 timesThe MI-CLAIM-GEN checklist for generative artificial intelligence in health
Nature Medicine,
Brenda Y. Miao [first], Irene Y. Chen, Christopher Y. K. Williams, Jaysón Davidson, Augusto Garcia-Agundez, Shenghuan Sun, Travis Zack, Rima Arnaout, Milena Gianfrancesco, Atul J. Butte, Madhumita Sushil [last], and 7 more from outside UCSF
Altmetric score: 13Related to: Networking and Information Technology R&D (NITRD), Machine Learning and Artificial Intelligence
Challenges with reinforcement learning model transportability for sepsis treatment in emergency care
npj Digital Medicine,
Romain Pirracchio, and 6 more from outside UCSF
Altmetric score: 1Related to: Emergency Care, Sepsis, Clinical Research, Machine Learning and Artificial Intelligence, Hematology, Infectious Diseases, Health Services
FUTURE-AI: international consensus guideline for trustworthy and deployable artificial intelligence in healthcare
The BMJ,
John Mongan, and 120 more from outside UCSF
Altmetric score: 130
Cited 13 timesRelated to: Networking and Information Technology R&D (NITRD), Bioengineering, Machine Learning and Artificial Intelligence
FUTURE-AI: international consensus guideline for trustworthy and deployable artificial intelligence in healthcare
The BMJ,
John Mongan, and 120 more from outside UCSF
Altmetric score: 130
Cited 7 timesRelated to: Machine Learning and Artificial Intelligence, Networking and Information Technology R&D (NITRD), Bioengineering
Benefits, limits, and risks of ChatGPT in medicine
Frontiers in Artificial Intelligence,
Michelle Wang, and 9 more from outside UCSF
Altmetric score: 9
Cited 3 timesRelated to: Behavioral and Social Science, Patient Safety, Health Services, Clinical Research
Cellular morphometric biomarkers and large language model predict prognosis and treatment response in neuroblastoma patients: A retrospective and double-blind prospective single arm clinical study
European Journal of Cancer,
William Weiss, and 9 more from outside UCSF
Related to: Neuroblastoma, Clinical Research, Cancer Genomics, Genetics, Pediatric Cancer, Genetic Testing, Neurosciences, Human Genome, Cancer, Pediatric, Rare Diseases, Precision Medicine, Prevention, Minority Health
Society for Cardiovascular Magnetic Resonance recommendations toward environmentally sustainable cardiovascular magnetic resonance
Journal of Cardiovascular Magnetic Resonance,
Yoo Jin Lee, and 17 more from outside UCSF
Cited 3 timesRelated to: Biomedical Imaging