Foundation models for generalist medical artificial intelligence
The exceptionally rapid development of highly flexible, reusable artificial intelligence (AI)
models is likely to usher in newfound capabilities in medicine. We propose a new paradigm …
models is likely to usher in newfound capabilities in medicine. We propose a new paradigm …
Scientific discovery in the age of artificial intelligence
Artificial intelligence (AI) is being increasingly integrated into scientific discovery to augment
and accelerate research, hel** scientists to generate hypotheses, design experiments …
and accelerate research, hel** scientists to generate hypotheses, design experiments …
The next generation of evidence-based medicine
V Subbiah - Nature medicine, 2023 - nature.com
Recently, advances in wearable technologies, data science and machine learning have
begun to transform evidence-based medicine, offering a tantalizing glimpse into a future of …
begun to transform evidence-based medicine, offering a tantalizing glimpse into a future of …
[HTML][HTML] Attention is not all you need: the complicated case of ethically using large language models in healthcare and medicine
S Harrer - EBioMedicine, 2023 - thelancet.com
Summary Large Language Models (LLMs) are a key component of generative artificial
intelligence (AI) applications for creating new content including text, imagery, audio, code …
intelligence (AI) applications for creating new content including text, imagery, audio, code …
Foundations & trends in multimodal machine learning: Principles, challenges, and open questions
Multimodal machine learning is a vibrant multi-disciplinary research field that aims to design
computer agents with intelligent capabilities such as understanding, reasoning, and learning …
computer agents with intelligent capabilities such as understanding, reasoning, and learning …
The shaky foundations of large language models and foundation models for electronic health records
The success of foundation models such as ChatGPT and AlphaFold has spurred significant
interest in building similar models for electronic medical records (EMRs) to improve patient …
interest in building similar models for electronic medical records (EMRs) to improve patient …
Federated benchmarking of medical artificial intelligence with MedPerf
A Karargyris, R Umeton, MJ Sheller… - Nature machine …, 2023 - nature.com
Medical artificial intelligence (AI) has tremendous potential to advance healthcare by
supporting and contributing to the evidence-based practice of medicine, personalizing …
supporting and contributing to the evidence-based practice of medicine, personalizing …
Thermal immuno-nanomedicine in cancer
Immunotherapy has revolutionized the treatment of patients with cancer. However,
promoting antitumour immunity in patients with tumours that are resistant to these therapies …
promoting antitumour immunity in patients with tumours that are resistant to these therapies …
[HTML][HTML] A survey of multimodal information fusion for smart healthcare: Map** the journey from data to wisdom
Multimodal medical data fusion has emerged as a transformative approach in smart
healthcare, enabling a comprehensive understanding of patient health and personalized …
healthcare, enabling a comprehensive understanding of patient health and personalized …
[HTML][HTML] The impact of multimodal large language models on health care's future
B Meskó - Journal of medical Internet research, 2023 - jmir.org
When large language models (LLMs) were introduced to the public at large in late 2022 with
ChatGPT (OpenAI), the interest was unprecedented, with more than 1 billion unique users …
ChatGPT (OpenAI), the interest was unprecedented, with more than 1 billion unique users …