Hope Zehr,Alberto Baiardi,Francesco Tacchino et al.
Hope Zehr et al.
Use of light in healthcare is evolving with increasing applications of photodynamic therapy (PDT) for treating various cancers. PDT utilizes light-activated molecules called photosensitizers (PSs) that generate reactive oxygen species (ROSs...
Lucy Ham,Taylor E Woodward,Megan A Coomer et al.
Lucy Ham et al.
Many cellular processes involve information processing and decision-making. We can probe these processes at increasing molecular detail. The analysis of heterogeneous data remains a challenge that requires new ways of thinking about cells i...
Integrating Artificial Intelligence in Dermatological Cancer Screening and Diagnosis: Efficacy, Challenges, and Future Directions [0.03%]
人工智能在皮肤癌筛查和诊断中的应用：有效性、挑战及未来方向
Vivian Utti,Vasiliki Bikia,Ank A Agarwal et al.
Vivian Utti et al.
Skin cancer is the most common cancer in the United States, with incidence rates continuing to rise both nationally and globally, posing significant health and economic burdens. These challenges are compounded by shortages in dermatological...
Algorithm-Based Clinical Decision Support: Evolving Regulatory Landscape and Best Practices for Local Oversight [0.03%]
基于算法的临床决策支持：不断演变的监管环境及本地监管的最佳实践
Anthony L Lin,Amanda B Parrish,Michael Cary et al.
Anthony L Lin et al.
The potential of algorithm-based clinical decision support (CDS) in healthcare continues to increase with the growing field of artificial intelligence (AI)-enabled CDS. The use of these technologies to support clinicians, patients, and heal...
Biomedical Natural Language Processing in the Era of Large Language Models [0.03%]
大型语言模型时代的生物医学自然语言处理
Naoto Usuyama,Cliff Wong,Sheng Zhang et al.
Naoto Usuyama et al.
Biomedicine has rapidly digitized over recent decades, from genomic sequencing to electronic medical records. Now, the rise of large language models (LLMs) is driving a generative artificial intelligence (AI) revolution in natural language ...
The TITAN-X Platform Integrates Big Data, Artificial Intelligence, Bioinformatics, and Advanced Computational Modeling to Understand Immune Responses and Develop the Next Wave of Precision Medicines [0.03%]
基于泰坦平台的大数据、人工智能、生物信息和高级计算模型理解免疫反应及开发下一代精准药物疗法
Ryan Baker,Josep Bassaganya-Riera,Nuria Tubau-Juni et al.
Ryan Baker et al.
The TITAN-X Precision Medicine Platform was engineered to rapidly, fully, and efficiently utilize large-scale immunology datasets, including public data, in drug discovery and development. TITAN-X integrates big data with artificial intelli...
Thodoris Koutsandreas,Kalliopi Tsafou,Heiko Horn et al.
Thodoris Koutsandreas et al.
Drug target identification is the first step in drug development, and its importance is underscored by the fact that, even when using genetic evidence to improve success rates, only a small fraction of lead targets end up approved for use i...
From Prediction to Prescription: Machine Learning and Causal Inference for the Heterogeneous Treatment Effect [0.03%]
从预测到决策：用于异质性治疗效应的机器学习和因果推断
Judith Abécassis,Élise Dumas,Julie Alberge et al.
Judith Abécassis et al.
The increasing accumulation of medical data brings the hope of data-driven medical decision-making, but data's increasing complexity-as text or images in electronic health records-calls for complex models, such as machine learning. Here, we...
Generative Artificial Intelligence: Implications for Biomedical and Health Professions Education [0.03%]
生成式人工智能在生物医学和健康专业教育中的影响
William Hersh
William Hersh
Generative artificial intelligence (AI) has had a profound impact on biomedicine and health, both in professional work and in education. Based on large language models (LLMs), generative AI has been found to perform as well as humans in sim...
Curriculum Design in an Evolving Field: Perspectives on Biomedical Data Science from Stanford [0.03%]
斯坦福大学生物医学数据科学课程设计与发展中的观点
Christine Y Yeh,Dennis P Wall,Karen Matthys et al.
Christine Y Yeh et al.
In recent decades, there has been an explosion of data streams spanning the entire spectrum of biomedicine, opening novel opportunities to tackle biological and medical research questions, increasing our ability to provide effective and eff...