Gastroenterology
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Auditing for Human Expertise
High-stakes prediction tasks (e.g., patient diagnosis) are often handled by trained
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GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI
Before that, it is crucial to develop benchmarks to evaluate L VLMs' effectiveness in various medical applications.
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SARAMIS: Simulation Assets for Robotic Assisted and Minimally Invasive Surgery Nina Montaña-Brown
However, the automation of MIS and RAMIS through the use of AI has been slow due to difficulties in data acquisition and curation, partially caused by the ethical considerations of training, testing and deploying AI models in medical environments.
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Data Augmentation for Compositional Data: Advancing Predictive Models of the Microbiome
Data augmentation plays a key role in modern machine learning pipelines.
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