The adoption of large language models (LLMs) in healthcare demands a careful analysis of their potential to spread false medical knowledge. Because LLMs ingest massive volumes of data from the open Internet dur
Our work involves simulated attacks on locally hosted copies of The Pile dataset; we do not release malicious data, training code or corrupted models to the public; however, our project explicitly describes how to corrupt medical LLMs using data-poisoning attacks that circumvent existing detection b...
(Qilin-Med) Qilin-Med: Multi-stage Knowledge Injection Advanced Medical Large Language Model arXiv 2023 [Paper] [GitHub] (AlpaCare) AlpaCare: Instruction-tuned Large Language Models for Medical Application arXiv 2023 [Paper] [GitHub] [Model (7B, LLaMA)] [Model (7B, LLaMA-2)] [Model (13B...
SPHINX: THE JOINT MIXING OF WEIGHTS, TASKS, AND VISUAL EMBEDDINGS FOR MULTI-MODAL LARGE LANGUAGE MODELS; Ziyi Lin et al DeepSpeed-VisualChat: Multi Round Multi Images Interleave Chat via Multi-Modal Casual Attention; Zhewei Yao et al Vary: Scaling up the Vision Vocabulary for Large Vision-Langu...
For example, at VA, medication procedures (such as infliximab-injection) are coded as HCPCS procedure codes, while at MGB, they are coded as local medication codes that directly map to RxNorm. At VA, the majority of patients are male, and thus the pattern of diseases or treatments may ...
One pig (AV78) had slightly elevated temperatures compared to the others (Figure 6A) and thirteen days after immunisation had developed swelling on the joint of the front left leg and a swollen popliteal lymph node on the rear left leg (Figure 6B). AV78 then became lame on the rear leg...
According to the joint statement from the International Diabetes Federation (IDF), the American Heart Association (AHA)/National Heart, the Lung and Blood Institute (NHLBI), the World Heart Federation, the International Atherosclerosis Society, and the International Association for the Study of Obesity...
(Qilin-Med) Qilin-Med: Multi-stage Knowledge Injection Advanced Medical Large Language Model arXiv 2023 [Paper] [GitHub] (AlpaCare) AlpaCare: Instruction-tuned Large Language Models for Medical Application arXiv 2023 [Paper] [GitHub] [Model (7B, LLaMA)] [Model (7B, LLaMA-2)] [Model (13B...