This research enhances early disease diagnosis by analyzing retinal blood vessels in fundus images using deep learning. It employs eight pre-trained CNN models and Explainable AI techniques.

DocGPT (Doctor GPT) is an advanced medical diagnosis system that combines Vision Transformer (ViT) based deep learning models with LangChain agents to provide comprehensive medical image analysis and ...

But when it comes to medical ... images could be used to detect subtle tissue changes in the body, Alberich-Bayarri said. In this manner, imaging could be used at the beginning of a diagnosis ...

Reinforcement learning is a subset of machine learning where agents learn to make decisions by interacting with their environment and receiving rewards or penalties based on their actions. Unlike ...

This advanced system allows veterans to securely store and share their medical images, including MRI, CT, and PET scans, via their smartphones, tablets, or web platforms. By facilitating seamless ...

DeepSeek challenged this assumption by skipping SFT entirely, opting instead to rely on reinforcement learning (RL) to train the model. This bold move forced DeepSeek-R1 to develop independent ...

Bone fractures are prevalent in the human body, and their accurate diagnosis is crucial in medical ... X-ray imaging, a foundational tool for identifying fractures, exemplifies this impact, as AI ...

QGAN-DA generates high-quality synthetic images to alleviate the scarcity of labeled medical data. It trains a generator network through quantum circuits for the generation of new samples and a ...

Through RL (reinforcement learning, or reward-driven optimization), o1 learns to hone its chain of thought and refine the strategies it uses — ultimately learning to recognize and correct its ...