Diffusion models in medical imaging: A comprehensive survey

A Kazerouni, EK Aghdam, M Heidari, R Azad… - Medical Image …, 2023 - Elsevier
Denoising diffusion models, a class of generative models, have garnered immense interest
lately in various deep-learning problems. A diffusion probabilistic model defines a forward …

Diffusion models for medical image analysis: A comprehensive survey

A Kazerouni, EK Aghdam, M Heidari, R Azad… - arxiv preprint arxiv …, 2022 - arxiv.org
Denoising diffusion models, a class of generative models, have garnered immense interest
lately in various deep-learning problems. A diffusion probabilistic model defines a forward …

[PDF][PDF] Large language models and generative ai's expanding role in healthcare

S Pahune, N Rewatkar - 2024 - researchgate.net
Large language models and generative artificial intelligence (GAI) have recently
demonstrated significant promise for revolutionizing a range of industries, including …

Artificial intelligence in cardiovascular imaging and intervention

S Engelhardt, SUH Dar, L Sharan, F André, E Nagel… - Herz, 2024 - Springer
Recent progress in artificial intelligence (AI) includes generative models, multimodal
foundation models, and federated learning, which enable a wide spectrum of novel exciting …

Enriching Metaverse with Memories Through Generative AI: A Case Study

M Rausa, S Gaglio, A Augello… - … on Metrology for …, 2024 - ieeexplore.ieee.org
The paper introduces MetaMemory, an approach to generate 3D models from either textual
descriptions or photographs of objects, offering dual input modes for enhanced …

[PDF][PDF] The Expanding Function of Generative AI and Large Language Models in Healthcare

S Pahune, N Rewatkar - 2024 - researchgate.net
Large language models and generative artificial intelligence (GAI) have recently
demonstrated significant promise for revolutionizing a range of industries, including …

PW-CM: A Medical Image Segmentation Based on Consistency Model by Using Patches and Wavelet Transforms

L Zhang, K Zhang, H Pan - Asia-Pacific Web (APWeb) and Web-Age …, 2024 - Springer
As a new trend, generative consistency models are becoming increasingly popular, and
some works have used consistency generative models for image segmentation tasks …

[PDF][PDF] Healthcare: A Growing Role for Large Language Models and Generative AI

S Pahune, N Rewatkar - researchgate.net
Large language models and generative artificial intelligence (GAI) have recently
demonstrated significant promise for revolutionizing a range of industries, including …