Blog category
Healthcare
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Generative Artificial Intelligence: Synthetic Datasets in Dentistry
Generative AI creates synthetic dental datasets, improving model fairness, privacy, and diagnostic accuracy in dentistry.
Generative Models Improve Fairness of Medical Classifiers Under Distribution Shifts
By generating synthetic image samples specific to underrepresented groups, diffusion models help medical imageclassifiers to achieve greater fairness metrics across a variety of medical disciplines and demographic attributes.
Advancing Retinal Disease Diagnosis: Deep Learning for Non-Perfusion Area Segmentation in Fundus and AI-Generated Fluorescein Angiography
This study explores using deep learning and AI-generated fluorescein angiography for non-invasive, accurate retinal disease diagnosis.
Advancing Organ Toxicity Assessment with Generative AI: A New Era in Drug Safety
This study explores using generative AI and organ transcriptomics to predict multi-organ toxicity, enhancing drug safety assessments.
Revolutionizing Pharmaceutical Formulation: In Silico Optimization and Particle Engineering Using Generative AI
This study explores using generative AI for in silico pharmaceutical formulation optimization, improving efficiency, cost, and drug quality.
Enhancing X-Ray Bone Segmentation with Adversarial Robustness and Synthetic Data
This study explores using synthetic data and adversarial training to improve X-ray bone segmentation accuracy and robustness.
Advancing Brain Tumor Segmentation with Synthetic MR Images: GANs vs. Diffusion Models
This study compares GANs and diffusion models for brain tumor segmentation, highlighting their strengths in accuracy and efficiency.
Revolutionizing Histopathology: The Power of Generative AI in Tumor Profiling
This study explores using generative AI for virtually multiplexed tumor profiling, improving cancer diagnosis, treatment, and efficiency.
Unlocking the Power of Medical Domain Knowledge in Domain-Agnostic Generative AI
This study explores integrating medical knowledge into domain-agnostic generative AI, improving healthcare tasks like diagnostics and personalized medicine.