The journey of creating a machine learning (ML) model is intricate, encompassing several crucial steps, each with its unique challenges and requirements. This guide aims to demystify the process, breaking it into six fundamental stages: Data Collection, Data Preparation, Model…
The NVIDIA Jetson family of embedded computer platforms has become a strong way to speed up AI apps in many fields, such as healthcare. Its small size, high-performance GPU design, and low power consumption make it perfect for putting AI…
We briefly introduced MONAI in the previous Getting Started AI in Healthcare with MONAI post. Now, we will train our very first and simple medical AI model with MONAI Core. We can leverage the workflows in MONAI to quickly set up a…
Project development in AI in the healthcare domain can be exhausting without MONAI because computer vision and image processing methods in healthcare are quite different from regular methods. Evaluation methods and KPIs are different in medical models from others. Additionally,…
The NVIDIA Holoscan platform is a domain-specific AI computing platform designed specifically for the development of medical devices. Its primary function is to provide a comprehensive infrastructure that facilitates scalable, software-defined, real-time processing of streaming data at the edge. This…
The healthcare sector has always been at the forefront of adopting innovative technologies to enhance patient care, streamline operations, and push the boundaries of medical research. From the invention of the stethoscope to the development of telemedicine, each technological advancement…
AI and computer vision are rapidly advancing technologies that are having a significant impact on manufacturing. AI can be used to analyze vast amounts of data, such as sensor data and production line data, to optimize processes and improve decision-making….
Artificial intelligence (AI) and computer vision are two rapidly advancing technologies that are changing the way we live and work. AI is the simulation of human intelligence in machines that are programmed to think and learn like humans. Computer vision…
AI and computer vision are rapidly advancing technologies that are having a significant impact on healthcare. AI can be used to analyze vast amounts of data, such as medical images and electronic health records, to assist with diagnoses and treatment…