Problem
Meeting customer needs plays a critical role in the efficiency of organizations and healthcare professionals serving in the healthcare sector. Customer needs and current problems were determined with the competencies and experience of our team. These; - Access Data - Labeled Data - Data Security - Integration of AI solutions - Patient volume and workload - Interoperability of healthcare systems - Early Diagnosis - Cost
Çözüm
The sub-branch of artificial intelligence called deep learning plays an important role in the analysis and interpretation of medical images in the field of medical imaging and image processing. Medical imaging methods such as computed tomography, magnetic resonance, ultrasound, mammography, X-ray and digital pathology are commonly used for the diagnosis of diseases. Medical images are distributed and stored by PACS (Picture Archiving and Communication System) systems in hospitals. Artificial intelligence in medical imaging has triggered a significant transformation in the healthcare industry. Artificial intelligence is used in many areas in examining medical images, and it still includes diseases that have not been taken into consideration. Viseur AI has the potential to advance artificial intelligence in medical imaging, improving the quality of healthcare and providing faster and more accurate diagnoses. However, the reliability of these technologies is faced with critical issues such as lack of experience and sufficient data (labeled or unlabeled), stable artificial intelligence products, data labeling and personnel problems, complex regulation processes, excessive workload, high costs, ethical problems and patients' privacy. Therefore, the process of development and implementation of AI-based medical imaging systems must be carefully managed and constantly evaluated. Viseur AI collects all patient data (HIS, RIS, LIS, PACS) in one environment, without requiring users to have software knowledge, and provides all the steps from labeling medical images, developing the artificial intelligence model to productization of the model, on a single platform. Providing solutions for its target audience, Viseur AI offers services to improve the products of artificial intelligence companies and to enable healthcare professionals to develop their own artificial intelligence products in the field of radiology and pathology and use them in their own business environment. Viseur AI aims to facilitate the development process of artificial intelligence-based medical imaging software products by complying with the data security standards of institutions. Viseur AI provides data management by optimizing data collection, classification and processing processes from various sources. Our technological solution has the ability to analyze images, edit and improve quality through artificial intelligence-assisted or medical image processing algorithms. In this way, it can categorize the data collected by users with descriptions and labels and develop artificial intelligence solutions for related problems on the platform. In addition, daily diagnosis and reporting tasks can be carried out thanks to the medical viewer provided to the user.
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