Top industry developers of deep learning models for medical imaging

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contextflow develops deep learning-based tools specifically for medical imaging, particularly in radiology workflows. Their product, ADVANCE Chest CT, is designed for comprehensive computer-aided detection in lung cancer, ILD, and COPD cases. The company has received recognition through awards and partnerships, indicating a strong presence in the industry.

Retinai specializes in AI and deep learning models specifically for medical imaging, as evidenced by their focus on ophthalmology and their certified AI solutions that automate analysis across disparate imaging datasets. The company is also recognized in the industry, with CE-marked and FDA-cleared solutions, and partnerships with notable healthcare organizations.

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Paige is recognized as a top developer in the industry, specializing in AI technologies for pathology, which includes deep learning models. These models are specifically designed for medical imaging, particularly in cancer detection and diagnosis. Paige's AI applications have been independently validated and are used by renowned hospitals and laboratories worldwide, demonstrating their top-tier status in the industry.

Nvidia is recognized as a top developer in the industry, specializes in deep learning models, and provides AI-powered solutions for healthcare, including medical imaging through NVIDIA Clara.

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Cortechs.ai specializes in advanced AI tools for medical imaging, specifically brain segmentation and volumetric analysis, which involves deep learning models. The company is recognized in the industry with a global presence in 36 countries and trusted by over 1200 medical institutions, indicating it is a top developer in the field.

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Aidoc is recognized for its clinical AI solutions, featuring 17 FDA-cleared algorithms specifically for medical imaging analysis. The company specializes in deep learning models and is integrated into healthcare systems to improve efficiency and outcomes, indicating it is a top developer in the industry.

Subtle Medical is recognized as a top developer in the industry, having received multiple awards including the Nvidia Inception Award for Top Healthcare+AI startup globally. The company specializes in deep learning models, as evidenced by their AI-powered software solutions like SubtleMR™, SubtlePET™, and SubtleSYNTH™. These models are specifically developed for medical imaging, focusing on MRI and PET imaging to improve image quality and efficiency.

Layer 6 AI is recognized for developing industry-leading machine learning systems and has been publicly recognized through wins in international machine learning competitions. The company specializes in deep learning models and collaborates with Toronto’s medical research community to offer deep learning solutions for healthcare delivery and health outcomes. They also deploy deep learning models on health data, including radiology imaging data.

iCAD offers AI-powered solutions specifically for breast cancer detection, density assessment, and risk evaluation, which are based on deep learning models. The company has a significant presence in the medical imaging field, with FDA-cleared, CE-marked, and Health Canada-licensed solutions. Additionally, iCAD has trained its AI algorithms on over 6 million images and has analyzed over 40 million mammograms worldwide, indicating its recognition as a top developer in the industry.

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