工作描述
7 天前
Responsibilities
• Develop medical imaging processing algorithms based on computer vision and deep learning, handling image data types including but not limited to CT, MRI, and ultrasound.
• Independently lead R&D projects and collaborate with the development team to facilitate algorithm conversion, integration, and deployment within software systems.
• Manage related research initiatives, including but not limited to patent applications, academic paper writing, and grant proposals.
Requirements
• PhD or soon-to-be PhD in Computer Vision, Deep Learning, Computer Science, Image Processing, Biomedical Engineering, or related fields.
• 3+ years of experience in image processing algorithm development, with a solid foundation in computer vision algorithms and extensive experience in deep learning algorithm development;
• Excellent programming skills (e.g., proficient in Python), experience in deep learning model optimization, and familiarity with AI model deployment;
• Experience with quantitative CT algorithms, orthopedic imaging algorithms, or related fields is preferred;
• Preference given to candidates who have published papers as first author in high-impact journals (medical or computer science fields) or high-impact conferences (computer science field).
• Develop medical imaging processing algorithms based on computer vision and deep learning, handling image data types including but not limited to CT, MRI, and ultrasound.
• Independently lead R&D projects and collaborate with the development team to facilitate algorithm conversion, integration, and deployment within software systems.
• Manage related research initiatives, including but not limited to patent applications, academic paper writing, and grant proposals.
Requirements
• PhD or soon-to-be PhD in Computer Vision, Deep Learning, Computer Science, Image Processing, Biomedical Engineering, or related fields.
• 3+ years of experience in image processing algorithm development, with a solid foundation in computer vision algorithms and extensive experience in deep learning algorithm development;
• Excellent programming skills (e.g., proficient in Python), experience in deep learning model optimization, and familiarity with AI model deployment;
• Experience with quantitative CT algorithms, orthopedic imaging algorithms, or related fields is preferred;
• Preference given to candidates who have published papers as first author in high-impact journals (medical or computer science fields) or high-impact conferences (computer science field).
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