This listing was posted on The Resumator.
X-Ray Team Machine Learning/Computer Vision Scientist
Location:
Atlanta, GA
Description:
OXOS Medical, Inc. is a fast-growing medical technology startup revolutionizing radiology with its FDA-cleared, handheld, digital x-ray imaging system, the Micro C®. OXOS Medical puts the future of x-ray in the palm of your hand with unprecedented safety and speed. We enable anyone anywhere to access radiologic diagnostics at the point of care, expanding availability and changing how healthcare is delivered. OXOS Medical is constantly innovating, building on our best-in-class imaging device, and expanding into cloud-based imaging platforms, robotic guided imaging, intraoperative computed tomography, and telemedical solutions. OXOS Medical has raised $45M from prominent MedTech investors, venture capital firms, and renowned orthopedic surgeons.OXOS is searching for an X-Ray Team ML Scientist to join our high-growth company. You will join a dynamic team of passionate people who work daily to change how radiographic diagnostics are delivered. OXOS’ mission is to increase access and availability using the world’s first handheld Dynamic Digital Radiography Device, the Micro C. At OXOS, the X-Ray Engineering team ensures the diagnostic capabilities of the system through the deployment of state-of-the-art detector technologies and data processing algorithms. To ensure high diagnostic value at extremely low-dose, OXOS is developing cutting-edge deep learning denoising algorithms. Additionally, meticulously collected noisy-clean datasets must be collected to train and validate these approaches. Responsibilities The X-Ray Team ML Scientist will be responsible for creating protocols for and vetting of data collection processes, designing and verifying algorithms to grow real-world datasets, leading image quality analysis for emerging detector technologies, and developing systems to characterize and remove exotic noise profiles observed in x-rays.As part of our team, your core duties will be, but are not limited to: Defining targets for data collection required for denoising development and training. Reporting the noise characteristics observed in OXOS hardware with robust metrics. Developing data collection tools, designing test protocols, and carrying out collection of datasets. Building a report outlining the landscape of contemporary denoising algorithms. Developing and training a denoising network based on Noise2Noise and/or its derivatives. Validating denoising network with quantitative methods. Designing qualitative tests to validate preservation of fine details that are diagnostically relevant based on risk analysis for specific algorithms. Creating and carrying out testing regime for consistent, controlled comparison testing between various detector technologies from OXOS partner. Developing tools and scripts to drive detectors, documenting the electrical/software interface and usage guidelines used during testing. Interfacing with software and firmware teams to handoff capabilities and interfaces of detectors. Required Qualifications MS/BS in physics, engineering, computer science, or related field w/3+ yrs experience Experience working with Medical imaging systems Knowledge of X-Ray radiation sources and imaging techniques Experience with projection radiography image processing techniques Experience with data analysis and statistical techniques Preferred Qualifications MS/BS in physics, engineering, computer science, or related field w/3+ yrs experience Experience working with X-Ray imaging systems Strong working knowledge of low radiation X-Ray imaging techniques Strong hands on experience in medical imaging system design and verification Experience with X-Ray imaging system experimentation, design, and integration Experience designing IEC 60601 compliant medical equipment Experience with image reconstruction and signal processing Experience with high voltage (40+ kV) power supply design Experience with dual-energy X-Ray imaging systems design and image reconstruction techniques Benefits and Perks Health, Dental, and Vision Insurance 401(k) Competitive pay and equity in the company The opportunity to work with an innovative, early-stage company that is changing medical imaging as we know it Endless opportunities for growth and development OXOS Medical, Inc. 1230 Peachtree Street NESte 300Atlanta, GA 30309 Powered by JazzHR
Company:
Oxos Medical
Posted:
March 29 on The Resumator
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More About this Listing: X-Ray Team Machine Learning/Computer Vision Scientist
X-Ray Team Machine Learning/Computer Vision Scientist is a Science & Pharmaceutical Scientist Job at Oxos Medical located in Atlanta GA. Find other listings like X-Ray Team Machine Learning/Computer Vision Scientist by searching Oodle for Science & Pharmaceutical Scientist Jobs.
X-Ray Team Machine Learning/Computer Vision Scientist is a Science & Pharmaceutical Scientist Job at Oxos Medical located in Atlanta GA. Find other listings like X-Ray Team Machine Learning/Computer Vision Scientist by searching Oodle for Science & Pharmaceutical Scientist Jobs.