Image registration is generally categorized into two groups, rigid and non-rigid registration. Establishing correspondences across brains for comparison and group analysis is almost universally done by registering images to one another directly or via a template. Image registration plays an essential role in image fusion, pattern recognition, and voxel-wise group analysis. Our study provides a new idea for comparing registration tools, where tool selection strategy mainly depends on the research task in which the selected tool can leverage its unique advantages. It retains most details in medical image analysis, which makes it useful in fine-grained analysis such as volume estimation. AFNI is a flexible and complex tool that is more suitable for professional researchers. It has complete functions and its function-based integrated toolbox can meet the requirements of different researchers. FSL is a mature and widely applicable toolkit for users, with a relatively stable success rate and good performance. It can preserve maximum contrast information, which will facilitate studies such as tumor diagnosis. According to the analysis results, SPM12 has a stable speed and success rate, and it always works as a guiding tool for newcomers to medical image analysis. Here, we compare the performance of three publicly available registration techniques in brain magnetic resonance imaging (MRI) analysis based on some key features widely used in previous MRI studies for classification and detection tasks. But the evaluation of image registration technology only at the accuracy level is not comprehensive. Many previous studies investigate registration accuracy by the “ground truth” dataset, marker-based similarity calculation, and expert check to find the best registration algorithms. Analyzing brain development is very important in public healthcare, and image registration is essential in medical brain image analysis. Brain development diseases, such as autism and Alzheimer's disease, affect a large part of the population. Cancellations after April 14, 2023, are non-refundable.Brain development and atrophy accompany people's life. Reception: open bar, appetizers, networking reception, and a peek at each project.Ĭancellations made by April 14, 2023, will be refunded less a $150.00 processing fee. All City Leader waiver requests will be reviewed.Īdd-on Workshop: Navigating Funding & Procurement Opportunities for State & Local Government - Monday, May 15, 1:00 pm - 5:00 pmįull workshop description can be found here If this fee is selected, attendee agrees to participate in the event 1-1 networking system and respond to meeting requests from attendees, innovators and TechConnect. Expo Only registration does not have access to the conference networking system.Ĭity Leader - No Registration Fee RequiredĬity Leaders are defined as a person working directly for a municipality. Tuesday, May 16, 2:00pm to 6:00pm CST and Wednesday, May 17, 2:00pm to 6:00pm CST. Provides access to the exposition floor only during open hours of the conference. A valid employee email is required at time of registration and an academic or government ID is required at time of onsite check-in. Contractors do not qualify for Government registration and must register at the Standard rate. Academic, Government, Non-Profit or Start-up Registrationįor fee purposes, Start-up is defined as a company under 3-years old and pre-revenue.
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