U-Net Cost Analysis Using Roofline Model

cost benefits of rehabilitation after acute coronary syndrome in iran; using an epidemiological model

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FPGA design space exploration for scientific HPC applications using a fast and accurate cost model based on roofline analysis

High-performance computing on heterogeneous platforms in general and those with FPGAs in particular presents a significant programming challenge. We contend that compiler technology has to evolve to automatically optimize applications by transforming a given original program. We are developing a novel methodology based on type transformations on a functional description of a given scientific ke...

Automatic segmentation of glioma tumors from BraTS 2018 challenge dataset using a 2D U-Net network

Background: Glioma is the most common primary brain tumor, and early detection of tumors is important in the treatment planning for the patient. The precise segmentation of the tumor and intratumoral areas on the MRI by a radiologist is the first step in the diagnosis, which, in addition to the consuming time, can also receive different diagnoses from different physicians. The aim of this study...

Net-cost model for workplace interventions.

PROBLEM Few methods exist for comprehensively examining the costs and benefits of ergonomic interventions applicable to a variety of economic sectors and settings. METHODS An instrument for data collection and data analysis at the facility level is presented. In this net-cost model intervention costs are defined by equipment and labor costs for the interventions as well as the avoided costs o...

Reachability Analysis Using Net Unfoldings