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FPGA-accelerated machine learning inference as a service for particle physics computing

Publikováno v: Comput Softw Big Sci (2019) 3: 13

New heterogeneous computing paradigms on dedicated hardware with increased parallelization, such as Field Programmable Gate Arrays (FPGAs), offer exciting solutions with large potential gains. The growing applications of machine learning algorithms i

Externí odkaz: http://arxiv.org/abs/1904.08986

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Effect of finite sample size on feature selection and classification: A simulation study

Autor: Way, Ted W., Sahiner, Berkman, Hadjiiski, Lubomir M., Chan, Heang-Ping

The small number of samples available for training and testing is often the limiting factor in finding the most effective features and designing an optimal computer-aided diagnosis (CAD) system. Training on a limited set of samples introduces bias an

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid________::54d2e472d5fca956bfe7d8824c8edc98
https://europepmc.org/articles/PMC2826389/

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Quantitative CT of lung nodules: Dependence of calibration on patient body size, anatomic region, and calibration nodule size for single- and dual-energy techniques

Autor: Goodsitt, Mitchell M., Chan, Heang-Ping, Way, Ted W., Schipper, Mathew J., Larson, Sandra C., Christodoulou, Emmanuel G.

Calcium concentration may be a useful feature for distinguishing benign from malignant lung nodules in computer-aided diagnosis. The calcium concentration can be estimated from the measured CT number of the nodule and a CT number vs calcium concentra

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid________::8f1d2a4a4d7748dbad4781797389fe18
https://europepmc.org/articles/PMC2832040/

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Computer-aided diagnosis of pulmonary nodules on CT scans: Improvement of classification performance with nodule surface features

Autor: Way, Ted W., Sahiner, Berkman, Chan, Heang-Ping, Hadjiiski, Lubomir, Cascade, Philip N., Chughtai, Aamer, Bogot, Naama, Kazerooni, Ella

The purpose of this work is to develop a computer-aided diagnosis (CAD) system to differentiate malignant and benign lung nodules on CT scans. A fully automated system was designed to segment the nodule from its surrounding structured background in a

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid________::eb8cb0b60484b3f36e65810e14785080
https://europepmc.org/articles/PMC2832039/

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Conference

Computer-aided diagnosis for interval change analysis of lung nodule features in serial CT examinations.

Autor: Hadjiiski, Lubomir M., Way, Ted W., Sahiner, Berkman, Chan, Heang-Ping, Cascade, Philip, Bogot, Naama, Kazerooni, Ella A., Zhou, Chuan

Publikováno v: Proceedings of SPIE; Nov2007, Issue 1, p651411-651411-7, 7p

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Elektronická kniha

Orlando Gibbons and the Gibbons Family of Musicians

Autor: John Harley

First published in 1999, this volume is the first full-length study to deal with the life and music of Orlando Gibbons since E.H. Fellowes's short book, originally published in 1923. John Harley investigates in detail the family and musical backgroun

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