Search Results - [PACS] Data analysis: algorithms and implementation*

Row-Merged Polar Codes: Analysis, Design, and Decoder Implementation by Zunker, Andreas, Geiselhart, Marvin, Johannsen, Lucas, Kestel, Claus, ten Brink, Stephan, Vogt, Timo, Wehn, Norbert

“… Using novel weight enumeration algorithms with low computational complexity, we propose a design methodology for row-merged polar codes that directly considers their minimum distance properties…”
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Clinical implementation of artificial intelligence in neuroradiology with development of a novel workflow-efficient picture archiving and communication system-based automated brain tumor segmentation and radiomic feature extraction by Aboian, Mariam, Bousabarah, Khaled, Kazarian, Eve, Zeevi, Tal, Holler, Wolfgang, Merkaj, Sara, Cassinelli Petersen, Gabriel, Bahar, Ryan, Subramanian, Harry, Sunku, Pranay, Schrickel, Elizabeth, Bhawnani, Jitendra, Zawalich, Mathew, Mahajan, Amit, Malhotra, Ajay, Payabvash, Sam, Tocino, Irena, Lin, MingDe, Westerhoff, Malte

“… are significantly limited. In this work, we describe a novel platform within PACS for volumetric analysis of images and thus development of large expert annotated datasets in parallel with radiologist performing the reading…”
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Robust-PAC time-critical workflow offloading in edge-to-cloud continuum among heterogeneous resources by Liu, Hongyun, Xin, Ruyue, Chen, Peng, Gao, Hui, Grosso, Paola, Zhao, Zhiming

“… In this work, we propose a robust PAC (probably approximately…”
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Implementation of Automated Pipeline for Resting-State fMRI Analysis with PACS Integration by Li, Xiao T., Allen, Jason W., Hu, Ranliang

“… The explosion in volume and need for advanced imaging analysis have led to the creation of numerous software programs, which have begun to be incorporated into clinical practice for indications…”
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HLS Implementation of a Building Cube Stencil Computation Framework for an FPGA Accelerator by Furukawa, Daiki, Manabe, Taito, Shibata, Yuichiro, Ueno, Tomohiro, Sano, Kentaro

“… In practical simulations, data reduction methods, such as the building cube method (BCM), are often utilized to balance computation accuracy and speed…”
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Implementation of Machine Learning Software on the Radiology Worklist Decreases Scan View Delay for the Detection of Intracranial Hemorrhage on CT by Ginat, Daniel

“… The scan view delay time was calculated as the difference between the time the study was completed on PACS and the time the study was first opened by a radiologist…”
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Design and Implementation of Interdisciplinary STEM Instruction: Teaching Programming by Computational Physics by Lin, Yu-Tzu, Wang, Ming-Tsan, Wu, Cheng-Chih

“…This study designs and implements interdisciplinary STEM instruction by adopting modelling-based physics programming, and explores its effectiveness on…”
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Learning-to-Optimize with PAC-Bayesian Guarantees: Theoretical Considerations and Practical Implementation by Sucker, Michael, Fadili, Jalal, Ochs, Peter

“…We use the PAC-Bayesian theory for the setting of learning-to-optimize. To the best of our knowledge, we present the first framework to learn optimization algorithms with provable generalization guarantees (PAC-Bayesian bounds…”
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Artificial intelligence in chemical dosing for drinking water treatment: A systematic review of algorithmic applications, implementation frameworks, and future challenges by Yu, Wenqing, Zhou, Zhiwei, Yang, Yanling, Li, Xing, Lu, Zedong, Liu, Yuankun, Ren, Jiawei, Liu, Yongwang

“… Through systematic analysis of peer-reviewed studies spanning 2004–2024, this review examines intelligent algorithms across four functional categories…”
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Design and clinical implementation of a TG‐106 compliant linear accelerator data management system and MU calculator by Adnani, Nabil

“…In an attempt to minimize errors and improve patient outcome in radiation therapy, a linear accelerator data management system was developed to provide radiation oncology physicists with a set…”
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First clinical implementation of the Capri applicator by Gloi, Aime M.

“…This study was to assess the Capri applicator for patients with endometrial cancer undergoing high‐radiation dose treatments following external‐beam radiation…”
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MEC-A Near-Optimal Online Reinforcement Learning Algorithm for Continuous Deterministic Systems by Zhao, Dongbin, Zhu, Yuanheng

“…In this paper, the first probably approximately correct (PAC) algorithm for continuous deterministic systems without relying on any system dynamics is proposed…”
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Development and implementation of an EPID‐based method for localizing isocenter by Hyer, Daniel E., Mart, Christopher J., Nixon, Earl

“…The aim of this study was to develop a phantom and analysis software that could be used to quickly and accurately determine the location of radiation isocenter to an accuracy of less than 1 mm using the EPID…”
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Research and Implementation on Face Recognition Algorithm by Shi, Yan, Ning, Xiao Mei

“…This paper used the PCA based method to build a face recognition system. At first, PAC provided a linear transformation matrix between the high and low…”
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Customer Segmentation Using RFM Analysis: Realizing Through Python Implementation by Zamil, Ahmad M A, Vasista, T G

“…The purpose of this research paper is to segment the best contributed retail management customers of a super store and corresponding least contributed…”
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Integrating Al Algorithms into the Clinical Workflow by Juluru, Krishna, Shih, Hao-Hsin, Keshava Murthy, Krishna Nand, Elnajjar, Pierre, El-Rowmeim, Amin, Roth, Christopher, Genereaux, Brad, Fox, Josef, Siegel, Eliot, Rubin, Daniel L

“…Integration of artificial intelligence (AI) applications within clinical workflows is an important step for leveraging developed AI algorithms…”
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SU‐E‐I‐05: Implementation Analysis of a Mammographic Computer‐Aided Diagnostic (CAD) System by Alam, M. Sadegh Riyahi, Riyahi‐Alam, Nader

“… Net environment using Microsoft Access based Database(ODBC). Based on these requirements, evaluation, analysis and designing of the technical details…”
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Verification of Varian enhanced dynamic wedge implementation in MasterPlan treatment planning system by Pasquino, Massimo, Borca, Valeria Casanova, Tofani, Santi, Ozzello, F.

“…This paper investigates the accuracy of the two available calculation algorithms of the Oncentra MasterPlan three…”
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A new implementation and detailed study of breakpoint analysis by Moret, B M, Wyman, S, Bader, D A, Warnow, T, Yan, M

“…Phylogenies derived from gene order data may prove crucial in answering some fundamental open questions in biomolecular evolution…”
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Which regression method to use? Making informed decisions in “data-rich/knowledge poor” scenarios – The Predictive Analytics Comparison framework (PAC) by Rendall, Ricardo, Reis, Marco S.

“…In the big data and Manufacturing 4.0 era, there is a growing interest in using advanced analytical platforms to develop predictive modeling approaches that take advantage of the wealthy of data available…”
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