Patch-Based Deep-Learning Model With Limited Training Dataset for Liver Tumor Segmentation in Contrast-Enhanced Hepatic Computed Tomography by Yuqiao Yang, Muneyuki Sato, Ze Jin, Kenji Suzuki

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Instrumental variable estimation for compositional treatments by Elisabeth Ailer, Christian L. Müller, Niki Kilbertus

“…We posit that our analysis provides a useful framework and guidance for valid and informative cause-effect estimation in the context of compositional data.…”
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A Survey on Data Selection for Efficient Speech Processing by Abdul Hameed Azeemi, Ihsan Ayyub Qazi, Agha Ali Raza

“…Our analysis reveals that targeted data selection not only alleviates computational burdens but often enhances model robustness and performance by strategically filtering redundant, noisy, or detrimental training examples. …”
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Exchange of Quantitative Computed Tomography Assessed Body Composition Data Using Fast Healthcare Interoperability Resources as a Necessary Step Toward Interoperable Integration of... by Yutong Wen, Vin Yeang Choo, Jan Horst Eil, Sylvia Thun, Daniel Pinto dos Santos, Johannes Kast, Stefan Sigle, Hans-Ulrich Prokosch, Diana Lizzhaid Ovelgönne, Katarzyna Borys, Judith Kohnke, Kamyar Arzideh, Philipp Winnekens, Giulia Baldini, Cynthia Sabrina Schmidt, Johannes Haubold, Felix Nensa, Obioma Pelka, René Hosch

“… BackgroundFast Healthcare Interoperability Resources (FHIR) is a widely used standard for storing and exchanging health care data. At the same time, image-based artificial intelligence (AI) models for quantifying relevant body structures and organs from routine computed tomography (CT)/magnetic resonance imaging scans have emerged. …”
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Optimized Hybrid Central Processing Unit–Graphics Processing Unit Workflow for Accelerating Advanced Encryption Standard Encryption: Performance Evaluation and Computational Modeli... by Min Kyu Yang, Jae-Seung Jeong

“…The objective is to highlight GPU acceleration benefits and propose an optimized hybrid CPU–GPU workflow for large-scale data security. Methods include benchmarking encryption performance with provided data, mathematical models, and computational analysis. …”
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A Search for Exoplanet Candidates in TESS 2 minute Light Curves Using Joint Bayesian Detection by Jamila S. Taaki, Athol J. Kemball, Farzad Kamalabadi

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Data envelopment analysis with imprecise data: Fuzzy and interval modeling approaches by Hassan Mishmast Nehi, Faranak Hosseinzadeh Saljooghi, Amir Rahimi, Laxmi Rathour, Lakshmi Narayan Mishra, Vishnu Narayan Mishra

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Chemical, isotopic and gas composition of the first-year sea ice in 2013-2015 from the data of cores taken at the BARNEO drifting stations by A. I. Kizyakov, I. D. Streletskaya, A. V. Savenko, I. A. Kraynyukova, I. V. Tokarev

“…This may be used for paleogeographic reconstructions in the Arctic using the analysis of the composition of massive vein ice.…”
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Revolutionizing Sperm Analysis with AI: A Review of Computer-Aided Sperm Analysis Systems by Francisco J. Baldán, Diego García-Gil, Carlos Fernandez-Basso

“…This review focuses on integrating AI with Computer-Aided Sperm Analysis (CASA) systems to improve assessments of sperm motility, morphology, and DNA integrity. …”
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The Diagnostic Classification of the Pathological Image Using Computer Vision by Yasunari Matsuzaka, Ryu Yashiro

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Computational linguistics and sentiment analysis of misconceptions in pharmacotherapy of osteoarthritis pain by I. Yu. Torshin, A. N. Gromov, O. A. Gromova

“…Expert analysis was performed along with computational linguistics methods (sentiment analysis, i.e. analysis of text-related emotional modality). …”
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Data analysis in complex biomolecular systems by M. M. Yatskou, V. V. Apanasovich

“…The priority task is the development of promising computational tools for the analysis and interpretation of biophysical information using the methods of big data and computer models. …”
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GPT Models Can Perform Thematic Analysis in Public Health Studies, Akin to Qualitative Researchers by Yuyi Yang, Charles Alba, Chenyu Wang, Xi Wang, Jami Anderson, Ruopeng An

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Stub Signature-Based Efficient Public Data Auditing System Using Dynamic Procedures in Cloud Computing by Paromita Goswami, Neetu Faujdar, Ghanshyam Singh, Kanta Prasad Sharma, Ajoy Kumar Khan, Somen Debnath

“…To address these issues, we suggest proposing a partial signature-based data auditing system so that both privacy and accuracy can be fortified while reducing the computational cost associated with auditing processes significantly. …”
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Unveiling polyphenol-protein interactions: a comprehensive computational analysis by Samo Lešnik, Marko Jukić, Urban Bren

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Computational problems of analysis of short next generation sequencing reads by R. te Boekhorst, F. M. Naumenko, N. G. Orlova, E. R. Galieva, A. M. Spitsina, I. V. Chadaeva, Y. L. Orlov, I. I. Abnizova

“…The contiguous sequences are in turn assembled into genomes for further analysis. Computational sequencing problems are those arising from numerical processing of sequenced samples. …”
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Cloud Computing Technology Algorithms Capabilities in Managing and Processing Big Data in Business Organizations: MapReduce, Hadoop, Parallel Programming by Munsif Sokiyna, Musbah J. Aqel, Omar A. Naqshbandi

“…Finally, the relationship between cloud computing with big data was also explained (extraction, storage, analysis).…”
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Harmonic Analysis of Currents and Voltages Obtained in the Result of Computational Experiment by I. V. Novash, A. A. Mazurenko, A. V. Kutsylo

“…The paper considers a methodology for execution of a harmonic analysis of current and voltage numerical values obtained in the result of a computational experiment and saved in an external data file. …”
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Computational analysis and experimental validation of gene predictions in Toxoplasma gondii. by Joseph M Dybas, Carlos J Madrid-Aliste, Fa-Yun Che, Edward Nieves, Dmitry Rykunov, Ruth Hogue Angeletti, Louis M Weiss, Kami Kim, Andras Fiser

“…The proteomics survey identified 609 proteins that are unique to Toxoplasma as compared to any known species including other Apicomplexan. Computational analysis identified 787 cases of possible gene duplication events and located at least 6,089 gene coding regions. …”
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Compositional associations of 24-h physical activities, sedentary time and sleep with depressive symptoms in urban and rural residents: a cross-sectional study by Marjo Seppänen, Tiina Lankila, Maisa Niemelä, Nina Rautio, Maija Korpisaari, Markku Timonen, Raija Korpelainen, Vahid Farrahi

Subjects: “…Compositional data analysis…”
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