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Computational pipelines

onEEGwaveLAD: A fully automated online EEG wavelet-based learning adaptive denoiser for artefacts identification and mitigation

Luca Longo, Richard B. Reilly

published 28 Jan 2025

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pyAKI—An open source solution to automated acute kidney injury classification

Christian Porschen, Jan Ernsting, Paul Brauckmann, Raphael Weiss, Till Würdemann, Hendrik Booke, Wida Amini, Ludwig Maidowski, Benjamin Risse, Tim Hahn, Thilo von Groote

published 03 Jan 2025

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Machine learning-based pipeline for automated intracerebral hemorrhage and drain detection, quantification, and classification in non-enhanced CT images (NeuroDrAIn)

Samer Elsheikh, Ahmed Elbaz, Alexander Rau, Theo Demerath, Elias Kellner, Ralf Watzlawick, Urs Würtemberger, Horst Urbach, Marco Reisert

published 26 Dec 2024

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Detection method of small size defects on pipeline weld surface based on improved YOLOv7

Xiangqian Xu, Wenting Hou, Xing Li

published 12 Dec 2024

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Care home resident identification: A comparison of address matching methods with Natural Language Processing

Víctor Suárez-Paniagua, Arlene Casey, Charis A. Marwick, Jennifer K. Burton, Helen Callaby, Isobel Guthrie, Bruce Guthrie, Beatrice Alex

published 05 Dec 2024

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Deep learning-enhanced automated mitochondrial segmentation in FIB-SEM images using an entropy-weighted ensemble approach

Yubraj Gupta, Rainer Heintzmann, Carlos Costa, Rui Jesus, Eduardo Pinho

published 26 Nov 2024

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Data science and automation in the process of theorizing: Machine learning’s power of induction in the co-duction cycle

Daan Kolkman, Gwendolyn K. Lee, Arjen van Witteloostuijn

published 04 Nov 2024

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Domain affiliated distilled knowledge transfer for improved convergence of Ph-negative MPN identifier

Md Tanzim Reza, Md. Golam Rabiul Alam, Rafeed Rahman, Shakib Mahmud Dipto

published 27 Sep 2024

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An architecture for COVID-19 analysis and detection using big data, AI, and data architectures

Ahmed Mohammed Alghamdi, Waleed A. Al Shehri, Jameel Almalki, Najlaa Jannah, Faisal S. Alsubaei

published 01 Aug 2024

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uafR: An R package that automates mass spectrometry data processing

Chase A. Stratton, Yvonne Thompson, Konilo Zio, William R. Morrison III, Ebony G. Murrell

published 05 Jul 2024

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Machine learning with taxonomic family delimitation aids in the classification of ephemeral beaked whale events in passive acoustic monitoring

Alba Solsona-Berga, Annamaria I. DeAngelis, Danielle M. Cholewiak, Jennifer S. Trickey, Liam Mueller-Brennan, Kaitlin E. Frasier, Sofie M. Van Parijs, Simone Baumann-Pickering

published 04 Jun 2024

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Accelerating electrostatic particle-in-cell simulation: A novel FPGA-based approach for efficient plasma investigations

Abedalmuhdi Almomany, Muhammed Sutcu, Babul Salam K. S. M. Kader Ibrahim

published 03 Jun 2024

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Exploring memory synchronization and performance considerations for FPGA platform using the high-abstracted OpenCL framework: Benchmarks development and analysis

Abedalmuhdi Almomany, Amin Jarrah, Muhammed Sutcu

published 13 May 2024

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