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Computational pipelines

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

Yubraj Gupta, Rainer Heintzmann, [ ... ], Eduardo Pinho

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

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

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

Ahmed Mohammed Alghamdi, Waleed A. Al Shehri, [ ... ], Faisal S. Alsubaei

uafR: An R package that automates mass spectrometry data processing

Chase A. Stratton, Yvonne Thompson, [ ... ], Ebony G. Murrell

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, [ ... ], Simone Baumann-Pickering

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

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

Study on design optimization of GFRP tubular column composite structure based on machine learning method

Peiyao Shu, Chengqi Xue, Gengpei Zhang, Tianyi Deng

Bioinformatics pipeline for the systematic mining genomic and proteomic variation linked to rare diseases: The example of monogenic diabetes

Ksenia G. Kuznetsova, Jakub Vašíček, [ ... ], Marc Vaudel

MicroBundleCompute: Automated segmentation, tracking, and analysis of subdomain deformation in cardiac microbundles

Hiba Kobeissi, Javiera Jilberto, [ ... ], Emma Lejeune

BetaBuddy: An automated end-to-end computer vision pipeline for analysis of calcium fluorescence dynamics in β-cells

Anne M. Alsup, Kelli Fowlds, Michael Cho, Jacob M. Luber

Assessment of differentially private synthetic data for utility and fairness in end-to-end machine learning pipelines for tabular data

Mayana Pereira, Meghana Kshirsagar, [ ... ], Rafael de Sousa

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