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Computational pipelines

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

Kuura—An automated workflow for analyzing WES and WGS data

Dhanaprakash Jambulingam, Venkat Subramaniam Rathinakannan, [ ... ], Vidal Fey

A hybrid Cycle GAN-based lightweight road perception pipeline for road dataset generation for Urban mobility

Balaji Ganesh Rajagopal, Manish Kumar, [ ... ], Abdelhalim Azam

Implementation and empirical evaluation of a quantum machine learning pipeline for local classification

Enrico Zardini, Enrico Blanzieri, Davide Pastorello

From multimodal features to behavioural inferences: A pipeline to model engagement in human-robot interactions

Soham Joshi, Arpitha Malavalli, Shrisha Rao

Towards accelerating model parallelism in distributed deep learning systems

Hyeonseong Choi, Byung Hyun Lee, Se Young Chun, Jaehwan Lee

Evaluation of an optimized germline exomes pipeline using BWA-MEM2 and Dragen-GATK tools

Nofe Alganmi, Heba Abusamra

Modular pipeline for reconstruction and localization of implanted intracranial ECoG and sEEG electrodes

Daniel J. Soper, Dustine Reich, [ ... ], Angelique C. Paulk

Evaluation of data processing pipelines on real-world electronic health records data for the purpose of measuring patient similarity

Maria Pikoula, Constantinos Kallis, [ ... ], Spiros Denaxas

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