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Computational pipelines

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

Extracting relevant predictive variables for COVID-19 severity prognosis: An exhaustive comparison of feature selection techniques

Miren Hayet-Otero, Fernando García-García, [ ... ], with the COVID-19 & Air Pollution Working Group

Inflated expectations: Rare-variant association analysis using public controls

Jung Kim, Danielle M. Karyadi, [ ... ], Douglas R. Stewart

Nanopore sequencing data analysis using Microsoft Azure cloud computing service

Linh Truong, Felipe Ayora, [ ... ], Dianne De Santis

NGSpop: A desktop software that supports population studies by identifying sequence variations from next-generation sequencing data

Dong-Jun Lee, Taesoo Kwon, [ ... ], Tae-Ho Lee

MetaWorks: A flexible, scalable bioinformatic pipeline for high-throughput multi-marker biodiversity assessments

Teresita M. Porter, Mehrdad Hajibabaei

CVR-MRICloud: An online processing tool for CO2-inhalation and resting-state cerebrovascular reactivity (CVR) MRI data

Peiying Liu, Zachary Baker, [ ... ], Hanzhang Lu

Study on connectivity of buried pipeline network considering nodes reliability under seismic action

Delong Huang, Zhongling Zong, Aiping Tang

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