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Computational pipelines

Numerical research on the lateral global buckling characteristics of a high temperature and pressure pipeline with two initial imperfections

Wenbin Liu, Aimin Liu

A detailed comparison of analysis processes for MCC-IMS data in disease classification—Automated methods can replace manual peak annotations

Salome Horsch, Dominik Kopczynski, [ ... ], Jörg Rahnenführer

Towards accelerating model parallelism in distributed deep learning systems

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

RAPIDSNPs: A new computational pipeline for rapidly identifying key genetic variants reveals previously unidentified SNPs that are significantly associated with individual platelet responses

Bajuna Rashid Salehe, Chris Ian Jones, Giuseppe Di Fatta, Liam James McGuffin

A functional pipeline framework for landmark identification on 3D surface extracted from volumetric data

Pan Zheng, Bahari Belaton, Iman Yi Liao, Zainul Ahmad Rajion

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

Task-driven assessment of experimental designs in diffusion MRI: A computational framework

Sean C. Epstein, Timothy J. P. Bray, Margaret A. Hall-Craggs, Hui Zhang

SparkGA2: Production-quality memory-efficient Apache Spark based genome analysis framework

Hamid Mushtaq, Nauman Ahmed, Zaid Al-Ars

Interactive machine learning for fast and robust cell profiling

Lisa Laux, Marie F. A. Cutiongco, Nikolaj Gadegaard, Bjørn Sand Jensen

Automated data extraction from historical city directories: The rise and fall of mid-century gas stations in Providence, RI

Samuel Bell, Thomas Marlow, [ ... ], Scott Frickel

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

Inflated expectations: Rare-variant association analysis using public controls

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

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

Soham Joshi, Arpitha Malavalli, Shrisha Rao

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