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Integrating supercomputing and artificial intelligence for life science

JOURNAL ARTICLE published December 2022 in Patterns

Authors: Jiahua Rao | Shuangjia Zheng | Yuedong Yang

Cell-Type-Specific Proteogenomic Signal Diffusion for Integrating Multi-Omics Data Predicts Novel Schizophrenia Risk Genes

JOURNAL ARTICLE published September 2020 in Patterns

Research funded by NIH (MH108728,MH106575,MH116281)

Authors: Abolfazl Doostparast Torshizi | Jubao Duan | Kai Wang

RaFAH: Host prediction for viruses of Bacteria and Archaea based on protein content

JOURNAL ARTICLE published July 2021 in Patterns

Research funded by Narodowe Centrum Nauki (2018/31/D/NZ2/00108) | Narodowe Centrum Badań i Rozwoju (LIDER/5/0023/L-10/18/NCBR/2019) | Gobierno de España Ministerio de Ciencia e Innovación (CGL2016-76273-P) | Generalitat Valenciana (APOSTD/2018/186) | European Research Council (865694) | Generalitat Valenciana Conselleria d' Educacio Investigacio Cultura i Esport (PROMETEU/2019/009) | National Institutes of Health (RC2 DK116713-01A1)

Authors: Felipe Hernandes Coutinho | Asier Zaragoza-Solas | Mario López-Pérez | Jakub Barylski | Andrzej Zielezinski | Bas E. Dutilh | Robert Edwards | Francisco Rodriguez-Valera

What’s in a Name? How We Named Patterns

JOURNAL ARTICLE published June 2020 in Patterns

Authors: Sarah Callaghan

Interactive analysis of single-cell data using flexible workflows with SCTK2

JOURNAL ARTICLE published August 2023 in Patterns

Research funded by National Cancer Institute (1U01 CA220413-01,5R01GM127430) | U.S. National Library of Medicine (R01LM013154-01)

Authors: Yichen Wang | Irzam Sarfraz | Nida Pervaiz | Rui Hong | Yusuke Koga | Vidya Akavoor | Xinyun Cao | Salam Alabdullatif | Syed Ali Zaib | Zhe Wang | Frederick Jansen | Masanao Yajima | W. Evan Johnson | Joshua D. Campbell

MetaGate: Interactive analysis of high-dimensional cytometry data with metadata integration

JOURNAL ARTICLE published May 2024 in Patterns

Authors: Eivind Heggernes Ask | Astrid Tschan-Plessl | Hanna Julie Hoel | Arne Kolstad | Harald Holte | Karl-Johan Malmberg

dtoolAI: Reproducibility for Deep Learning

JOURNAL ARTICLE published August 2020 in Patterns

Authors: Matthew Hartley | Tjelvar S.G. Olsson

Creating ethics guidelines for artificial intelligence and big data analytics customers: The case of the consumer European insurance market

JOURNAL ARTICLE published October 2021 in Patterns

Authors: Martin Mullins | Christopher P. Holland | Martin Cunneen

A harmonized and spatially explicit dataset from 16 million payments from the European Union's Common Agricultural Policy for 2015

JOURNAL ARTICLE published April 2021 in Patterns

Authors: Kimberly A. Nicholas | Frida Villemoes | Edmund Aristid Lehsten | Mark V. Brady | Murray W. Scown

Transitive Sequencing Medical Records for Mining Predictive and Interpretable Temporal Representations

JOURNAL ARTICLE published July 2020 in Patterns

Research funded by National Human Genome Research Institute (R01-HG009174)

Authors: Hossein Estiri | Zachary H. Strasser | Jeffery G. Klann | Thomas H. McCoy | Kavishwar B. Wagholikar | Sebastien Vasey | Victor M. Castro | MaryKate E. Murphy | Shawn N. Murphy

Identification of Intrinsic Drug Resistance and Its Biomarkers in High-Throughput Pharmacogenomic and CRISPR Screens

JOURNAL ARTICLE published August 2020 in Patterns

Authors: Iñigo Ayestaran | Ana Galhoz | Elmar Spiegel | Ben Sidders | Jonathan R. Dry | Frank Dondelinger | Andreas Bender | Ultan McDermott | Francesco Iorio | Michael P. Menden

Three Strategies to Overcome Data-Sharing Challenges to Improve the Social Determinants of Health

JOURNAL ARTICLE published August 2020 in Patterns

Authors: Daniel Wu | Nestor Davidson | Kara Walker | Bill Yock | Abhas Jha

Accurate prediction of B-form/A-form DNA conformation propensity from primary sequence: A machine learning and free energy handshake

JOURNAL ARTICLE published September 2021 in Patterns

Authors: Abhijit Gupta | Mandar Kulkarni | Arnab Mukherjee

Brain-inspired bodily self-perception model for robot rubber hand illusion

JOURNAL ARTICLE published December 2023 in Patterns

Authors: Yuxuan Zhao | Enmeng Lu | Yi Zeng

Super-compression of large electron microscopy time series by deep compressive sensing learning

JOURNAL ARTICLE published July 2021 in Patterns

Research funded by U.S. Department of Energy (DE-SC0021204)

Authors: Siming Zheng | Chunyang Wang | Xin Yuan | Huolin L. Xin

Are we ready for a new paradigm shift? A survey on visual deep MLP

JOURNAL ARTICLE published July 2022 in Patterns

Authors: Ruiyang Liu | Yinghui Li | Linmi Tao | Dun Liang | Hai-Tao Zheng

Exploring energy grid resilience: The impact of data, prosumer awareness, and action

JOURNAL ARTICLE published June 2021 in Patterns

Authors: Rolf Egert | Jörg Daubert | Stephen Marsh | Max Mühlhäuser

Doing it right: Caring for and protecting patient information for US organ donors and transplant recipients

JOURNAL ARTICLE published April 2023 in Patterns

Authors: Eric D. Perakslis | Stuart J. Knechtle | Brian McCourt | Raymond Lynch | Brianna L. Doby

Will drones revolutionize home delivery? Let’s get real…

JOURNAL ARTICLE published August 2022 in Patterns

Authors: James F. Campbell

Mortality prediction with adaptive feature importance recalibration for peritoneal dialysis patients

JOURNAL ARTICLE published December 2023 in Patterns

Authors: Liantao Ma | Chaohe Zhang | Junyi Gao | Xianfeng Jiao | Zhihao Yu | Yinghao Zhu | Tianlong Wang | Xinyu Ma | Yasha Wang | Wen Tang | Xinju Zhao | Wenjie Ruan | Tao Wang