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Efficient model selection for predictive pattern mining model by safe pattern pruning

JOURNAL ARTICLE published December 2023 in Patterns

Authors: Takumi Yoshida | Hiroyuki Hanada | Kazuya Nakagawa | Kouichi Taji | Koji Tsuda | Ichiro Takeuchi

https://doi.org/10.1016/j.patter.2023.100890 Actions

Data justice and data solidarity

JOURNAL ARTICLE published March 2022 in Patterns

Authors: Matthias Braun | Patrik Hummel

https://doi.org/10.1016/j.patter.2021.100427 Actions

Data-driven assessment of dimension reduction quality for single-cell omics data

JOURNAL ARTICLE published March 2022 in Patterns

Authors: Xiaoru Dong | Rhonda Bacher

https://doi.org/10.1016/j.patter.2022.100465 Actions

Data science enables X-ray vision

JOURNAL ARTICLE published December 2022 in Patterns

Authors: David A. Santos | Binbin Lin | Justin L. Andrews

https://doi.org/10.1016/j.patter.2022.100660 Actions

DeepND: Deep multitask learning of gene risk for comorbid neurodevelopmental disorders

JOURNAL ARTICLE published July 2022 in Patterns

Authors: Ilayda Beyreli | Oguzhan Karakahya | A. Ercument Cicek

https://doi.org/10.1016/j.patter.2022.100524 Actions

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

https://doi.org/10.1016/j.patter.2021.100292 Actions

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

https://doi.org/10.1016/j.patter.2022.100520 Actions

Cellular State Transformations Using Deep Learning for Precision Medicine Applications

JOURNAL ARTICLE published September 2020 in Patterns

Authors: Colin Targonski | M. Reed Bender | Benjamin T. Shealy | Benafsh Husain | Bill Paseman | Melissa C. Smith | F. Alex Feltus

https://doi.org/10.1016/j.patter.2020.100087 Actions

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

https://doi.org/10.1016/j.patter.2020.100085 Actions

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

https://doi.org/10.1016/j.patter.2023.100892 Actions

Biology-inspired graph neural network encodes reactome and reveals biochemical reactions of disease

JOURNAL ARTICLE published July 2023 in Patterns

Research funded by U.S. National Library of Medicine (T15LM007088-29) | National Science Foundation (1920304) | National Institutes of Health (P20GM139753,U54GM138062,P20GM103466,P30GM114737,U54MD007601,P30CA071789,U41HG003751)

Authors: Joshua G. Burkhart | Guanming Wu | Xubo Song | Francesco Raimondi | Shannon McWeeney | Melissa H. Wong | Youping Deng

https://doi.org/10.1016/j.patter.2023.100758 Actions

Off the Staff: An Experiment in Visualizing Notes from Music Scores

JOURNAL ARTICLE published June 2020 in Patterns

Authors: Nicholas Rougeux

https://doi.org/10.1016/j.patter.2020.100055 Actions

The Discomfort of Death Counts: Mourning through the Distorted Lens of Reported COVID-19 Death Data

JOURNAL ARTICLE published July 2020 in Patterns

Authors: Inioluwa Deborah Raji

https://doi.org/10.1016/j.patter.2020.100066 Actions

Walking on the thin intersectional lines of disciplines

JOURNAL ARTICLE published January 2022 in Patterns

Authors: Elishai Ezra Tsur | Travis DeWolf | Lazar Supic

https://doi.org/10.1016/j.patter.2021.100413 Actions

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

https://doi.org/10.1016/j.patter.2021.100236 Actions

Human Data Science

JOURNAL ARTICLE published July 2020 in Patterns

Research funded by Dutch Research Council (Vidi.195.152)

Authors: DL Oberski

https://doi.org/10.1016/j.patter.2020.100069 Actions

GeoSPM: Geostatistical parametric mapping for medicine

JOURNAL ARTICLE published December 2022 in Patterns

Research funded by Wellcome Trust (213038) | National Institute for Health and Care Research (NF-SI-0512-10033)

Authors: Holger Engleitner | Ashwani Jha | Marta Suarez Pinilla | Amy Nelson | Daniel Herron | Geraint Rees | Karl Friston | Martin Rossor | Parashkev Nachev

https://doi.org/10.1016/j.patter.2022.100656 Actions

Using collective curation to pay data forward in the life cycle

JOURNAL ARTICLE published June 2021 in Patterns

Authors: Ixchel M. Faniel

https://doi.org/10.1016/j.patter.2021.100282 Actions

Forecasting coal power plant retirement ages and lock-in with random forest regression

JOURNAL ARTICLE published July 2023 in Patterns

Authors: Achmed Edianto | Gregory Trencher | Niccolò Manych | Kazuyo Matsubae

https://doi.org/10.1016/j.patter.2023.100776 Actions

Toward human-level concept learning: Pattern benchmarking for AI algorithms

JOURNAL ARTICLE published August 2023 in Patterns

Research funded by Austrian Science Fund (P-32554) | Horizon 2020 (101057062,826078)

Authors: Andreas Holzinger | Anna Saranti | Alessa Angerschmid | Bettina Finzel | Ute Schmid | Heimo Mueller

https://doi.org/10.1016/j.patter.2023.100788 Actions
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