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Uncovering the complexities of biological structures with network-based learning: An application in SARS-CoV-2

JOURNAL ARTICLE published May 2021 in Patterns

Authors: Faraz Faghri | Mike A. Nalls

Application of particle swarm optimization to understand the mechanism of action of allosteric inhibitors of the enzyme HSD17β13

JOURNAL ARTICLE published May 2023 in Patterns

Authors: Amy Ford | Frauke Breitgoff | Miriam Pasquini | Amanda MacKenzie | Stuart McElroy | Steve Baker | Patrizia Abrusci | Simon Varzandeh | Louise Bird | Angeline Gavard | David Damerell | Martin Redhead

Data science enables X-ray vision

JOURNAL ARTICLE published December 2022 in Patterns

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

Why We Need to Bust Some Myths about AI

JOURNAL ARTICLE published October 2020 in Patterns

Authors: Daniel Leufer

Uncovering Effective Explanations for Interactive Genomic Data Analysis

JOURNAL ARTICLE published September 2020 in Patterns

Authors: Silu Huang | Charles Blatti | Saurabh Sinha | Aditya Parameswaran

Systematizing Effective Practice, Embedding It in Standard Practice

JOURNAL ARTICLE published November 2020 in Patterns

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

Machine learning applications for therapeutic tasks with genomics data

JOURNAL ARTICLE published October 2021 in Patterns

Authors: Kexin Huang | Cao Xiao | Lucas M. Glass | Cathy W. Critchlow | Greg Gibson | Jimeng Sun

Topic classification of electric vehicle consumer experiences with transformer-based deep learning

JOURNAL ARTICLE published February 2021 in Patterns

Authors: Sooji Ha | Daniel J. Marchetto | Sameer Dharur | Omar I. Asensio

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

JOURNAL ARTICLE published June 2020 in Patterns

Authors: Nicholas Rougeux

Characterizing COVID-19 and Influenza Illnesses in the Real World via Person-Generated Health Data

JOURNAL ARTICLE published January 2021 in Patterns

Authors: Allison Shapiro | Nicole Marinsek | Ieuan Clay | Benjamin Bradshaw | Ernesto Ramirez | Jae Min | Andrew Trister | Yuedong Wang | Tim Althoff | Luca Foschini

Machine Learning Maps Research Needs in COVID-19 Literature

JOURNAL ARTICLE published December 2020 in Patterns

Research funded by NIH (T32HD040128,R21AG064479-01)

Authors: Anhvinh Doanvo | Xiaolu Qian | Divya Ramjee | Helen Piontkivska | Angel Desai | Maimuna Majumder

Phe2vec: Automated disease phenotyping based on unsupervised embeddings from electronic health records

JOURNAL ARTICLE published September 2021 in Patterns

Research funded by Alzheimer's Drug Discovery Foundation (U54 TR001433-05) | National Center for Advancing Translational Sciences (U54 TR001433-05) | National Institutes of Health (U54 TR001433-05) | Hutton Parker Foundation (U54 TR001433-05)

Authors: Jessica K. De Freitas | Kipp W. Johnson | Eddye Golden | Girish N. Nadkarni | Joel T. Dudley | Erwin P. Bottinger | Benjamin S. Glicksberg | Riccardo Miotto

Drone flight data reveal energy and greenhouse gas emissions savings for very small package delivery

JOURNAL ARTICLE published August 2022 in Patterns

Research funded by U.S. Department of Energy (DE-EE0008463)

Authors: Thiago A. Rodrigues | Jay Patrikar | Natalia L. Oliveira | H. Scott Matthews | Sebastian Scherer | Constantine Samaras

Worldwide AI ethics: A review of 200 guidelines and recommendations for AI governance

JOURNAL ARTICLE published October 2023 in Patterns

Authors: Nicholas Kluge Corrêa | Camila Galvão | James William Santos | Carolina Del Pino | Edson Pontes Pinto | Camila Barbosa | Diogo Massmann | Rodrigo Mambrini | Luiza Galvão | Edmund Terem | Nythamar de Oliveira

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

Using collective curation to pay data forward in the life cycle

JOURNAL ARTICLE published June 2021 in Patterns

Authors: Ixchel M. Faniel

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

Data justice and data solidarity

JOURNAL ARTICLE published March 2022 in Patterns

Authors: Matthias Braun | Patrik Hummel

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