Hunga volcano eruption provides an explosion of data

Journal Reference: Robin S. Matoza, David Fee, Jelle D. Assink, Alexandra M. Iezzi, David N. Green, Keehoon Kim, Liam Toney, Thomas Lecocq, Siddharth Krishnamoorthy, Jean-Marie Lalande, Kiwamu Nishida, Kent L. Gee, Matthew M. Haney, Hugo D. Ortiz, Quentin Brissaud, Léo Martire, Lucie Rolland, Panagiotis Vergados, Alexandra Nippress, Junghyun Park, Shahar Shani-Kadmiel, Alex Witsil, Stephen Arrowsmith, … Read more

Using AI to analyze large amounts of biological data

Journal Reference: Jingxuan Zhu, Juexin Wang, Weiwei Han, Dong Xu. Neural relational inference to learn long-range allosteric interactions in proteins from molecular dynamics simulations. Nature Communications, 2022; 13 (1) DOI: 10.1038/s41467-022-29331-3 The type of AI, called a graph neural network, can help scientists with speeding up the time it takes to sift through large amounts … Read more

Computational approach enables spatial mapping of single-cell data within tissues

Journal Reference: Runmin Wei, Siyuan He, Shanshan Bai, Emi Sei, Min Hu, Alastair Thompson, Ken Chen, Savitri Krishnamurthy, Nicholas E. Navin. Spatial charting of single-cell transcriptomes in tissues. Nature Biotechnology, 2022; DOI: 10.1038/s41587-022-01233-1 The study was published today in Nature Biotechnology and will be presented at the upcoming American Association for Cancer Research (AACR) Annual … Read more

Nuclear reactor power levels can be monitored using seismic and acoustic data

Journal Reference: Chengping Chai, Camila Ramirez, Monica Maceira, Omar Marcillo. Monitoring Operational States of a Nuclear Reactor Using Seismoacoustic Signatures and Machine Learning. Seismological Research Letters, 2022; DOI: 10.1785/0220210294 By applying several machine learning models to the data, researchers at Oak Ridge National Laboratory could also predict when the reactor was transitioning between on and … Read more

Microwave data assimilation improves forecasts of hurricane depth, rainfall

Journal Reference: Yunji Zhang, Scott B. Sieron, Yinghui Lu, Xingchao Chen, Robert G. Nystrom, Masashi Minamide, Man‐Yau Chan, Christopher M. Hartman, Zhu Yao, James H. Ruppert, Atsushi Okazaki, Steven J. Greybush, Eugene E. Clothiaux, Fuqing Zhang. Ensemble‐Based Assimilation of Satellite All‐Sky Microwave Radiances Improves Intensity and Rainfall Predictions for Hurricane Harvey (2017). Geophysical Research Letters, … Read more

COVID forecasting method using hospital and cellphone data proves it can reliably guide US cities through pandemic threats

COVID forecasting method using hospital and cellphone data proves it can reliably guide US cities through pandemic threats – NovLink Home Mash T COVID forecasting method using hospital and cellphone data proves it can reliably guide US cities through pandemic threats We would like to give thanks to the author of this write-up for this … Read more

Data available for training AI to spot skin cancer are insufficient and lacking in pictures of darker skin

Data available for training AI to spot skin cancer are insufficient and lacking in pictures of darker skin – NovLink Home Mash R Data available for training AI to spot skin cancer are insufficient and lacking in pictures of darker skin We would love to thank the author of this post for this amazing web … Read more

January 2020 Puerto Rico earthquake provides valuable data for ground failure models

Journal Reference: Kate E. Allstadt, Eric M. Thompson, Desireé Bayouth García, Edwin Irizarry Brugman, K. Stephen Hughes, Robert G. Schmitt. Ground Failure Triggered by the 7 January 2020 M 6.4 Puerto Rico Earthquake. Seismological Research Letters, 2022; DOI: 10.1785/0220210235 The ground failure that resulted from the magnitude 6.4 earthquake wasn’t exceptional, especially compared to the catastrophic … Read more

Many US adults worry about facial image data in healthcare settings

Journal Reference: Sara H. Katsanis, Peter Claes, Megan Doerr, Robert Cook-Deegan, Jessica D. Tenenbaum, Barbara J. Evans, Myoung Keun Lee, Joel Anderton, Seth M. Weinberg, Jennifer K. Wagner. A survey of U.S. public perspectives on facial recognition technology and facial imaging data practices in health and research contexts. PLOS ONE, 2021; 16 (10): e0257923 DOI: … Read more

New cloud-based platform opens genomics data to all

Journal Reference: Michael C. Schatz, Anthony A. Philippakis, Enis Afgan, Eric Banks, Vincent J. Carey, Robert J. Carroll, Alessandro Culotti, Kyle Ellrott, Jeremy Goecks, Robert L. Grossman, Ira M. Hall, Kasper D. Hansen, Jonathan Lawson, Jeffrey T. Leek, Anne O’Donnell Luria, Stephen Mosher, Martin Morgan, Anton Nekrutenko, Brian D. O’Connor, Kevin Osborn, Benedict Paten, Candace … Read more

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