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Machine learning

Machine learning predicts the short-term requirement for invasive ventilation among Australian critically ill COVID-19 patients

Roshan Karri, Yi-Ping Phoebe Chen, Aidan J. C. Burrell, Jahan C. Penny-Dimri, Tessa Broadley, Tony Trapani, Adam M. Deane, Andrew A. Udy, Mark P. Plummer, for the SPRINT-SARI Australia Investigators

published 26 Oct 2022

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Exploring the role of ecology and social organisation in agropastoral societies: A Bayesian network approach

Olga Palacios, Juan Antonio Barceló, Rosario Delgado

published 26 Oct 2022

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A methodology for classifying tissue-specific metabolic and inflammatory receptor functions applied to subcutaneous and visceral adipose

Gur Arye Yehuda, Judith Somekh

published 25 Oct 2022

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Knowledge distillation for multi-depth-model-fusion recommendation algorithm

Mingbao Yang, Shaobo Li, Peng Zhou, JianJun Hu

published 25 Oct 2022

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Applications of machine learning tools for ultra-sensitive detection of lipoarabinomannan with plasmonic grating biosensors in clinical samples of tuberculosis

Yilun Huang, Charles M. Darr, Keshab Gangopadhyay, Shubhra Gangopadhyay, Sangho Bok, Sounak Chakraborty

published 25 Oct 2022

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ICAN: Interpretable cross-attention network for identifying drug and target protein interactions

Hiroyuki Kurata, Sho Tsukiyama

published 24 Oct 2022

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A Novel CNN pooling layer for breast cancer segmentation and classification from thermograms

Esraa A. Mohamed, Tarek Gaber, Omar Karam, Essam A. Rashed

published 21 Oct 2022

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Considerate motion imagination classification method using deep learning

Zhaokun Yan, Xiangquan Yang, Yu Jin

published 20 Oct 2022

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Validation of deep learning-based markerless 3D pose estimation

Veronika Kosourikhina, Diarmuid Kavanagh, Michael J. Richardson, David M. Kaplan

published 20 Oct 2022

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Human knowledge models: Learning applied knowledge from the data

Egor Dudyrev, Ilia Semenkov, Sergei O. Kuznetsov, Gleb Gusev, Andrew Sharp, Oleg S. Pianykh

published 20 Oct 2022

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Automatic extraction of upper-limb kinematic activity using deep learning-based markerless tracking during deep brain stimulation implantation for Parkinson’s disease: A proof of concept study

Sunderland Baker, Anand Tekriwal, Gidon Felsen, Elijah Christensen, Lisa Hirt, Steven G. Ojemann, Daniel R. Kramer, Drew S. Kern, John A. Thompson

published 20 Oct 2022

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Study on the Pakistan stock market using a new stock crisis prediction method

Irfan Javid, Rozaida Ghazali, Irteza Syed, Muhammad Zulqarnain, Noor Aida Husaini

published 20 Oct 2022

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Classifying ball trajectories in invasion sports using dynamic time warping: A basketball case study

Yu Yi Yu, Paul Pao-Yen Wu, Kerrie Mengersen, Wade Hobbs

published 20 Oct 2022

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