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Machine learning

Monitoring social distancing under various low light conditions with deep learning and a single motionless time of flight camera

Adina Rahim, Ayesha Maqbool, Tauseef Rana

published 25 Feb 2021

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A dataset of human and robot approach behaviors into small free-standing conversational groups

Fangkai Yang, Yuan Gao, Ruiyang Ma, Sahba Zojaji, Ginevra Castellano, Christopher Peters

published 25 Feb 2021

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Revealing posturographic profile of patients with Parkinsonian syndromes through a novel hypothesis testing framework based on machine learning

Ioannis Bargiotas, Argyris Kalogeratos, Myrto Limnios, Pierre-Paul Vidal, Damien Ricard, Nicolas Vayatis

published 25 Feb 2021

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A performance comparison of supervised machine learning models for Covid-19 tweets sentiment analysis

Furqan Rustam, Madiha Khalid, Waqar Aslam, Vaibhav Rupapara, Arif Mehmood, Gyu Sang Choi

published 25 Feb 2021

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SOM-LWL method for identification of COVID-19 on chest X-rays

Ahmed Hamza Osman, Hani Moetque Aljahdali, Sultan Menwer Altarrazi, Ali Ahmed

published 24 Feb 2021

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Blood biomarker discovery for autism spectrum disorder: A proteomic analysis

Laura Hewitson, Jeremy A. Mathews, Morgan Devlin, Claire Schutte, Jeon Lee, Dwight C. German

published 24 Feb 2021

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Identification of RNA pseudouridine sites using deep learning approaches

Abu Zahid Bin Aziz, Md. Al Mehedi Hasan, Jungpil Shin

published 23 Feb 2021

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Mental fatigue prediction during eye-typing

Tanya Bafna, Per Bækgaard, John Paulin Hansen

published 22 Feb 2021

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Accuracy and precision of citizen scientist animal counts from drone imagery

Sarah A. Wood, Patrick W. Robinson, Daniel P. Costa, Roxanne S. Beltran

published 22 Feb 2021

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Context-sensitive smart glasses monitoring wear position and activity for therapy compliance—A proof of concept

Kai Januschowski, Frank R. Ihmig, Timo Koch, Thomas Velten, Annekatrin Rickmann

published 19 Feb 2021

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A machine learning approach to identify distinct subgroups of veterans at risk for hospitalization or death using administrative and electronic health record data

Ravi B. Parikh, Kristin A. Linn, Jiali Yan, Matthew L. Maciejewski, Ann-Marie Rosland, Kevin G. Volpp, Peter W. Groeneveld, Amol S. Navathe

published 19 Feb 2021

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A deep learning approach for lower back-pain risk prediction during manual lifting

Kristian Snyder, Brennan Thomas, Ming-Lun Lu, Rashmi Jha, Menekse S. Barim, Marie Hayden, Dwight Werren

published 19 Feb 2021

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Non-Adherence Tree Analysis (NATA)—An adherence improvement framework: A COVID-19 case study

Ernest Edem Edifor, Regina Brown, Paul Smith, Rick Kossik

published 19 Feb 2021

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