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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

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

Fangkai Yang, Yuan Gao, [ ... ], Christopher Peters

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

Ioannis Bargiotas, Argyris Kalogeratos, [ ... ], Nicolas Vayatis

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

Furqan Rustam, Madiha Khalid, [ ... ], Gyu Sang Choi

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

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

Blood biomarker discovery for autism spectrum disorder: A proteomic analysis

Laura Hewitson, Jeremy A. Mathews, [ ... ], Dwight C. German

Identification of RNA pseudouridine sites using deep learning approaches

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

Mental fatigue prediction during eye-typing

Tanya Bafna, Per Bækgaard, John Paulin Hansen

Accuracy and precision of citizen scientist animal counts from drone imagery

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

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

Kai Januschowski, Frank R. Ihmig, [ ... ], Annekatrin Rickmann

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, [ ... ], Amol S. Navathe

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

Kristian Snyder, Brennan Thomas, [ ... ], Dwight Werren

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

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

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