Expertini Research Research

Browse Research Papers

346+ open-access research outputs.

✕ Clear
🔍 artificial intelligence & data science 📂 Engineering 📄 Peer-Reviewed
Showing 346 results for "artificial intelligence & data science" in Engineering · Peer-Reviewed
Engineering Peer-Reviewed PDF DOI

Automated Prescreening of Mild Cognitive Impairment Using Shank-Mounted Inertial Sensors Based Gait Biomarkers

Ahsan Shahzad, Aresh Dadlani, Hyeonil Lee, Kiseon Kim · 2022

The mild symptoms in Mild Cognitive Impairment (MCI), a precursor of dementia, often go unnoticed and are assumed as normal aging signs. Such negligence result in late visits which consequently, lead …

Read Paper →
Engineering Peer-Reviewed PDF DOI

Novel Method for Magnetic Flux Density Estimation in the Vicinity of Multi-Circuit Overhead Transmission Lines

Adnan Mujezinovic, Emir Turajlic, Ajdin Alihodzic, Nedis Dautbasic, Maja Muftic Dedovic · 2022

In this paper, a novel method for the magnetic flux density estimation in the vicinity of multi-circuit overhead transmission lines is proposed. The proposed method is based on a fully connected feed-…

Read Paper →
Engineering Peer-Reviewed PDF DOI

Content-Adaptable ROI-Aware Video Storage for Power-Quality Scalable Mobile Streaming

Ali Haidous, William Oswald, Hritom Das, Na Gong · 2022

The demand for mobile video streams is constantly increasing. With this demand comes a need for mobile devices to receive more videos at ever increasing quality. However, due to the large size of vide…

Read Paper →
Engineering Peer-Reviewed PDF DOI

Social-distancing fatigue: Evidence from real-time crowd-sourced traffic data.

Jenni A Shearston, Micaela E Martinez, Yanelli Nunez, Markus Hilpert · 2021

To mitigate the COVID-19 pandemic and prevent overwhelming the healthcare system, social-distancing policies such as school closure, stay-at-home orders, and indoor dining closure have been utilized w…

Read Paper →
Engineering Peer-Reviewed PDF DOI

The powers and perils of using digital data to understand human behaviour.

nan · 2021
Read Paper →
Engineering Peer-Reviewed PDF DOI

Agents and robots for collaborating and supporting physicians in healthcare scenarios.

Francesco Lanza, Valeria Seidita, Antonio Chella · 2021

Monitoring patients through robotics telehealth systems is an interesting scenario where patients' conditions, and their environment, are dynamic and unknown variables. We propose to improve telehealt…

Read Paper →
Engineering Peer-Reviewed PDF DOI

Telerehabilitation in response to constrained physical distance: an opportunity to rethink neurorehabilitative routines.

Arturo Nuara, Maddalena Fabbri-Destro, Emilia Scalona, Stefano Elio Lenzi, Giacomo Rizzolatti, Pietro Avanzini · 2021

Ensuring proper dosage of treatment and repetition over time is a major challenge in neurorehabilitation. However, a requirement of physical distancing to date compromises their achievement. While mos…

Read Paper →
Engineering Peer-Reviewed PDF DOI

Robotics in Simulated COVID-19 Patient Room for Health Care Worker Effector Tasks: Preliminary, Feasibility Experiments.

W David Freeman, Devang K Sanghavi, Masood S Sarab, Mary S Kindred, Elizabeth M Dieck, Suzanne M Brown, Tom Szambelan, Justin Doty, Brendan Ball, Heidi M Felix, Jesse C Dove, Jorge M Mallea, Christy Soares, Leslie V Simon · 2021

The coronavirus disease 2019 (COVID-19) pandemic has strained health care systems and personal protective equipment (PPE) supplies globally. We hypothesized that a collaborative robot system could per…

Read Paper →
Engineering Peer-Reviewed PDF DOI

Using an Individual-Centered Approach to Gain Insights From Wearable Data in the Quantified Flu Platform: Netnography Study.

Bastian Greshake Tzovaras, Enric Senabre Hidalgo, Karolina Alexiou, Lukaz Baldy, Basile Morane, Ilona Bussod, Melvin Fribourg, Katarzyna Wac, Gary Wolf, Mad Ball · 2021

Wearables have been used widely for monitoring health in general, and recent research results show that they can be used to predict infections based on physiological symptoms. To date, evidence has be…

Read Paper →
Engineering Peer-Reviewed PDF DOI

A farewell to : time-series models for tracking and forecasting epidemics.

Andrew Harvey, Paul Kattuman · 2021

The time-dependent reproduction number, R t , is a key metric used by epidemiologists to assess the current state of an outbreak of an infectious disease. This quantity is usually estimated using time…

Read Paper →
Engineering Peer-Reviewed PDF DOI

Image Processing for the Prevention of Infectious Diseases: Determination of Mask Wearing, Measurement of Hand Washing Time, and Disinfection Support System.

Sho Higuchi, Shunichi Taniguchi, Yuta Kawasaki, Atom Sonoda · 2021

The new coronavirus infection (COVID-19) has spread to numerous countries around the world since several cases of the disease were first reported in late December 2019 in China. Currently, the WHO str…

Read Paper →
Engineering Peer-Reviewed PDF DOI

Comparative genomic signature representations of the emerging COVID-19 coronavirus and other coronaviruses: High identity and possible recombination between Bat and Pangolin coronaviruses.

Rabeb Touati, Sondes Haddad-Boubaker, Imen Ferchichi, Imen Messaoudi, Afef Elloumi Ouesleti, Henda Triki, Zied Lachiri, Maher Kharrat · 2021

Coronaviruses are responsible on respiratory diseases in animal and human. The combination of numerical encoding techniques and digital signal processing methods are becoming increasingly important in…

Read Paper →
Engineering Peer-Reviewed PDF DOI

Modelling and Experimental Assessment of Inter-Personal Distancing Based on Shared GNSS Observables.

Alex Minetto, Andrea Nardin, Fabio Dovis · 2021

In the last few years, all countries worldwide have fought the spread of SARS-CoV-2 (COVID-19) by exploiting Information and Communication Technologies (ICT) to perform contact tracing. In parallel, t…

Read Paper →
Engineering Peer-Reviewed PDF DOI

Assessment of Sample Pooling for Clinical SARS-CoV-2 Testing.

Sara B Griesemer, Greta Van Slyke, Kirsten St George · 2021

Accommodating large increases in sample workloads has presented a major challenge to clinical laboratories during the coronavirus disease 2019 (COVID-19) pandemic. Despite the implementation of automa…

Read Paper →
Engineering Peer-Reviewed PDF DOI

Standing, Walking, and Sitting Support Robot Based on User State Estimation Using a Small Number of Sensors

Mizuki Takeda, Kaiji Sato, Yasuhisa Hirata, Takahiro Katayama, Yasuhide Mizuta, Atsushi Koujina · 2021

With the aging of the population and the consequent severe shortage of caregivers, the demand for care robots to assist the elderly is increasing. However, care robots have yet to be widely adopted ow…

Read Paper →
Engineering Peer-Reviewed PDF DOI

ST-BFL: A Structured Transparency Empowered Cross-Silo Federated Learning on the Blockchain Framework

Umer Majeed, Latif U. Khan, Abdullah Yousafzai, Zhu Han, Bang Ju Park, Choong Seon Hong · 2021

Federated Learning (FL) relies on on-device training to avoid the migration of devices’ data to a centralized server to address privacy leakage. Moreover, FL is feasible for scenarios (e.g., autonomou…

Read Paper →
Engineering Peer-Reviewed PDF DOI

Battery Aging-Aware Online Optimal Control: An Energy Management System for Hybrid Electric Vehicles Supported by a Bio-Inspired Velocity Prediction

Giammarco Valenti, Edoardo Pagot, Luca De Pascali, Francesco Biral · 2021

In this manuscript, we address the problem of online optimal control for torque splitting in hybrid electric vehicles that minimises fuel consumption and preserves battery life. We divide the problem …

Read Paper →
Engineering Peer-Reviewed PDF DOI

An LSTM-Based Approach for Understanding Human Interactions Using Hybrid Feature Descriptors Over Depth Sensors

Manahil Waheed, Ahmad Jalal, Mohammed Alarfaj, Yazeed Yasin Ghadi, Tamara Al Shloul, Shaharyar Kamal, Dong-Seong Kim · 2021

Over the past few years, automatic recognition of human interactions has drawn significant attention from researchers working in the field of Artificial Intelligence (AI). And feature extraction is on…

Read Paper →
Engineering Peer-Reviewed PDF DOI

An AI-based radiomics nomogram for disease prognosis in patients with COVID-19 pneumonia using initial CT images and clinical indicators.

Mudan Zhang, Xianchun Zeng, Chencui Huang, Jun Liu, Xinfeng Liu, Xingzhi Xie, Rongpin Wang · 2021

This study utilized a comprehensive nomogram to evaluate the prognosis of patients with COVID-19 pneumonia. COVID-19 pneumonia data was divided into training set (256 of 321, 80%), internal validation…

Read Paper →
Engineering Peer-Reviewed PDF DOI

Review: How Can Intelligent Robots and Smart Mechatronic Modules Facilitate Remote Assessment, Assistance, and Rehabilitation for Isolated Adults With Neuro-Musculoskeletal Conditions?

S Farokh Atashzar, Jay Carriere, Mahdi Tavakoli · 2021

Worldwide, at the time this article was written, there are over 127 million cases of patients with a confirmed link to COVID-19 and about 2.78 million deaths reported. With limited access to vaccine o…

Read Paper →
Page 1 of 18 Next →