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🔍 computing methodologies 📂 AI & Data Science 📄 Peer-Reviewed
Showing 241 results for "computing methodologies" in AI & Data Science · Peer-Reviewed
AI & Data Science Peer-Reviewed PDF DOI

Neuron Circuits for Low-Power Spiking Neural Networks Using Time-To-First-Spike Encoding

Seongbin Oh, Dongseok Kwon, Gyuho Yeom, Won-Mook Kang, Soochang Lee, Sung Yun Woo, Jaehyeon Kim, Jong-Ho Lee · 2022

Hardware-based Spiking Neural Networks (SNNs) are regarded as promising candidates for the cognitive computing system due to its low power consumption and highly parallel operation. In this paper, we …

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AI & Data Science Peer-Reviewed PDF DOI

SpecMEn-DL: spectral mask enhancement with deep learning models to predict COVID-19 from lung ultrasound videos.

Farhan Sadik, Ankan Ghosh Dastider, Shaikh Anowarul Fattah · 2021

Lung Ultrasound (LUS) images are considered to be effective for detecting Coronavirus Disease (COVID-19) as an alternative to the existing reverse transcription-polymerase chain reaction (RT-PCR)-base…

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AI & Data Science Peer-Reviewed PDF DOI

Multi-omic profiling of plasma reveals molecular alterations in children with COVID-19.

Chong Wang, Xufang Li, Wanshan Ning, Sitang Gong, Fengxia Yang, Chunxiao Fang, Yu Gong, Di Wu, Muhan Huang, Yujie Gou, Shanshan Fu, Yujie Ren, Ruyi Yang, Yang Qiu, Yu Xue, Yi Xu, Xi Zhou · 2021

Rationale: Children usually develop less severe symptoms responding to Coronavirus Disease 2019 (COVID-19) than adults. However, little is known about the molecular alterations and pathogenesis of COV…

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AI & Data Science Peer-Reviewed PDF DOI

Data-driven methods for present and future pandemics: Monitoring, modelling and managing.

Teodoro Alamo, Daniel G Reina, Pablo Millan Gata, Victor M Preciado, Giulia Giordano · 2021

This survey analyses the role of data-driven methodologies for pandemic modelling and control. We provide a roadmap from the access to epidemiological data sources to the control of epidemic phenomena…

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AI & Data Science Peer-Reviewed PDF DOI

Integrating Digital Technologies and Public Health to Fight Covid-19 Pandemic: Key Technologies, Applications, Challenges and Outlook of Digital Healthcare.

Qiang Wang, Min Su, Min Zhang, Rongrong Li · 2021

Integration of digital technologies and public health (or digital healthcare) helps us to fight the Coronavirus Disease 2019 (COVID-19) pandemic, which is the biggest public health crisis humanity has…

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AI & Data Science Peer-Reviewed PDF DOI

An Intelligent Centrality Measures for Influential Node Detection in COVID-19 Environment.

J Jeyasudha, G Usha · 2021

With an advent of social networks, spamming has posted the most important serious issues among the users. These are termed as influential users who spread the spam messages in the community which has …

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AI & Data Science Peer-Reviewed PDF DOI

Face Mask Wearing Detection Algorithm Based on Improved YOLO-v4.

Jimin Yu, Wei Zhang · 2021

To solve the problems of low accuracy, low real-time performance, poor robustness and others caused by the complex environment, this paper proposes a face mask recognition and standard wear detection …

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AI & Data Science Peer-Reviewed PDF DOI

Using a Secure, Continually Updating, Web Source Processing Pipeline to Support the Real-Time Data Synthesis and Analysis of Scientific Literature: Development and Validation Study.

Uddhav Vaghela, Simon Rabinowicz, Paris Bratsos, Guy Martin, Epameinondas Fritzilas, Sheraz Markar, Sanjay Purkayastha, Karl Stringer, Harshdeep Singh, Charlie Llewellyn, Debabrata Dutta, Jonathan M Clarke, Matthew Howard, Ovidiu Serban, James Kinross · 2021

The scale and quality of the global scientific response to the COVID-19 pandemic have unquestionably saved lives. However, the COVID-19 pandemic has also triggered an unprecedented "infodemic"; the ve…

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AI & Data Science Peer-Reviewed PDF DOI

Prediction of global spread of COVID-19 pandemic: a review and research challenges.

Saloni Shah, Aos Mulahuwaish, Kayhan Zrar Ghafoor, Halgurd S Maghdid · 2021

Since the initial reports of the Coronavirus surfacing in Wuhan, China, the novel virus currently without a cure has spread like wildfire across the globe, the virus spread exponentially across all in…

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AI & Data Science Peer-Reviewed PDF DOI

Measuring the Effectiveness of Adaptive Random Forest for Handling Concept Drift in Big Data Streams.

Abdulaziz O AlQabbany, Aqil M Azmi · 2021

We are living in the age of big data, a majority of which is stream data. The real-time processing of this data requires careful consideration from different perspectives. Concept drift is a change in…

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AI & Data Science Peer-Reviewed PDF DOI

Deep learning empowered COVID-19 diagnosis using chest CT scan images for collaborative edge-cloud computing platform.

Vipul Kumar Singh, Maheshkumar H Kolekar · 2021

The novel coronavirus outbreak has spread worldwide, causing respiratory infections in humans, leading to a huge global pandemic COVID-19. According to World Health Organization, the only way to curb …

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AI & Data Science Peer-Reviewed PDF DOI

Artificial intelligence-enabled Internet of Things-based system for COVID-19 screening using aerial thermal imaging.

Ahmed Barnawi, Prateek Chhikara, Rajkumar Tekchandani, Neeraj Kumar, Bander Alzahrani · 2021

Internet of Things (IoT) has recently brought an influential research and analysis platform in a broad diversity of academic and industrial disciplines, particularly in healthcare. The IoT revolution …

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AI & Data Science Peer-Reviewed PDF DOI

Health Care Professional Association Agency in Preparing for Artificial Intelligence: Protocol for a Multi-Case Study.

Caitlin Gillan, Brian Hodges, David Wiljer, Mark Dobrow · 2021

The emergence of artificial intelligence (AI) in health care has impacted health care systems, including employment, training, education, and professional regulation. It is incumbent on health profess…

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AI & Data Science Peer-Reviewed PDF DOI

Simple hemogram to support the decision-making of COVID-19 diagnosis using clusters analysis with self-organizing maps neural network.

Alexandra A de Souza, Danilo Candido de Almeida, Thiago S Barcelos, Rodrigo Campos Bortoletto, Roberto Munoz, Helio Waldman, Miguel Angelo Goes, Leandro A Silva · 2021

The pandemic caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) which is related to new coronavirus disease (COVID-19) has mobilized several scientifics to explore clinical dat…

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AI & Data Science Peer-Reviewed PDF DOI

Recent advancement in VM task allocation system for cloud computing: review from 2015 to2021.

Arif Ullah, Nazri Mohd Nawi, Soukaina Ouhame · 2021

Cloud computing is new technology that has considerably changed human life at different aspect over the last decade. Especially after the COVID-19 pandemic, almost all life activity shifted into cloud…

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AI & Data Science Peer-Reviewed PDF DOI

Use of Handheld Ultrasound Device with Artificial Intelligence for Evaluation of Cardiorespiratory System in COVID-19.

Harish M Maheshwarappa, Shivangi Mishra, Anuja V Kulkarni, Vikneswaran Gunaseelan, Muralidhar Kanchi · 2021

Coronavirus disease-2019 (COVID-19) causes various cardiopulmonary manifestations. Bedside ultrasound helps in the rapid diagnosis of these manifestations. Vscan Extend™ (GE, Wauwatosa, WI, USA) is a …

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AI & Data Science Peer-Reviewed PDF DOI

Mapping each pre-existing condition's association to short-term and long-term COVID-19 complications.

A J Venkatakrishnan, Colin Pawlowski, David Zemmour, Travis Hughes, Akash Anand, Gabriela Berner, Nikhil Kayal, Arjun Puranik, Ian Conrad, Sairam Bade, Rakesh Barve, Purushottam Sinha, John C O'Horo, Andrew D Badley, John Halamka, Venky Soundararajan · 2021

Understanding the relationships between pre-existing conditions and complications of COVID-19 infection is critical to identifying which patients will develop severe disease. Here, we leverage ~1.1 mi…

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AI & Data Science Peer-Reviewed PDF DOI

COVID-19 pandemic and personal protective equipment shortage: protective efficacy comparing masks and scientific methods for respirator reuse.

Ivo Boskoski, Camilla Gallo, Michael B Wallace, Guido Costamagna · 2021

The abrupt outbreak of the novel coronavirus disease 2019 and its rapid spread over many healthcare systems throughout the world has led to a shortage in personal protective equipment (PPE), which can…

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AI & Data Science Peer-Reviewed PDF DOI

A deep learning framework for high-throughput mechanism-driven phenotype compound screening.

Thai-Hoang Pham, Yue Qiu, Jucheng Zeng, Lei Xie, Ping Zhang · 2021

Target-based high-throughput compound screening dominates conventional one-drug-one-gene drug discovery process. However, the readout from the chemical modulation of a single protein is poorly correla…

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AI & Data Science Peer-Reviewed PDF DOI

A stochastic numerical analysis based on hybrid NAR-RBFs networks nonlinear SITR model for novel COVID-19 dynamics.

Muhammad Shoaib, Muhammad Asif Zahoor Raja, Muhammad Touseef Sabir, Ayaz Hussain Bukhari, Hussam Alrabaiah, Zahir Shah, Poom Kumam, Saeed Islam · 2021

Mathematical modeling of vector-borne diseases and forecasting of epidemics outbreak are global challenges and big point of concern worldwide. The outbreaks depend on different social and demographic …

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