Cargando…

Deep Machine Learning Model Trade-Offs for Malaria Elimination in Resource-Constrained Locations

The success of deep machine learning (DML) models in gaming and robotics has increased its trial in clinical and public healthcare solutions. In applying DML to healthcare problems, a special challenge of inadequate electrical energy and computing resources exists in regional and developing areas of...

Descripción completa

Detalles Bibliográficos
Autores principales:	Eze, Peter U., Asogwa, Clement O.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8614791/ https://www.ncbi.nlm.nih.gov/pubmed/34821716 http://dx.doi.org/10.3390/bioengineering8110150

Ejemplares similares

Resource Usage and Performance Trade-offs for Machine Learning Models in Smart Environments
por: Preuveneers, Davy, et al.
Publicado: (2020)

Using Deep Learning to Predict Minimum Foot–Ground Clearance Event from Toe-Off Kinematics
por: Asogwa, Clement Ogugua, et al.
Publicado: (2022)

On Consensus-Optimality Trade-offs in Collaborative Deep Learning
por: Jiang, Zhanhong, et al.
Publicado: (2021)

Utility–Privacy Trade-Off in Distributed Machine Learning Systems
por: Zeng, Xia, et al.
Publicado: (2022)

A stomatal safety-efficiency trade-off constrains responses to leaf dehydration
por: Henry, Christian, et al.
Publicado: (2019)

Trade-offs constrain adaptive pathways to the type VI secretion system survival
por: MacGillivray, Kathryn A., et al.
Publicado: (2023)

Equine strongyle communities are constrained by horse sex and species dipersal-fecundity trade-off
por: Sallé, Guillaume, et al.
Publicado: (2018)

Sex Allocation in California Oaks: Trade-Offs or Resource Tracking?
por: Knops, Johannes M. H., et al.
Publicado: (2012)

Trade-offs drive resource specialization and the gradual establishment of ecotypes
por: Østman, Bjørn, et al.
Publicado: (2014)

Deep learning for EEG-based Motor Imagery classification: Accuracy-cost trade-off
por: León, Javier, et al.
Publicado: (2020)

Machine Learning for Algorithmic Trading
por: Jansen, Stefan
Publicado: (2020)

A secure location-based alert system with tunable privacy-performance trade-off
por: Ghinita, Gabriel, et al.
Publicado: (2020)

Local Orientation and the Evolution of Foraging: Changes in Decision Making Can Eliminate Evolutionary Trade-offs
por: van der Post, Daniel J., et al.
Publicado: (2011)

Cost-benefit trade-offs in decision-making and learning
por: Sidarus, Nura, et al.
Publicado: (2019)

Trade-offs in Thailand.
por: Taylor, D
Publicado: (1996)

Biomimetics with Trade-Offs
por: Vincent, Julian
Publicado: (2023)

Costs and trade-offs of grazer-induced defenses in Scenedesmus under deficient resource
por: Zhu, Xuexia, et al.
Publicado: (2016)

Trade-offs between growth, reproduction and defense in response to resource availability manipulations
por: Tuller, Juliana, et al.
Publicado: (2018)

Investment case for malaria elimination in South Africa: a financing model for resource mobilization to accelerate regional malaria elimination
por: Njau, Joseph, et al.
Publicado: (2021)

How and when fungal endophytes can eliminate the plant growth–defence trade‐off: mechanistic perspectives
por: Bastías, Daniel A., et al.
Publicado: (2022)

Supporting elimination of lymphatic filariasis in Samoa by predicting locations of residual infection using machine learning and geostatistics
por: Mayfield, Helen J., et al.
Publicado: (2020)

The implied exploration-exploitation trade-off in human motor learning
por: Phillips, Holly N, et al.
Publicado: (2011)

The coronavirus trade-off – Life vs. economy: Handling the trade-off rationally and optimally
por: Zeytoon-Nejad, Ali, et al.
Publicado: (2021)

Escaping the Ashby limit for mechanical damping/stiffness trade-off using a constrained high internal friction interfacial layer
por: Unwin, A. P., et al.
Publicado: (2018)

Mallard resource selection trade‐offs in a heterogeneous environment during autumn and winter
por: Palumbo, Matthew D., et al.
Publicado: (2019)

Trade-Off vs. Common Factor—Differentiating Resource-Based Explanations From Their Alternative
por: Naefgen, Christoph, et al.
Publicado: (2022)

Fog-Assisted Deep-Learning-Empowered Intrusion Detection System for RPL-Based Resource-Constrained Smart Industries
por: Attique, Danish, et al.
Publicado: (2022)

Violations of robustness trade-offs
por: Kitano, Hiroaki
Publicado: (2010)

Trade in Cast-Off Teeth
Publicado: (1890)

Challenges for malaria elimination in Brazil
por: Ferreira, Marcelo U., et al.
Publicado: (2016)

Unifying Speed-Accuracy Trade-Off and Cost-Benefit Trade-Off in Human Reaching Movements
por: Peternel, Luka, et al.
Publicado: (2017)

Deep Learning-Based Speech Enhancement With a Loss Trading Off the Speech Distortion and the Noise Residue for Cochlear Implants
por: Kang, Yuyong, et al.
Publicado: (2021)

Impact of H&E Stain Normalization on Deep Learning Models in Cancer Image Classification: Performance, Complexity, and Trade-Offs
por: Madusanka, Nuwan, et al.
Publicado: (2023)

Scheduling of resource-constrained projects
por: Klein, Robert
Publicado: (2000)

Straggler-Aware Distributed Learning: Communication–Computation Latency Trade-Off
por: Ozfatura, Emre, et al.
Publicado: (2020)

Exopolysaccharide production in Caulobacter crescentus: A resource allocation trade-off between protection and proliferation
por: Herr, Kathryn L., et al.
Publicado: (2018)

Pleiotropy alleviates the fitness costs associated with resource allocation trade-offs in immune signaling networks
por: Martin, Reese, et al.
Publicado: (2023)

Constrained Deep Q-Learning Gradually Approaching Ordinary Q-Learning
por: Ohnishi, Shota, et al.
Publicado: (2019)

Corrigendum: Unifying Speed-Accuracy Trade-Off and Cost-Benefit Trade-Off in Human Reaching Movements
por: Peternel, Luka, et al.
Publicado: (2018)

Corrigendum: Unifying Speed-Accuracy Trade-Off and Cost-Benefit Trade-Off in Human Reaching Movements
por: Peternel, Luka, et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_cc06mft51pogan0f3iku1s7rqs