paperarXivTrust 82 · PrimaryPublished 3d agoLive · 2d ago

Learning from waste: Machine Learning for health risk prediction and computer vision-based sorting in Ghana

The inappropriate disposal of solid waste remains a significant public health and environmental concern worldwide, including in Ghana. Poor sanitation and improper waste management practices contribute to substantial economic costs and avoidable deaths annually. In 2022, a field study in Atonsu, Kumasi, Ghana, reported a community-perceived relationship between household waste disposal and illness patterns, but only through descriptive analysis without quantitative validation. This study extends that investigation using two data-driven approaches. First, a Random Forest classifier was develope

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Paper → model → repo connections mined from source citations (Tier-1 exact match).

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FuzzySimilar title/name (fuzzy) · 59%VioletVision-3B →
“Fuzzy title match (0.73): “Learning from waste: Machine Learning for health risk predic” ≈ “VioletVision-3B””
PossiblePossibly related (embedding) · 50%A machine learning-driven framework for optimizing disinfection in drinking water treatment - Nature →
PossiblePossibly related (embedding) · 47%Machine learning survival models for colorectal cancer: advantages of random survival forests over classification algorithms - Nature →
PossiblePossibly related (embedding) · 46%Operational evidence standards for machine learning in wastewater treatment - Nature →
FuzzySimilar title/name (fuzzy) · 84%pytorch/vision →
“Fuzzy title match (0.92): “Learning from waste: Machine Learning for health risk predic” ≈ “pytorch/vision””
FuzzySimilar title/name (fuzzy) · 66%DataTalksClub/machine-learning-zoomcamp →
“Fuzzy title match (0.78): “Learning from waste: Machine Learning for health risk predic” ≈ “DataTalksClub/machine-learning-zoomcamp””
FuzzySimilar title/name (fuzzy) · 66%stefan-jansen/machine-learning-for-trading →
“Fuzzy title match (0.78): “Learning from waste: Machine Learning for health risk predic” ≈ “stefan-jansen/machine-learning-for-trading””
FuzzySimilar title/name (fuzzy) · 59%EthicalML/awesome-production-machine-learning →
“Fuzzy title match (0.73): “Learning from waste: Machine Learning for health risk predic” ≈ “EthicalML/awesome-production-machine-learning””

Has model

modelVioletVision-3B

Covers

newsA machine learning-driven framework for optimizing disinfection in drinking water treatment - Nature newsMachine learning survival models for colorectal cancer: advantages of random survival forests over classification algorithms - Nature newsOperational evidence standards for machine learning in wastewater treatment - Nature

Implements (incoming)

repopytorch/vision repoDataTalksClub/machine-learning-zoomcamp repostefan-jansen/machine-learning-for-trading repoEthicalML/awesome-production-machine-learning repoaymericdamien/TopDeepLearning

authored (incoming)

personHilda Adwubi Osei personCatherine Tenewaa Osei personDesdemona Yaa Asobayire

Related across the graph

repostefan-jansen/machine-learning-for-trading personCatherine Tenewaa Osei newsMachine learning survival models for colorectal cancer: advantages of random survival forests over classification algorithms - Nature personHilda Adwubi Osei newsA machine learning-driven framework for optimizing disinfection in drinking water treatment - Nature repopytorch/vision personDesdemona Yaa Asobayire modelVioletVision-3B newsOperational evidence standards for machine learning in wastewater treatment - Nature repoaymericdamien/TopDeepLearning repoDataTalksClub/machine-learning-zoomcamp repoEthicalML/awesome-production-machine-learning

Topics

cs.CV