An ensemble machine learning framework with explainable artificial intelligence for predicting haemoglobin anaemia considering haematological markers

Anaemia is a disorder marked by low blood levels of haemoglobin (HGB), affecting people of all ages and ethnicities and is a major global public health concern. Anaemia must be diagnosed as soon as possible to enable prompt treatment and intervention, which can reduce complications and enhance patie...

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Autori principali:	Dhruva Darshan B S, Punit Sharma, Krishnaraj Chadaga, Niranjana Sampathila, G. Muralidhar Bairy, Sushma Belurkar, Srikanth Prabhu, Swathi K S
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	Taylor & Francis Group 2024-12-01
Serie:	Systems Science & Control Engineering
Soggetti:	Haematological markers anaemia machine learning stacking explainable artificial intelligence
Accesso online:	https://www.tandfonline.com/doi/10.1080/21642583.2024.2420927
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