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...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Dhruva Darshan B S, Punit Sharma, Krishnaraj Chadaga, Niranjana Sampathila, G. Muralidhar Bairy, Sushma Belurkar, Srikanth Prabhu, Swathi K S
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	Taylor & Francis Group 2024-12-01
Schriftenreihe:	Systems Science & Control Engineering
Schlagworte:	Haematological markers anaemia machine learning stacking explainable artificial intelligence
Online-Zugang:	https://www.tandfonline.com/doi/10.1080/21642583.2024.2420927
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