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Few-shot pneumonia detection using Siamese networks and transfer learning on chest X-ray images

Abstract Pneumonia remains a leading cause of mortality among children under five years of age, accounting for approximately 1.6 million deaths annually. Early detection is critical for reducing child mortality; however, traditional diagnostic methods rely on trained personnel and medical resources,...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Atukunda Doreen, Waweru Mwangi, Petronilla Muriithi
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Springer 2025-10-01
Rangatū:Discover Artificial Intelligence
Ngā marau:
Urunga tuihono:https://doi.org/10.1007/s44163-025-00468-6
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