Semantic segmentation of palpebral conjunctiva using predefined deep neural architectures for anemia detection

• Published in: Procedia computer science Vol. 218; pp. 328 - 337
• Main Authors: Dhalla, Sabrina, Maqbool, Junaid, Mann, Tanvir Singh, Gupta, Aastha, Mittal, Ajay, Aggarwal, Preeti, Saluja, Krishan, Kumar, Munish, Saini, Shiv Sajan
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 2023
• Subjects: Anemia Detection; Deep Learning; Haemoglobin; Image Processing; Image Segmentation; Medical Imaging; Palpebral Conjunctiva; Anemia Detection; Image Segmentation; Image Processing; Haemoglobin; Palpebral Conjunctiva; Medical Imaging; Deep Learning

Non-invasive detection of anemia is generally done by physical examination of regions like palpebral conjunctiva, fingernails, tongue and palmar creases. However, such examination is subject to large inter- and intra-observer bias. This problem can be alleviated by automating the anemia detection pr...