The Indian journal of tuberculosisHumansMicroscopyMycobacterium tuberculosisAlgorithmsImage Processing
Harnessing semi-supervised graph-based learning to advance automated bacilli detection in digital tuberculosis microscopy with limited expert annotations.
Pragati Pandit, Sanjay Thorat, Shilpy Singh, Sejal D'mello, Geeta Padole Gaikwad, Raykhan Razakova, Yunus Jumaniyozov
Published: 202510.1016/j.ijtb.2025.11.017
Abstract
Automated acid-fast bacilli (AFB) detection with digital microscopy is important for the improvement of tuberculosis diagnosis in communities or populations where expert annotations are not available. In this paper, we propose a semi-supervised graph…
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