Investigating White Blood Cells as a Source of False-Positive Malaria Parasite Detection in African Blood-Smear Images

arXiv:2609.29663 · cs.CV, cs.AI · Submitted 2026-08-30 · Read on arXiv

cs.CV, cs.AI

Submitted: 2026-08-30

Updated: 2026-08-30

Comments: Accepted at the 3rd MIRASOL workshop, a satellite event at MICCAI 2026. To appear in Springer Lecture Notes in Computer Science (LNCS)

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Calibration — 8× in this paper · explained in 7 episodes
Clustering — 2× in this paper · explained in 2 episodes
Accuracy — 1× in this paper · explained in 1 episode
AdamW Optimizer — 1× in this paper · explained in 1 episode
Aggregation — 1× in this paper · explained in 1 episode
Core — 1× in this paper · explained in 2 episodes
Error Decomposition — 1× in this paper · explained in 3 episodes
Instance Segmentation — 1× in this paper · explained in 3 episodes
Representation Learning — 1× in this paper · explained in 2 episodes
Toolbox for Identifying Detection Errors — 1× in this paper
Trace — 1× in this paper · explained in 2 episodes
True Positive — 1× in this paper
World Health Organization — 1× in this paper
You Only Look Once — 1× in this paper

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