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Articles by Andrew Katumba
Frugal AI is the missing piece in cervical cancer screening
Automated visual evaluation (AVE) could be transformative for cervical cancer screening in low-resource settings. However, AVE research has yet to yield robust clinical tools. Frugal approaches are needed that emphasize efficient, multimodal models, explainable outputs, local calibration and evaluation in real-world screening workflows.
[2601.00344] Intelligent Traffic Surveillance for Real-Time Vehicle Detection, License Plate Recognition, and Speed Estimation
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IoT and Machine Learning Techniques for Precision Beekeeping: A Review
1. Introduction The alarming decline in honeybee populations and diversity directly threatens global food security and the stability of ecosystems. These essential pollinators, responsible for 75% of crops consumed by humans, are dwindling due to various factors [1]. Knowledge of the diversity of the honeybees is vital for conservation efforts to determine how threats like climate change would affect them [2].
Low-Loss Photonic Reservoir Computing with Multimode Photonic Integrated Circuits
To effectively design multimode waveguides and components, we must first determine the cutoff conditions for different modes. This has to be done numerically, as the well-established closed form 1D solution cannot easily be extended to practical 2D cases. Lumerical© Mode Solutions, a commercial mode solver package, was used to determine the modes of the waveguides.
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