Matthew P. Horning

According to our database1, Matthew P. Horning authored at least 9 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2024
Driving down Poisson error can offset classification error in clinical tasks.
CoRR, 2024

2023
How Good Are Synthetic Medical Images? An Empirical Study with Lung Ultrasound.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2023

Deep Learning Video Classification of Lung Ultrasound Features Associated with Pneumonia.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Use case-focused metrics to evaluate machine learning for diseases involving parasite loads.
CoRR, 2022

2020
Deep learning-based image evaluation for cervical precancer screening with a smartphone targeting low resource settings - Engineering approach.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Fully-automated patient-level malaria assessment on field-prepared thin blood film microscopy images, including Supplementary Information.
CoRR, 2019


2017

2015
Automated microscopy and machine learning for expert-level malaria field diagnosis.
Proceedings of the 2015 IEEE Global Humanitarian Technology Conference, 2015


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