Making Reliable Diagnoses with Machine Learning: A Case Study (2001)
by
Matjaz Kukar
| Venue: | Proceedings of Artificial Intelligence in Medicine Europe, AIME 2001 |
| Citations: | 5 - 4 self |
BibTeX
@INPROCEEDINGS{Kukar01makingreliable,
author = {Matjaz Kukar},
title = {Making Reliable Diagnoses with Machine Learning: A Case Study},
booktitle = {Proceedings of Artificial Intelligence in Medicine Europe, AIME 2001},
year = {2001},
pages = {88--96},
publisher = {Springer}
}
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Abstract
In the past decades Machine Learning tools have been successfully used in several medical diagnostic problems. While they often significantly outperform expert physicians (in terms of diagnostic accuracy, sensitivity, and specificity), they are mostly not used in practice.
