Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based…
Springer International Publishing
Chapter title |
A Generalized Approach to Determine Confident Samples for Deep Neural Networks on Unseen Data
|
---|---|
Chapter number | 7 |
Book title |
Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures
|
Published by |
Springer, Cham, October 2019
|
DOI | 10.1007/978-3-030-32689-0_7 |
Book ISBNs |
978-3-03-032688-3, 978-3-03-032689-0
|
Authors |
Min Zhang, Kevin H. Leung, Zili Ma, Jin Wen, Gopal Avinash, Zhang, Min, Leung, Kevin H., Ma, Zili, Wen, Jin, Avinash, Gopal |
Country | Count | As % |
---|---|---|
Unknown | 14 | 100% |
Readers by professional status | Count | As % |
---|---|---|
Student > Master | 3 | 21% |
Student > Ph. D. Student | 2 | 14% |
Student > Doctoral Student | 1 | 7% |
Unspecified | 1 | 7% |
Other | 1 | 7% |
Other | 1 | 7% |
Unknown | 5 | 36% |
Readers by discipline | Count | As % |
---|---|---|
Engineering | 4 | 29% |
Computer Science | 1 | 7% |
Unspecified | 1 | 7% |
Energy | 1 | 7% |
Physics and Astronomy | 1 | 7% |
Other | 0 | 0% |
Unknown | 6 | 43% |