Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based…
Springer International Publishing
Chapter title |
Multi-instance Deep Learning with Graph Convolutional Neural Networks for Diagnosis of Kidney Diseases Using Ultrasound Imaging
|
---|---|
Chapter number | 15 |
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_15 |
Pubmed ID | |
Book ISBNs |
978-3-03-032688-3, 978-3-03-032689-0
|
Authors |
Shi Yin, Qinmu Peng, Hongming Li, Zhengqiang Zhang, Xinge You, Hangfan Liu, Katherine Fischer, Susan L. Furth, Gregory E. Tasian, Yong Fan, Yin, Shi, Peng, Qinmu, Li, Hongming, Zhang, Zhengqiang, You, Xinge, Liu, Hangfan, Fischer, Katherine, Furth, Susan L., Tasian, Gregory E., Fan, Yong |
Country | Count | As % |
---|---|---|
Netherlands | 1 | 100% |
Type | Count | As % |
---|---|---|
Practitioners (doctors, other healthcare professionals) | 1 | 100% |
Country | Count | As % |
---|---|---|
Unknown | 32 | 100% |
Readers by professional status | Count | As % |
---|---|---|
Student > Master | 4 | 13% |
Researcher | 4 | 13% |
Lecturer | 3 | 9% |
Student > Ph. D. Student | 3 | 9% |
Student > Doctoral Student | 2 | 6% |
Other | 4 | 13% |
Unknown | 12 | 38% |
Readers by discipline | Count | As % |
---|---|---|
Computer Science | 7 | 22% |
Medicine and Dentistry | 5 | 16% |
Engineering | 3 | 9% |
Chemistry | 1 | 3% |
Unspecified | 1 | 3% |
Other | 0 | 0% |
Unknown | 15 | 47% |