Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical…
Springer International Publishing
Chapter title |
HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification
|
---|---|
Chapter number | 20 |
Book title |
Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis
|
Published by |
Springer, Cham, October 2020
|
DOI | 10.1007/978-3-030-60365-6_20 |
Book ISBNs |
978-3-03-060364-9, 978-3-03-060365-6
|
Authors |
Pushpak Pati, Guillaume Jaume, Lauren Alisha Fernandes, Antonio Foncubierta-Rodríguez, Florinda Feroce, Anna Maria Anniciello, Giosue Scognamiglio, Nadia Brancati, Daniel Riccio, Maurizio Di Bonito, Giuseppe De Pietro, Gerardo Botti, Orcun Goksel, Jean-Philippe Thiran, Maria Frucci, Maria Gabrani |
Country | Count | As % |
---|---|---|
Switzerland | 7 | 44% |
United Kingdom | 3 | 19% |
Spain | 1 | 6% |
Singapore | 1 | 6% |
Unknown | 4 | 25% |
Type | Count | As % |
---|---|---|
Scientists | 9 | 56% |
Members of the public | 6 | 38% |
Practitioners (doctors, other healthcare professionals) | 1 | 6% |
Country | Count | As % |
---|---|---|
Unknown | 28 | 100% |
Readers by professional status | Count | As % |
---|---|---|
Researcher | 6 | 21% |
Student > Master | 4 | 14% |
Student > Bachelor | 4 | 14% |
Other | 2 | 7% |
Student > Ph. D. Student | 2 | 7% |
Other | 4 | 14% |
Unknown | 6 | 21% |
Readers by discipline | Count | As % |
---|---|---|
Computer Science | 9 | 32% |
Biochemistry, Genetics and Molecular Biology | 4 | 14% |
Medicine and Dentistry | 4 | 14% |
Engineering | 2 | 7% |
Physics and Astronomy | 1 | 4% |
Other | 1 | 4% |
Unknown | 7 | 25% |