Demo Data from VLDB 2026 / reviewers in the wild / expert
Francesca Patella
dblp:279/3853
· DBLP profile ↗
2ranked-venue papers
0as first author
2since 2021 · last 2022
0000-0001-5142-0345ORCID · corroborated
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 1 · 1 since 2021Graphics, computer vision, multimedia, augmented reality and games · 1 · 1 since 2021Applied, interdisciplinary, general and emerging computing · 1 · 1 since 2021
Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.
| Artificial intelligence
1 paper |
Efficient and distributed learning · 67% Segmentation and scene understanding · 33% |
Topics — the 3 heaviest of 3, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Machine learning › Efficient and distributed learning › federated learning › federated optimization
federated hyperparameter optimization |
0.6 | 1 | 2022 | Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation · ECCV (21) 2022 |
Machine learning › Efficient and distributed learning
federated learning |
0.6 | 1 | 2022 | Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation · ECCV (21) 2022 |
Computer vision › Segmentation and scene understanding
medical image segmentation |
0.6 | 1 | 2022 | Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation · ECCV (21) 2022 |
Methods — techniques the papers use, named apart from their topics
reinforcement learning · 0.6
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2022 | Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation
Dong Yang 0005, Ali Hatamizadeh, An Xu, Ziyue Xu 0001, Wenqi Li 0001, Can Zhao 0001, Daguang Xu, Stephanie A. Harmon, Evrim Turkbey, Baris Turkbey, Bradford J. Wood, Francesca Patella, Elvira Stellato, Gianpaolo Carrafiello, Vishal M. Patel, Holger Roth |
ECCV (21) | 13 |
| 2021 | Federated semi-supervised learning for COVID region segmentation in chest CT using multi-national data from China, Italy, Japan
Dong Yang 0005, Ziyue Xu 0001, Wenqi Li 0001, Andriy Myronenko, Holger Roth, Stephanie A. Harmon, Sheng Xu 0001, Baris Turkbey, Evrim Turkbey, Xiaosong Wang 0001, Wentao Zhu 0001, Gianpaolo Carrafiello, Francesca Patella, Maurizio Cariati, Hirofumi Obinata, Hitoshi Mori, Kaku Tamura, Peng An 0002, Bradford J. Wood, Daguang Xu |
Medical Image Anal. | 13 |