Table 4:
Team members, affiliations, country and implemented methods.
| Team | Members | Institution(s) | Country | Implemented methods |
|---|---|---|---|---|
| 1 | A. Ouahabi V. Jaouen M. Hatt D. Visvikis H. Fayad |
LaTIM, INSERM UMR 1101, Brest |
France | Ant colony optimization (ACO) algorithm (Fayad et al., 2015) With two different initialization schemes |
| 2 | S. Liu X. Huang L. Li |
Key Laboratory of Image Processing and Intelligent Control of Ministry of Education of China. School of Automation,Huazhong University of Science and Technology, Wuhan 430074 |
China USA |
Random forest (RF) exploiting image features (Breiman, 2001) |
| W. Lu S. Tan |
Memorial Sloan-Kettering Cancer Center, New-York | Adaptive region growing (ARG) (Tan et al., 2017) |
||
| 3 | V. Jaouen M. Hatt | LaTIM, INSERM UMR 1101, Brest |
France | Gradient-aided region-based active contour (GARAC) (Jaouen et al., 2014) |
| H. Fayad | ||||
| C. Tauber | ||||
| D. Visvikis | ||||
| 4 | J. Czakon F. Drapejkowski |
Stermedia Sp. z o. o., ul. A. Ostrowskiego 13, Wroclaw Lower Silesian Oncology Center, Department of Nuclear Medicine - PET-CT Laboratory, Wroclaw |
Poland | Spatial distance weighted fuzzy C-Means (SDWFCM) |
|
G. Żurek |
(Guo et al., 2015) | |||
|
P. Giedziun |
Convolutional neural network (CNN) |
|||
| J. Żebrowski W. Dyrka |
(Duchi et al., 2011; Krizhevsky et al., 2012) |
|||
| Dictionary model (DICT) | ||||
| (Dahl and Larsen, 2011) | ||||
| Gaussian mixture model (GMM) | ||||
| (Aristophanous et al., 2007) | ||||
| K-Means (KM) clustering | ||||
| (Arthur and Vassilvitskii, 2007) | ||||
| FLI | B. Laurent | LaTIM, INSERM UMR 1101, Brest |
France | Fixed threshold at 40 and 50% of SUVmax FLAB (Hatt et al., 2009, 2010) |