Name
Title | ||
|---|---|---|
Small Lung Nodules Detection based on Fuzzy-Logic and Probabilistic Neural Network with Bio-inspired Reinforcement Learning |
Abstract | ||
|---|---|---|
Internal organs, like lungs, are very often examined by the use of screening methods. For this purpose, we present an evaluation model based on a composition of fuzzy system combined with a neural network. The input image is evaluated by means of custom rules, which use type-1 fuzzy membership functions. The results are forwarded to a neural network for final evaluation. Our model was validated by... |
Year | DOI | Venue |
|---|---|---|
2020 | 10.1109/TFUZZ.2019.2952831 | IEEE Transactions on Fuzzy Systems |
Keywords | DocType | Volume |
Lung,X-ray imaging,Neural networks,Fuzzy sets,Cancer,Probabilistic logic,Fuzzy systems | Journal | 28 |
Issue | ISSN | Citations |
6 | 1063-6706 | 6 |
PageRank | References | Authors |
0.42 | 20 | 5 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Giacomo Capizzi | 1 | 60 | 11.94 |
| Grazia Lo Sciuto | 2 | 42 | 8.75 |
| Christian Napoli | 3 | 201 | 24.64 |
| Dawid Polap | 4 | 186 | 28.52 |
| Marcin Wozniak | 5 | 223 | 38.18 |