Name
Title | ||
|---|---|---|
dp-BREATH: Heat maps and probabilistic classification assisting the analysis of abnormal lung regions. |
Abstract | ||
|---|---|---|
•dp-BREATH provides well-segmented lung regions by classifying superpixels in CT scans.•dp-BREATH models pathological lung patterns as a Gaussian Mixing Model.•dp-Breath gives the probability of a region to contain each pathology being analyzed.•dp-BREATH highlights abnormal superpixel regions within the CT scan using heat maps.•Highlighted regions provide probabilities information regarding abnormal findings. |
Year | DOI | Venue |
|---|---|---|
2019 | 10.1016/j.cmpb.2019.01.014 | Computer Methods and Programs in Biomedicine |
Keywords | DocType | Volume |
CBIR,Heat map representation,Lung classification,Statistical modeling | Journal | 173 |
ISSN | Citations | PageRank |
0169-2607 | 2 | 0.38 |
References | Authors | |
19 | 10 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Mirela T. Cazzolato | 1 | 9 | 4.60 |
| Lucas C Scabora | 2 | 3 | 0.72 |
| Marcos R Nesso | 3 | 2 | 0.38 |
| Luis F Milano-Oliveira | 4 | 2 | 0.38 |
| Alceu Ferraz Costa | 5 | 88 | 6.37 |
| Daniel S. Kaster | 6 | 65 | 10.32 |
| Marcel Koenigkam-Santos | 7 | 3 | 1.07 |
| Paulo Mazzoncini de Azevedo Marques | 8 | 59 | 8.41 |
| caetano traina | 9 | 48 | 10.67 |
| Agma J. M. Traina | 10 | 1024 | 153.61 |