Name
Title | ||
|---|---|---|
Selective identification and localization of indolent and aggressive prostate cancers via CorrSigNIA: an MRI-pathology correlation and deep learning framework |
Abstract | ||
|---|---|---|
•Distinguishing indolent from aggressive prostate cancer on MRI is a clinical need•An automated method for distinguishing indolent from aggressive cancer is presented•Correlated feature learning is used to capture pathology characteristics on MRI•Deep learning is used for cancer detection and characterization of aggressiveness•Our method can improve prostate cancer care by guiding treatment planning |
Year | DOI | Venue |
|---|---|---|
2022 | 10.1016/j.media.2021.102288 | Medical Image Analysis |
Keywords | DocType | Volume |
Prostate cancer,Computer-aided diagnosis,Correlated feature learning,Radiology-pathology fusion | Journal | 75 |
ISSN | Citations | PageRank |
1361-8415 | 0 | 0.34 |
References | Authors | |
1 | 13 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Indrani Bhattacharya | 1 | 4 | 3.77 |
| Arun Seetharaman | 2 | 0 | 0.34 |
| Christian Kunder | 3 | 1 | 2.06 |
| Wei Shao | 4 | 0 | 1.35 |
| Leo C Chen | 5 | 0 | 0.34 |
| Simon J C Soerensen | 6 | 0 | 0.68 |
| Jeffrey B Wang | 7 | 0 | 0.34 |
| Nikola C Teslovich | 8 | 0 | 0.68 |
| Richard Fan | 9 | 4 | 4.36 |
| Pejman Ghanouni | 10 | 1 | 1.73 |
| James D. Brooks | 11 | 4 | 6.23 |
| Geoffrey Sonn | 12 | 3 | 2.78 |
| Mirabela Rusu | 13 | 8 | 9.48 |