Name
Title | ||
|---|---|---|
Precision Risk Analysis of Cancer Therapy with Interactive Nomograms and Survival Plots. |
Abstract | ||
|---|---|---|
We present the design and evaluation of an integrated problem solving environment for cancer therapy analysis. The environment intertwines a statistical martingale model and a K Nearest Neighbor approach with visual encodings, including novel interactive nomograms, in order to compute and explain a patient's probability of survival as a function of similar patient results. A coordinated views para... |
Year | DOI | Venue |
|---|---|---|
2019 | 10.1109/TVCG.2018.2817557 | IEEE Transactions on Visualization and Computer Graphics |
Keywords | Field | DocType |
Cancer,Visualization,Collaboration,Medical treatment,Encoding,Head,Neck | Problem solving environment,Precision medicine,Visualization,Computer science,Risk analysis (business),Visual analytics,Theoretical computer science,Activity-centered design,Artificial intelligence,Workflow,Machine learning,Encoding (memory) | Journal |
Volume | Issue | ISSN |
25 | 4 | 1077-2626 |
Citations | PageRank | References |
2 | 0.37 | 14 |
Authors | ||
8 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| G Elisabeta Marai | 1 | 136 | 20.43 |
| Chihua Ma | 2 | 8 | 3.10 |
| Andrew Thomas Burks | 3 | 2 | 0.37 |
| Filippo Pellolio | 4 | 2 | 0.37 |
| Guadalupe Canahuate | 5 | 96 | 11.31 |
| David M. Vock | 6 | 20 | 1.84 |
| Abdallah S R Mohamed | 7 | 2 | 0.70 |
| Clifton D Fuller | 8 | 6 | 4.73 |