Concepedia

Semi-Supervised and Active Learning for Automatic Segmentation of Crohn’s Disease

Dwarikanath Mahapatra, Peter J. Schüffler, Jeroen A. W. Tielbeek, Franciscus M. Vos, Joachim M. Buhmann

Lecture notes in computer science · 2013 · 38 citations · 7 references

Open access

Concepts

MedicineClinical SciencesComputer ScienceComputer VisionDiagnostic ImagingGastroenterologyActive LearningComputer-aided DiagnosisGastrointestinal ImagingGastrointestinal PathologyInflammatory Bowel DiseaseSemi-supervised LearningActive Learning With Deep Neural NetworksAutomated Disease SegmentationAutomatic SegmentationInflammatory Bowel Disease PathologySemi-automatic SegmentationSemi-supervised Active LearningSemi-supervised Segmentation

References

7

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

SLIC Superpixels Compared to State-of-the-Art Superpixel Methods

Radhakrishna Achanta, Anil Shaji, Kevin Smith et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2012 · 9.1K citations · Full text

Computing, Computer Science, Computer Vision +11

Active Learning Literature Survey

Burr Settles · Minds at UW (University of Wisconsin) · 2009 · 4.8K citations · Full text

Computing, Computer Science, Machine Learning +9

Selective Sampling Using the Query by Committee Algorithm

Yoav Freund, H. Sebastian Seung, Eli Shamir et al. · Machine Learning · 1997 · 1.1K citations · Full text

Computing, Computer Science, Decision Sciences +10

Magnetic resonance for assessment of disease activity and severity in ileocolonic Crohn’s disease

Jordi Rimola, Sónia Rodríguez, Orlando García‐Bosch et al. · Gut · 2009 · 680 citations · Full text

Medicine, Clinical Sciences, Internal Medicine +17