Thomas Thesen
3 papers · 2014–2016 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Keywords
hierarchical conditional random field
(2)
cortical lesion detection
(2)
image segmentation
(2)
medical imaging
(1)
medical image segmentation
(1)
outlier detection
(1)
multi-scale analysis
(1)
magnetic resonance imaging
(1)
intracranial eeg
(1)
conditional random field
(1)
hierarchical crf
(1)
lesion detection
(1)
cortical dysplasia
(1)
surface based morphometry
(1)
cortical malformation
(1)
weak class label
(1)
semi-supervised learning
(1)
multi-task learning
(1)
Papers
Decrypting “Cryptogenic” Epilepsy: Semi-supervised Hierarchical Conditional Random Fields For Detecting Cortical Lesions In MRI-Negative Patients
JMLR 2016
Multi-task Learning with Weak Class Labels: Leveraging iEEG to Detect Cortical Lesions in Cryptogenic Epilepsy
MLHC 2016
Hierarchical Conditional Random Fields for Outlier Detection: An Application to Detecting Epileptogenic Cortical Malformations
ICML 2014