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Marios Anthimopoulos
Marios Anthimopoulos
Verified email at roche.com
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Year
Lung pattern classification for interstitial lung diseases using a deep convolutional neural network
M Anthimopoulos, S Christodoulidis, L Ebner, A Christe, S Mougiakakou
IEEE transactions on medical imaging 35 (5), 1207-1216, 2016
13972016
Multisource transfer learning with convolutional neural networks for lung pattern analysis
S Christodoulidis, M Anthimopoulos, L Ebner, A Christe, S Mougiakakou
IEEE journal of biomedical and health informatics 21 (1), 76-84, 2016
3232016
A food recognition system for diabetic patients based on an optimized bag-of-features model
MM Anthimopoulos, L Gianola, L Scarnato, P Diem, SG Mougiakakou
IEEE journal of biomedical and health informatics 18 (4), 1261-1271, 2014
2632014
Semantic segmentation of pathological lung tissue with dilated fully convolutional networks
M Anthimopoulos, S Christodoulidis, L Ebner, T Geiser, A Christe, ...
IEEE journal of biomedical and health informatics 23 (2), 714-722, 2018
1602018
Two-view 3D reconstruction for food volume estimation
J Dehais, M Anthimopoulos, S Shevchik, S Mougiakakou
IEEE transactions on multimedia 19 (5), 1090-1099, 2016
1402016
A two-stage scheme for text detection in video images
M Anthimopoulos, B Gatos, I Pratikakis
Image and Vision Computing 28 (9), 1413-1426, 2010
1282010
Computer-aided diagnosis of pulmonary fibrosis using deep learning and CT images
A Christe, AA Peters, D Drakopoulos, JT Heverhagen, T Geiser, ...
Investigative radiology 54 (10), 627-632, 2019
1202019
Carbohydrate estimation by a mobile phone-based system versus self-estimations of individuals with type 1 diabetes mellitus: a comparative study
D Rhyner, H Loher, J Dehais, M Anthimopoulos, S Shevchik, RH Botwey, ...
Journal of medical Internet research 18 (5), e101, 2016
1002016
Food recognition for dietary assessment using deep convolutional neural networks
S Christodoulidis, M Anthimopoulos, S Mougiakakou
New Trends in Image Analysis and Processing--ICIAP 2015 Workshops: ICIAP …, 2015
992015
Computer vision-based carbohydrate estimation for type 1 patients with diabetes using smartphones
M Anthimopoulos, J Dehais, S Shevchik, BH Ransford, D Duke, P Diem, ...
Journal of diabetes science and technology 9 (3), 507-515, 2015
872015
Segmentation and recognition of multi-food meal images for carbohydrate counting
M Anthimopoulos, J Dehais, P Diem, S Mougiakakou
13th IEEE international conference on bioinformatics and bioengineering, 1-4, 2013
652013
Classification of interstitial lung disease patterns using local DCT features and random forest
M Anthimopoulos, S Christodoulidis, A Christe, S Mougiakakou
2014 36th annual international conference of the IEEE engineering in …, 2014
582014
Food image segmentation for dietary assessment
J Dehais, M Anthimopoulos, S Mougiakakou
Proceedings of the 2nd international workshop on multimedia assisted dietary …, 2016
562016
A hybrid system for text detection in video frames
M Anthimopoulos, B Gatos, I Pratikakis
2008 The Eighth IAPR International Workshop on Document Analysis Systems …, 2008
502008
Detection of artificial and scene text in images and video frames
M Anthimopoulos, B Gatos, I Pratikakis
Pattern Analysis and Applications 16, 431-446, 2013
452013
A multi-task learning approach for meal assessment
Y Lu, D Allegra, M Anthimopoulos, F Stanco, GM Farinella, ...
Proceedings of the joint workshop on multimedia for cooking and eating …, 2018
432018
Carbohydrate estimation supported by the GoCARB system in individuals with type 1 diabetes: A randomized prospective pilot study
P Diem, S Mougiakakou, C Stettler
Diabetes Care 40 (2), e6-e7, 2016
352016
Multiresolution text detection in video frames
M Anthimopoulos, B Gatos, I Pratikakis
International conference on computer vision theory and applications 2, 161-166, 2007
342007
Dish detection and segmentation for dietary assessment on smartphones
J Dehais, M Anthimopoulos, S Mougiakakou
New Trends in Image Analysis and Processing--ICIAP 2015 Workshops: ICIAP …, 2015
292015
A multimedia database for automatic meal assessment systems
D Allegra, M Anthimopoulos, J Dehais, Y Lu, F Stanco, GM Farinella, ...
New Trends in Image Analysis and Processing–ICIAP 2017: ICIAP International …, 2017
262017
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