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M

Mateusz Koziński

Graz University of Technology

15H-index
61Paper Count
965Citation Count
Published Papers 7
Publication Date
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Harnessing deep learning to detect bronchiolitis obliterans syndrome from chest CT
errCOMMUNICATIONS MEDICINE
IF6.3
err2025-01-16
err0
errOAAI
errKozinski, Mateusz; Oner, Doruk; Gwizdala, Jakub; Beigelman-Aubry, Catherine; Fua, Pascal; Koutsokera, Angela; Casutt, Alessio; Vraka, Argyro; De Palma, Michele; Aubert, John-David; Bischof, Horst; von Garnier, Christophe; Rahi, Sahand Jamal; Urschler, Martin; Mansouri, Nahal
errShare
errSave
Partial annotations inactive learning for semantic segmentation
errAUTOMATION IN CONSTRUCTION
IF11.5
err2024-12-01
err0
errOAAI
errPantoja-Rosero, B. G.; Chassignet, A.; Rezaie, A.; Kozinski, M.; Achanta, R.; Beyer, K.
errShare
errSave
Adjusting the Ground Truth Annotations for Connectivity-Based Learning to Delineate
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2022-12-01
err1
errOAAI
errOner, Doruk; Kozinski, Mateusz; Citraro, Lenoardo; Fua, Pascal
errShare
errSave
Generating LOD3 building models from structure-from-motion and semantic segmentation
errAUTOMATION IN CONSTRUCTION
IF11.5
err2022-09-01
err34
errOAAI
errPantoja-Rosero, B. G.; Achanta, R.; Kozinski, M.; Fua, P.; Perez-Cruz, F.; Beyer, K.
errShare
errSave
TOPO-Loss for continuity-preserving crack detection using deep learning
errCONSTRUCTION AND BUILDING MATERIALS
IF8
err2022-08-01
err26
errOAAI
errPantoja-Rosero, B. G.; Oner, D.; Kozinski, M.; Achanta, R.; Fua, P.; Perez-Cruz, F.; Beyer, K.
errShare
errSave
A convolutional neural network segments yeast microscopy images with high accuracy
errNATURE COMMUNICATIONS
IF15.7
err2020-11-12
err66
errOAAI
errDietler, Nicola; Minder, Matthias; Gligorovski, Vojislav; Economou, Augoustina Maria; Joly, Denis Alain Henri Lucien; Sadeghi, Ahmad; Chan, Chun Hei Michael; Kozinski, Mateusz; Weigert, Martin; Bitbol, Anne-Florence; Rahi, Sahand Jamal
errShare
errSave
Tracing in 2D to reduce the annotation effort for 3D deep delineation of linear structures
errMEDICAL IMAGE ANALYSIS
IF11.8
err2020-02-01
err15
errOAAI
errKozinski, Mateusz; Mosinska, Agata; Salzmann, Mathieu; Fua, Pascal
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errSave

Research Directions

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Co-authors
Cooperation Journals
P
Pascal Fua
H-index: 98 · Papers: 764
H
Horst Bischof
H-index: 86 · Papers: 929
M
Michele De Palma
H-index: 66 · Papers: 224
M
Mathieu Salzmann
H-index: 59 · Papers: 462
M
Martin Weigert
H-index: 51 · Papers: 184
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