Luca Tomasetti
forskningsassistent
Institutt for data- og elektroteknologi
forskningsassistent
Tomasetti, Luca; Hansen, Stine; Khanmohammadi, Mahdieh; Engan, Kjersti; Høllesli, Liv Jorunn; Kurz, Kathinka Dæhli; Kampffmeyer, Michael Christian
(2023)
Self-Supervised Few-Shot Learning for Ischemic Stroke Lesion Segmentation.IEEE International Symposium on Biomedical Imaging.
ISSN 1945-7928.
Tomasetti, Luca; Engan, Kjersti; Høllesli , Liv Jorunn; Kurz, Kathinka Dæhli; Khanmohammadi, Mahdieh
(2023)
CT Perfusion is All We Need: 4D CNN Segmentation of Penumbra and Core in Patients With Suspected Acute Ischemic Stroke.IEEE Access.
ISSN 2169-3536.
Volum 11.
s.138936-138953.
Kanwal, Neel; Amundsen, Roger; Hardarddottir, Helga; Tomasetti, Luca; Undersrud, Erling Sandøy; Janssen, Emiel; Engan, Kjersti
(2023)
Detection and localization of melanoma skin cancer in histopathological whole slide images. I: 31st European Signal Processing Conference (EUSIPCO 2023).IEEE conference proceedings.
ISBN 978-9-4645-9360-0.
s.975-979.
Tomasetti, Luca; Khanmohammadi, Mahdieh; Engan, Kjersti; Høllesli, Liv Jorunn; Kurz, Kathinka Dæhli
(2022)
Multi-input segmentation of damaged brain in acute ischemic stroke patients using slow fusion with skip connection.Proceedings of the Northern Lights Deep Learning Workshop.
Volum 3.
DOI: 10.7557/18.6223
Tomasetti, Luca; Høllesli, Liv Jorunn; Engan, Kjersti; Kurz, Kathinka Dæhli; Kurz, Friedrich Martin Wilhelm; Khanmohammadi, Mahdieh
(2021)
Machine learning algorithms vs. thresholding to segment ischemic regions in patients with acute ischemic stroke .IEEE journal of biomedical and health informatics.
ISSN 2168-2194.
s.1-12.
Tomasetti, Luca; Engan, Kjersti; Khanmohammadi, Mahdieh; Kurz, Kathinka Dæhli
(2020)
CNN based segmentation of infarcted regions in acute cerebral stroke patients from computed tomography perfusion imaging. I: BCB 20 : 11th ACM international conference on iioinformatics computational biology and health informatics : Virtual event USA September, 2020.Association for Computing Machinery (ACM).
ISBN 9781450379649.
Høllesli , Liv Jorunn; Tomasetti, Luca; Mouridsen, Kim; Schulz, Jörn; Kurz, Martin; Kurz, Kathinka Dæhli
(2023)
The combination of CBV and transit time coefficient variation seems promising in predicting tissue outcome in large vessel occlusion AIS with subsequent recanalization.
European Stroke Organisation Conference 2023;
2023-05-24 - 2023-05-26.
Høllesli , Liv Jorunn; Tomasetti, Luca; Engan, Kjersti; Schulz, Jörn; Mouridsen, Kim; Kurz, Kathinka Dæhli
(2023)
The combination of CBF and transit time coefficient variation seems promising in predicting tissue outcome in patients with acute ischemic stroke and large vessel occlusions .
European Stroke Organisation Conference 2023;
2023-05-24 - 2023-05-26.
Høllesli , Liv Jorunn; Tomasetti, Luca; Mouridsen, Kim; Kurz, Martin; Engan, Kjersti; Khanmohammadi, Mahdieh; Fjetland, Lars; Kurz, Kathinka Dæhli
(2023)
In patients with large vessel occlusion acute ischemic stroke, the distribution of CTP capillary transit time heterogeneity voxel values differs in recanalized versus non-recanalized patients.
European Stroke Organisation Conference 2023;
2023-05-24 - 2023-05-26.
Kanwal, Neel; Roger, Amundsen; Hardardottir, Helga; Tomasetti, Luca; Undersrud, Erling Sandøy; Janssen, Emiel; Engan, Kjersti
(2023)
Detection and Localization of Melanoma Skin Cancer in Histopathological Whole Slide Images.
EUSIPCO 2023;
2023-09-04 - 2023-09-08.
Høllesli, Liv Jorunn; Tomasetti, Luca; Khanmohammadi, Mahdieh; Engan, Kjersti; Schulz, Jörn; Kurz, Friedrich Martin Wilhelm; Kurz, Kathinka Dæhli
(2022)
Kombinasjon av de parametriske CT perfusjonskartene TTP og CoV i pasienter med akutt ischemisk hjerneslag uten storkarsokklusjon predikerer penumbra. .
Radiologisk høstmøte 2022;
2022-10-26 - 2022-10-28.
Tomasetti, Luca; Khanmohammadi, Mahdieh; Høllesli , Liv Jorunn; Kurz, Kathinka Dæhli; Engan, Kjersti
(2022)
Predictions of infarcted areas in acute ischemic stroke using 4D TCN.
hAIst Conference ;
2022-06-13 - 2022-06-14.
Tomasetti, Luca; Khanmohammadi, Mahdieh; Engan, Kjersti; Høllesli , Liv Jorunn; Kurz, Kathinka Dæhli
(2022)
Multi-input segmentation of damaged brain in acute ischemic stroke patients using slow fusion with skip connection.
Proceedings of the Northern Lights Deep Learning Workshop;
2022-01-10 - 2022-01-12.
Tomasetti, Luca; Khanmohammadi, Mahdieh; Høllesli , Liv Jorunn; Kurz, Kathinka Dæhli; Engan, Kjersti
(2022)
Predictions of infarcted areas in acute ischemic stroke using 4D Temporal Convolution Network.
NORA Annual Conference 2022;
2022-06-09 - 2022-06-10.
Høllesli , Liv Jorunn; Tomasetti, Luca
(2022)
Perfusion computed tomography (CTP) in acute ischemic stroke.
Health-related Artificial Intelligence in Stavanger (hAIst) Conference;
2022-06-13 - 2022-06-14.
Tomasetti, Luca
(2020)
CNN Based Segmentation of Infarcted Regions in Acute Cerebral Stroke Patients From Computed Tomography Perfusion Imaging.
BCB '20: 11th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics Virtual Event USA September, 2020;
2020-09-21 - 2020-09-24.
Tomasetti, Luca; Engan, Kjersti; Khanmohammadi, Mahdieh; Kurz, Kathinka Dæhli
(2020)
mJ-Net: CNN based segmentation of infarcted regions in ischemic cerebral stroke from CTP imaging.
Northern Lights Deep Learning Workshop 2020;
2020-01-19 - 2020-01-21.
Tomasetti, Luca; Engan, Kjersti; Khanmohammadi, Mahdieh; Kurz, Kathinka Dæhli
(2020)
Automatic segmentation of infarcted regions from computed tomography perfusion imaging using 3D Convolutional Neural Network.
9th International Conference on Neurological Disorders and Stroke;
2020-02-28 - 2020-02-29.
Engan, Kjersti; Wetteland, Rune; Tomasetti, Luca
(2019)
Artificial Intelligence in medicine with examples in Digital Pathology and Computed Tomography Perfusion.
Rice Data Science Conference 2019;
2019-10-14 - 2019-10-15.