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2021
1 Pedersen, André; Valla, Marit; Bofin, Anna Mary; Perez de Frutos, Javier; Reinertsen, Ingerid; Smistad, Erik.
FastPathology: An open-source platform for deep learning-based research and decision support in digital pathology. IEEE Access 2021 ;Volum 9. s. 1-14
NTNU SINTEF STO Untitled
 
2 Salte, Ivar M.; Østvik, Andreas; Smistad, Erik; Melichova, Daniela; Nguyen, Thuy Mi; Karlsen, Sigve; Brunvand, Harald; Haugaa, Kristina H.; Edvardsen, Thor; Løvstakken, Lasse; Grenne, Bjørnar.
Artificial Intelligence for Automatic Measurement of Left Ventricular Strain in Echocardiography. JACC Cardiovascular Imaging 2021 ;Volum 14.(10) s. 1918-1928
SSHF UiO NTNU OUS STO Untitled
 
3 Smistad, Erik.
FAST: A framework for high-performance medical image computing and visualization. Association for Computing Machinery (ACM) 2021 (ISBN 9781450390330)
NTNU SINTEF Untitled
 
4 Østvik, Andreas; Salte, Ivar Mjåland; Smistad, Erik; Nguyen, Thuy Mi; Melichova, Daniela; Brunvand, Harald; Haugaa, Kristina; Edvardsen, Thor; Grenne, Bjørnar; Løvstakken, Lasse.
Myocardial Function Imaging in Echocardiography Using Deep Learning. IEEE Transactions on Medical Imaging 2021 ;Volum 40.(5) s. 1340-1351
NTNU SSHF UiO Untitled
 
2020
5 Leclerc, Sarah; Smistad, Erik; Østvik, Andreas; Cervenansky, Frederic; Espinosa, Florian; Espeland, Torvald; Berg, Erik Andreas Rye; Belhamissi, Mourad; Israilov, Sardor; Grenier, Thomas; Lartizien, Carole; Jodoin, Pierre-Marc; Løvstakken, Lasse; Bernard, Olivier.
LU-Net: A Multistage Attention Network to Improve the Robustness of Segmentation of Left Ventricular Structures in 2-D Echocardiography. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control 2020 ;Volum 67.(12)
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6 Pasdeloup, David Francis Pierre; Østvik, Andreas; Smistad, Erik; Løvstakken, Lasse; Dalen, Håvard; Olaisen, Sindre Hellum; Grønli, Thomas.
Automatic Apical Standard Views extraction from 3D ultrasound volumes using Deep Learning. Virtual IEEE IUS Symposium; 2020-09-06 - 2020-09-11
NTNU Untitled
 
7 Smistad, Erik.
Eksempler og utfordringer i maskinlæringsbasert bildeanalyse innen ultralyd, CT, MR og digital patologi. Medisinsk bildebehandling og maskinlæring; 2020-10-12
NTNU Untitled
 
8 Smistad, Erik.
Treff nerven med ultralyd og kunstig intelligens. forskning.no 2020
NTNU Untitled
 
9 Smistad, Erik; Østvik, Andreas; Salte, Ivar Mjåland; Melichova, Daniela; Nguyen, Thuy Mi; Haugaa, Kristina; Brunvand, Harald; Edvardsen, Thor; Leclerc, Sarah; Bernard, Olivier; Grenne, Bjørnar; Løvstakken, Lasse.
Real-Time Automatic Ejection Fraction and Foreshortening Detection Using Deep Learning. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control 2020 ;Volum 67.(12) s. 2595-2604
NTNU OUS SINTEF SSHF STO UiO Untitled
 
2019
10 Ekroll, Ingvild Kinn; Avdal, Jørgen; Viggen, Erlend Magnus; Søyland, Annichen; David, Pasdeloup; Smistad, Erik.
Prøv maskinlæringsspillet og se hjertet med ultralyd <3. Ungdommens forskernatt; 2019-09-27
NTNU Untitled
 
11 Leclerc, Sarah; Smistad, Erik; Grenier, Thomas; Lartizien, Carole; Østvik, Andreas; Cervenansky, Frederic; Espinosa, Florian; Espeland, Torvald; Berg, Erik Andreas Rye; Jodoin, Pierre-Marc; Løvstakken, Lasse; Bernard, Olivier.
RU-Net: A Refining Segmentation Network for 2D Echocardiography. IEEE International Ultrasonics Symposium (IUS); 2019-10-06 - 2019-10-09
NTNU Untitled
 
12 Leclerc, Sarah; Smistad, Erik; Grenier, Thomas; Lartizien, Carole; Østvik, Andreas; Cervenansky, Frederic; Espinosa, Florian; Espeland, Torvald; Berg, Erik Andreas Rye; Jodoin, Pierre-Marc; Løvstakken, Lasse; Bernard, Olivier.
RU-Net: A refining segmentation network for 2D echocardiography. Proceedings - IEEE Ultrasonics Symposium 2019 ;Volum 2019-October. s. 1160-1163
NTNU STO Untitled
 
13 Leclerc, Sarah; Smistad, Erik; Pedrosa, Joao; Østvik, Andreas; Cervenansky, Frederic; Espinosa, Florian; Espeland, Torvald; Berg, Erik Andreas Rye; Jodoin, Pierre-Marc; Grenier, Thomas; Lartizien, Carole; D'Hooge, Jan R M; Løvstakken, Lasse; Bernard, Olivier.
Deep Learning for Segmentation using an Open Large-Scale Dataset in 2D Echocardiography. IEEE Transactions on Medical Imaging 2019 ;Volum 38.(9) s. 2198-2210
NTNU STO Untitled
 
14 Leclerc, Sarah; Smistad, Erik; Østvik, Andreas; Cervenansky, Frederic; Espinosa, Florian; Espeland, Torvald; Berg, Erik Andreas Rye; Jodoin, Pierre-Marc; Grenier, Thomas; Lartizien, Carole; Løvstakken, Lasse; Bernard, Olivier.
Deep Learning Segmentation in 2D echocardiography using the CAMUS dataset : Automatic Assessment of the Anatomical Shape Validity. International Conference on Medical Imaging with Deep Learning; 2019-07-08 - 2019-07-10
NTNU Untitled
 
15 Løvstakken, Lasse; Østvik, Andreas; Smistad, Erik.
Deep learning for automated anatomical and deformation measurements in echocardiography. Annual congress of the Belgian working group on non-invasive cardiac imaging; 2019-10-24 - 2019-10-26
NTNU Untitled
 
16 Løvstakken, Lasse; Østvik, Andreas; Smistad, Erik.
Deep learning for automated anatomical and deformation measurements in echocardiography. Leuven Meeting on Myocardial Function Imaging; 2019-02-07 - 2019-02-09
NTNU Untitled
 
17 Løvstakken, Lasse; Østvik, Andreas; Smistad, Erik.
Kunstig intelligens for en mer effektiv og treffsikker ekkokardiografi. Kardiologisk høstmøte; 2019-10-24 - 2019-10-26
NTNU Untitled
 
18 Løvstakken, Lasse; Østvik, Andreas; Smistad, Erik.
Machine learning for improved echocardiography. The Artimino Conference on Medical Ultrasound Technology; 2019-06-23 - 2019-06-26
NTNU Untitled
 
19 Pasdeloup, David Francis Pierre; Østvik, Andreas; Smistad, Erik; Løvstakken, Lasse.
Retraining strategies for improved generalization of deep neural networks. IEEE International Ultrasonics symposium; 2019-10-06 - 2019-10-09
NTNU Untitled
 
20 Smistad, Erik.
Kunstig intelligens i medisinsk bildediagnostikk - muligheter og utfordringer. HEMIT konferansen 2019; 2019-08-19
NTNU Untitled
 
21 Smistad, Erik.
Machine learning and artificial intelligence in medical imaging. Forelesning for NTNU IKOM; 2019-03-04
NTNU Untitled
 
22 Smistad, Erik.
Machine learning in medical imaging. SINTEF Digital Kick off; 2019-01-30
NTNU Untitled
 
23 Smistad, Erik.
Maskiner ser nå bedre enn de beste av oss. Aftenposten [Avis] 2019-11-29
NTNU Untitled
 
24 Smistad, Erik.
Maskinlæring i ultralyd. Ultralydsymposium; 2019-04-03 - 2019-04-05
NTNU Untitled
 
25 Smistad, Erik.
Maskinlæring og kunstig intelligens i medisinsk bildeanalyse. Årsmøte den norske patologforening; 2019-03-07
NTNU Untitled
 
26 Smistad, Erik; Salte, Ivar Mjåland; Østvik, Andreas; Leclerc, Sarah; Bernard, Olivier; Løvstakken, Lasse.
Segmentation of apical long axis, four- and two-chamber views using deep neural networks. IEEE International Ultrasonics Symposium (IUS); 2019-10-06 - 2019-10-10
NTNU Untitled
 
27 Smistad, Erik; Salte, Ivar Mjåland; Østvik, Andreas; Leclerc, Sarah; Bernard, Olivier; Løvstakken, Lasse.
Segmentation of apical long axis, four- and two-chamber views using deep neural networks. Proceedings - IEEE Ultrasonics Symposium 2019 ;Volum 2019-October. s. 8-11
NTNU SINTEF SSHF Untitled
 
28 Smistad, Erik; Østvik, Andreas; Pedersen, André.
High performance neural network inference, streaming, and visualization of medical images using FAST. IEEE Access 2019 ;Volum 7. s. 136310-136321
NTNU SINTEF Untitled
 
29 Østvik, Andreas; Bø, Lars Eirik; Smistad, Erik.
EchoBot: An open-source robotic ultrasound system. IPCAI 2019; 2019-06-18 - 2019-06-19
NTNU SINTEF Untitled
 
30 Østvik, Andreas; Bø, Lars Eirik; Smistad, Erik.
EchoBot: An open-source robotic ultrasound system. IPCAI 2019; 2019-06-18 - 2019-06-19
NTNU SINTEF Untitled
 
31 Østvik, Andreas; Salte, Ivar Mjåland; Smistad, Erik; Løvstakken, Lasse.
Adapting deep learning based motion estimation for myocardial function imaging. IEEE International Ultrasonics Symposium (IUS); 2019-10-06 - 2019-10-09
NTNU Untitled
 
32 Østvik, Andreas; Smistad, Erik; Løvstakken, Lasse.
Machine learning in Echocardiography​. Cardiac Imaging Day; 2019-10-17 - 2019-10-18
NTNU SINTEF Untitled
 
2018
33 Dietrichson, Fabian Sødal; Smistad, Erik; Østvik, Andreas; Løvstakken, Lasse.
Ultrasound speckle reduction using generative adversial networks. Proceedings - IEEE Ultrasonics Symposium 2018 ;Volum 2018-October:8579764. s. -
NTNU SINTEF Untitled
 
34 Dietrichson, Fabian Sødal; Smistad, Erik; Østvik, Andreas; Løvstakken, Lasse.
Ultrasound speckle reduction using generative adversial networks. IEEE International Ultrasonics Symposium 2018; 2018-10-22 - 2018-10-25
NTNU Untitled
 
35 Ekroll, Ingvild Kinn; Avdal, Jørgen; Fatemi, Ali; Halvorsrød, Marlene Iversen; Fiorentini, Stefano; Viggen, Erlend Magnus; Smistad, Erik.
Se hjertet ditt med ultralyd. Ungdommens forskernatt; 2018-09-28 - 2018-09-28
NTNU Untitled
 
36 Fiorito, Adrian Meidell; Østvik, Andreas; Smistad, Erik; Leclerc, Sarah; Bernard, Olivier; Løvstakken, Lasse.
Detection of Cardiac Events in Echocardiography using 3D Convolutional Recurrent Neural Networks. Proceedings - IEEE Ultrasonics Symposium 2018 s. -
NTNU Untitled
 
37 Fiorito, Adrian Meidell; Østvik, Andreas; Smistad, Erik; Leclerc, Sarah; Bernard, Olivier; Løvstakken, Lasse.
Detection of Cardiac Events in Echocardiography using 3D Convolutional Recurrent Neural Networks. IEEE International Ultrasonics Symposium 2018; 2018-10-22 - 2018-10-25
NTNU Untitled
 
38 Leclerc, Sarah; Smistad, Erik; Grenier, Thomas; Lartizien, Carole; Østvik, Andreas; Espinosa, Florian; Jodoin, Pierre-Marc; Løvstakken, Lasse; Bernard, Olivier.
Deep learning applied to multi-structure segmentation in 2D echocardiography: A preliminary investigation of the required database size. IEEE International Ultrasonics Symposium 2018; 2018-10-22 - 2018-10-25
NTNU Untitled
 
39 Leclerc, Sarah; Smistad, Erik; Grenier, Thomas; Lartizien, Carole; Østvik, Andreas; Espinosa, Florian; Jodoin, Pierre-Marc; Løvstakken, Lasse; Bernard, Olivier.
Deep learning applied to multi-structure segmentation in 2D echocardiography: A preliminary investigation of the required database size. Proceedings - IEEE Ultrasonics Symposium 2018 s. -
NTNU Untitled
 
40 Løvstakken, Lasse; Østvik, Andreas; Smistad, Erik.
Machine learning in echocardiography, can we trust it?. EuroEcho; 2018-12-05 - 2018-12-08
NTNU Untitled
 
41 Smistad, Erik.
Automatisk tolkning av ultralydbilder innen anestesi. Ukentlig fagmøte; 2018-08-28
NTNU Untitled
 
42 Smistad, Erik.
Introduction to deep learning with examples from ultrasound imaging. CIUS Fall conference; 2018-11-27
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43 Smistad, Erik.
Machine learning in medical imaging. Hadean ventures investor event; 2018-11-13
NTNU Untitled
 
44 Smistad, Erik; Johansen, Kaj Fredrik; Iversen, Daniel Høyer; Reinertsen, Ingerid.
Highlighting nerves and blood vessels for ultrasound guided axillary nerve block procedures using neural networks. Journal of Medical Imaging 2018 ;Volum 5.(4) s. -
SINTEF STO Untitled
 
45 Smistad, Erik; Østvik, Andreas; Salte, Ivar Mjåland; Leclerc, Sarah; Bernard, Olivier; Løvstakken, Lasse.
Fully automatic real-time ejection fraction and MAPSE measurements in 2D echocardiography using deep neural networks. IEEE International Ultrasonics Symposium 2018; 2018-10-22 - 2018-10-25
NTNU Untitled
 
46 Smistad, Erik; Østvik, Andreas; Salte, Ivar Mjåland; Leclerc, Sarah; Bernard, Olivier; Løvstakken, Lasse.
Fully automatic real-time ejection fraction and MAPSE measurements in 2D echocardiography using deep neural networks. Proceedings - IEEE Ultrasonics Symposium 2018 s. -
NTNU SINTEF SSHF Untitled
 
47 Østvik, Andreas; Smistad, Erik; Aase, Svein Arne; Haugen, Bjørn Olav; Løvstakken, Lasse.
Real-time Standard View Classification in Transthoracic Echocardiography using Convolutional Neural Networks. Ultrasound in Medicine and Biology 2018 s. -
NTNU SINTEF Untitled
 
48 Østvik, Andreas; Smistad, Erik; Espeland, Torvald; Berg, Erik Andreas Rye; Løvstakken, Lasse.
Automatic functional imaging in echocardiography using deep learning based segmentation and flow estimation. IEEE International Ultrasonics Symposium 2018; 2018-10-22 - 2018-10-25
NTNU Untitled
 
49 Østvik, Andreas; Smistad, Erik; Espeland, Torvald; Berg, Erik Andreas Rye; Løvstakken, Lasse.
Automatic Myocardial Strain Imaging in Echocardiography Using Deep Learning. MICCAI 2018, 4th Workshop on Deep Learning in Medical Image Analysis (DLMIA); 2018-09-16 - 2018-09-20
NTNU Untitled
 
50 Østvik, Andreas; Smistad, Erik; Espeland, Torvald; Berg, Erik Andreas Rye; Løvstakken, Lasse.
Automatic Myocardial Strain Imaging in Echocardiography Using Deep Learning. Lecture Notes in Computer Science (LNCS) 2018 ;Volum 11045 LNCS. s. 309-316
NTNU SINTEF STO Untitled
 
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