Zobrazeno 1 - 10
of 111
pro vyhledávání: '"Tolsgaard, Martin Grønnebaek"'
Autor:
Olsen, Markus Ditlev Sjøgren, Ambsdorf, Jakob, Lin, Manxi, Taksøe-Vester, Caroline, Svendsen, Morten Bo Søndergaard, Christensen, Anders Nymark, Nielsen, Mads, Tolsgaard, Martin Grønnebæk, Feragen, Aasa, Pegios, Paraskevas
Congenital malformations of the brain are among the most common fetal abnormalities that impact fetal development. Previous anomaly detection methods on ultrasound images are based on supervised learning, rely on manual annotations, and risk missing
Externí odkaz:
http://arxiv.org/abs/2408.03654
Autor:
Wong, Chun Kit, Ngo, Mary, Lin, Manxi, Bashir, Zahra, Heen, Amihai, Svendsen, Morten Bo Søndergaard, Tolsgaard, Martin Grønnebæk, Christensen, Anders Nymark, Feragen, Aasa
Despite the rapid development of AI models in medical image analysis, their validation in real-world clinical settings remains limited. To address this, we introduce a generic framework designed for deploying image-based AI models in such settings. U
Externí odkaz:
http://arxiv.org/abs/2404.00032
Autor:
Lin, Manxi, Ambsdorf, Jakob, Sejer, Emilie Pi Fogtmann, Bashir, Zahra, Wong, Chun Kit, Pegios, Paraskevas, Raheli, Alberto, Svendsen, Morten Bo Søndergaard, Nielsen, Mads, Tolsgaard, Martin Grønnebæk, Christensen, Anders Nymark, Feragen, Aasa
We introduce the notion of semantic image quality for applications where image quality relies on semantic requirements. Working in fetal ultrasound, where ranking is challenging and annotations are noisy, we design a robust coarse-to-fine model that
Externí odkaz:
http://arxiv.org/abs/2402.08294
Autor:
Wong, Chun Kit, Lin, Manxi, Raheli, Alberto, Bashir, Zahra, Svendsen, Morten Bo Søndergaard, Tolsgaard, Martin Grønnebæk, Feragen, Aasa, Christensen, Anders Nymark
Publikováno v:
ASMUS 2023. Simplifying Medical Ultrasound pp 13-22. Lecture Notes in Computer Science, vol 14337
Examination of the umbilical artery with Doppler ultrasonography is performed to investigate blood supply to the fetus through the umbilical cord, which is vital for the monitoring of fetal health. Such examination involves several steps that must be
Externí odkaz:
http://arxiv.org/abs/2304.05463
Autor:
Lin, Manxi, Feragen, Aasa, Bashir, Zahra, Tolsgaard, Martin Grønnebæk, Christensen, Anders Nymark
Concept bottleneck models (CBMs) include a bottleneck of human-interpretable concepts providing explainability and intervention during inference by correcting the predicted, intermediate concepts. This makes CBMs attractive for high-stakes decision-m
Externí odkaz:
http://arxiv.org/abs/2211.10630
Autor:
Sendra-Balcells, Carla, Campello, Víctor M., Torrents-Barrena, Jordina, Ahmed, Yahya Ali, Elattar, Mustafa, Botwe, Benard Ohene, Nyangulu, Pempho, Stones, William, Ammar, Mohammed, Benamer, Lamya Nawal, Kisembo, Harriet Nalubega, Sereke, Senai Goitom, Wanyonyi, Sikolia Z., Temmerman, Marleen, Gratacós, Eduard, Bonet, Elisenda, Eixarch, Elisenda, Mikolaj, Kamil, Tolsgaard, Martin Grønnebæk, Lekadir, Karim
Most artificial intelligence (AI) research have concentrated in high-income countries, where imaging data, IT infrastructures and clinical expertise are plentiful. However, slower progress has been made in limited-resource environments where medical
Externí odkaz:
http://arxiv.org/abs/2209.09610
Autor:
Lin, Manxi, Bashir, Zahra, Tolsgaard, Martin Grønnebæk, Christensen, Anders Nymark, Feragen, Aasa
Curvilinear structure segmentation is important in medical imaging, quantifying structures such as vessels, airways, neurons, or organ boundaries in 2D slices. Segmentation via pixel-wise classification often fails to capture the small and low-contra
Externí odkaz:
http://arxiv.org/abs/2205.11115
Autor:
Ekelund, Kim1,2,3 kim.ekelund@regionh.dk, Tolsgaard, Martin Grønnebæk2,4,5, Jacobsen, Rikke Vita Borre1,2,6, Østergaard, Doris1,2, Bader-Larsen, Karlen4
Publikováno v:
Medical Teacher. Jul2024, Vol. 46 Issue 7, p948-955. 8p.
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