David Nicolas Jean-Marie Bouget
Publications
2024
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Bouget, David Nicolas Jean-Marie.
(2024)
TEST.
Applied Energy
Academic article
2023
-
Bouget, David Nicolas Jean-Mar;
Alsinan, Demah;
Gaitan, Valeria;
Helland, Ragnhild Holden;
Pedersen, Andre;
Solheim, Ole Skeidsvoll.
(2023)
Raidionics: an open software for pre- and postoperative central nervous system tumor segmentation and standardized reporting.
Scientific Reports
Academic article
-
Perez de Frutos, Javier;
Pedersen, Andre;
Pelanis, Egidijus;
Bouget, David Nicolas Jean-Mar;
Survarachakan, Shanmugapriya;
Langø, Thomas.
(2023)
Learning deep abdominal CT registration through adaptive loss weighting and synthetic data generation.
PLOS ONE
Academic article
-
Haram, Karin Margrete;
Hansen, Rune;
Bouget, David Nicolas Jean-Marie;
Myhre, Ola Finneng;
Davies, Catharina de Lange;
Hofsli, Eva.
(2023)
Treatment of Liver Metastases With Focused Ultrasound and Microbubbles in Patients With Colorectal Cancer Receiving Chemotherapy.
Ultrasound in Medicine and Biology
Academic article
-
Helland, Ragnhild Holden;
Ferles, Alexandros;
Pedersen, Andre;
Kommers, Ivar;
Ardon, Hilko;
Barkhof, Frederik.
(2023)
Segmentation of glioblastomas in early post-operative multi-modal MRI with deep neural networks.
Scientific Reports
Academic article
-
Strand, Per Sveino;
Wågø, Kathrine Jørgensen;
Pedersen, Andre;
Reinertsen, Ingerid Reime;
Näslund, Olivia;
Jakola, Asgeir Store.
(2023)
Growth dynamics of untreated meningiomas.
Neuro-Oncology Advances (NOA)
Academic article
2022
-
Perez de Frutos, Javier;
Pedersen, Andre;
Pelanis, Egidijus;
Bouget, David Nicolas Jean-Mar;
Survarachakan, Shanmugapriya;
Langø, Thomas.
(2022)
Train smarter, not harder: learning deep abdominal CT registration on scarce data.
arXiv
Academic article
-
Pedersen, André;
Smistad, Erik;
Rise, Tor Vikan;
Dale, Vibeke Grotnes;
Pettersen, Henrik P Sahlin;
Nordmo, Tor-Arne Schmidt.
(2022)
H2G-Net: A multi-resolution refinement approach for segmentation of breast cancer region in gigapixel histopathological images.
Frontiers in medicine
Academic article
-
Bouget, David Nicolas Jean-Mar;
Pedersen, André;
Vanel, Johanna;
Leira, Håkon Olav;
Langø, Thomas.
(2022)
Mediastinal lymph nodes segmentation using 3D convolutional neural network ensembles and anatomical priors guiding.
Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization
Academic article
-
Bouget, David Nicolas Jean-Mar;
Pedersen, André;
Jakola, Asgeir S.;
Kavouridis, Vasileios;
Emblem, Kyrre Eeg;
Eijgelaar, Roelant S.
(2022)
Preoperative Brain Tumor Imaging: Models and Software for Segmentation and Standardized Reporting.
Frontiers in Neurology
Academic article
-
Schei, Stine;
Solheim, Ole;
Salvesen, Øyvind;
Hjermstad, Marianne Jensen;
Bouget, David Nicolas Jean-Marie;
Sagberg, Lisa Millgård.
(2022)
Pretreatment patient-reported cognitive function in patients with diffuse glioma.
Acta Neurochirurgica
Academic article
2021
-
Bouget, David Nicolas Jean-Marie;
Pedersen, André;
Hosainey, Sayied Abdol Mohieb;
Solheim, Ole;
Reinertsen, Ingerid.
(2021)
Meningioma Segmentation in T1-Weighted MRI Leveraging Global Context and Attention Mechanisms.
Frontiers in Radiology
Academic article
-
Bouget, David Nicolas Jean-Marie;
Eijgelaar, Roelant;
Pedersen, André;
Kommers, Ivar;
Ardon, Hilko;
Barkhof, Frederik.
(2021)
Glioblastoma Surgery Imaging-Reporting and Data System: Validation and Performance of the Automated Segmentation Task.
Cancers
Academic article
-
Kommers, Ivar;
Bouget, David Nicolas Jean-Marie;
Pedersen, André;
Eijgelaar, Roelant;
Ardon, Hilko;
Barkhof, Frederik.
(2021)
Glioblastoma Surgery Imaging—Reporting and Data System: Standardized Reporting of Tumor Volume, Location, and Resectability Based on Automated Segmentations.
Cancers
Academic article
-
Bouget, David Nicolas Jean-Marie;
Pedersen, André;
Hosainey, Sayied Abdol Mohieb;
Vanel, Johanna;
Solheim, Ole;
Reinertsen, Ingerid.
(2021)
Fast meningioma segmentation in T1-weighted magnetic resonance imaging volumes using a lightweight 3D deep learning architecture.
Journal of Medical Imaging
Academic article
-
Strand, Per Sveino;
Berntsen, Erik Magnus;
Fyllingen, Even Hovig;
Sagberg, Lisa Millgård;
Reinertsen, Ingerid;
Gulati, Sasha.
(2021)
Brain infarctions after glioma surgery: prevalence, radiological characteristics and risk factors.
Acta Neurochirurgica
Academic article
-
Hosainey, Sayied Abdol Mohieb;
Bouget, David Nicolas Jean-Marie;
Reinertsen, Ingerid;
Sagberg, Lisa Millgård;
Torp, Sverre Helge;
Jakola, Asgeir Store.
(2021)
Are there predilection sites for intracranial meningioma? A population-based atlas.
Neurosurgical review
Academic article
2020
-
Jakola, Asgeir S;
Bouget, David Nicolas Jean-Marie;
Reinertsen, Ingerid;
Skjulsvik, Anne Jarstein;
Sagberg, Lisa Millgård;
Bø, Hans Kristian.
(2020)
Spatial distribution of malignant transformation in patients with low-grade glioma.
Journal of Neuro-Oncology
Academic article
2019
-
Bouget, David Nicolas Jean-Marie;
Jørgensen, Arve;
Kiss, Gabriel;
Leira, Håkon Olav;
Langø, Thomas.
(2019)
Semantic segmentation and detection of mediastinal lymph nodes and anatomical structures in CT data for lung cancer staging.
International Journal of Computer Assisted Radiology and Surgery
Academic article
2018
-
Javaux, Allan;
Bouget, David Nicolas Jean-Marie;
Gruijthuijsen, Caspar;
Stoyanov, Danail;
Vercauteren, Tom;
Ourselin, Sebastien.
(2018)
A mixed-reality surgical trainer with comprehensive sensing for fetal laser minimally invasive surgery.
International Journal of Computer Assisted Radiology and Surgery
Academic article
Journal publications
-
Bouget, David Nicolas Jean-Marie.
(2024)
TEST.
Applied Energy
Academic article
-
Bouget, David Nicolas Jean-Mar;
Alsinan, Demah;
Gaitan, Valeria;
Helland, Ragnhild Holden;
Pedersen, Andre;
Solheim, Ole Skeidsvoll.
(2023)
Raidionics: an open software for pre- and postoperative central nervous system tumor segmentation and standardized reporting.
Scientific Reports
Academic article
-
Perez de Frutos, Javier;
Pedersen, Andre;
Pelanis, Egidijus;
Bouget, David Nicolas Jean-Mar;
Survarachakan, Shanmugapriya;
Langø, Thomas.
(2023)
Learning deep abdominal CT registration through adaptive loss weighting and synthetic data generation.
PLOS ONE
Academic article
-
Haram, Karin Margrete;
Hansen, Rune;
Bouget, David Nicolas Jean-Marie;
Myhre, Ola Finneng;
Davies, Catharina de Lange;
Hofsli, Eva.
(2023)
Treatment of Liver Metastases With Focused Ultrasound and Microbubbles in Patients With Colorectal Cancer Receiving Chemotherapy.
Ultrasound in Medicine and Biology
Academic article
-
Helland, Ragnhild Holden;
Ferles, Alexandros;
Pedersen, Andre;
Kommers, Ivar;
Ardon, Hilko;
Barkhof, Frederik.
(2023)
Segmentation of glioblastomas in early post-operative multi-modal MRI with deep neural networks.
Scientific Reports
Academic article
-
Strand, Per Sveino;
Wågø, Kathrine Jørgensen;
Pedersen, Andre;
Reinertsen, Ingerid Reime;
Näslund, Olivia;
Jakola, Asgeir Store.
(2023)
Growth dynamics of untreated meningiomas.
Neuro-Oncology Advances (NOA)
Academic article
-
Perez de Frutos, Javier;
Pedersen, Andre;
Pelanis, Egidijus;
Bouget, David Nicolas Jean-Mar;
Survarachakan, Shanmugapriya;
Langø, Thomas.
(2022)
Train smarter, not harder: learning deep abdominal CT registration on scarce data.
arXiv
Academic article
-
Pedersen, André;
Smistad, Erik;
Rise, Tor Vikan;
Dale, Vibeke Grotnes;
Pettersen, Henrik P Sahlin;
Nordmo, Tor-Arne Schmidt.
(2022)
H2G-Net: A multi-resolution refinement approach for segmentation of breast cancer region in gigapixel histopathological images.
Frontiers in medicine
Academic article
-
Bouget, David Nicolas Jean-Mar;
Pedersen, André;
Vanel, Johanna;
Leira, Håkon Olav;
Langø, Thomas.
(2022)
Mediastinal lymph nodes segmentation using 3D convolutional neural network ensembles and anatomical priors guiding.
Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization
Academic article
-
Bouget, David Nicolas Jean-Mar;
Pedersen, André;
Jakola, Asgeir S.;
Kavouridis, Vasileios;
Emblem, Kyrre Eeg;
Eijgelaar, Roelant S.
(2022)
Preoperative Brain Tumor Imaging: Models and Software for Segmentation and Standardized Reporting.
Frontiers in Neurology
Academic article
-
Schei, Stine;
Solheim, Ole;
Salvesen, Øyvind;
Hjermstad, Marianne Jensen;
Bouget, David Nicolas Jean-Marie;
Sagberg, Lisa Millgård.
(2022)
Pretreatment patient-reported cognitive function in patients with diffuse glioma.
Acta Neurochirurgica
Academic article
-
Bouget, David Nicolas Jean-Marie;
Pedersen, André;
Hosainey, Sayied Abdol Mohieb;
Solheim, Ole;
Reinertsen, Ingerid.
(2021)
Meningioma Segmentation in T1-Weighted MRI Leveraging Global Context and Attention Mechanisms.
Frontiers in Radiology
Academic article
-
Bouget, David Nicolas Jean-Marie;
Eijgelaar, Roelant;
Pedersen, André;
Kommers, Ivar;
Ardon, Hilko;
Barkhof, Frederik.
(2021)
Glioblastoma Surgery Imaging-Reporting and Data System: Validation and Performance of the Automated Segmentation Task.
Cancers
Academic article
-
Kommers, Ivar;
Bouget, David Nicolas Jean-Marie;
Pedersen, André;
Eijgelaar, Roelant;
Ardon, Hilko;
Barkhof, Frederik.
(2021)
Glioblastoma Surgery Imaging—Reporting and Data System: Standardized Reporting of Tumor Volume, Location, and Resectability Based on Automated Segmentations.
Cancers
Academic article
-
Bouget, David Nicolas Jean-Marie;
Pedersen, André;
Hosainey, Sayied Abdol Mohieb;
Vanel, Johanna;
Solheim, Ole;
Reinertsen, Ingerid.
(2021)
Fast meningioma segmentation in T1-weighted magnetic resonance imaging volumes using a lightweight 3D deep learning architecture.
Journal of Medical Imaging
Academic article
-
Strand, Per Sveino;
Berntsen, Erik Magnus;
Fyllingen, Even Hovig;
Sagberg, Lisa Millgård;
Reinertsen, Ingerid;
Gulati, Sasha.
(2021)
Brain infarctions after glioma surgery: prevalence, radiological characteristics and risk factors.
Acta Neurochirurgica
Academic article
-
Hosainey, Sayied Abdol Mohieb;
Bouget, David Nicolas Jean-Marie;
Reinertsen, Ingerid;
Sagberg, Lisa Millgård;
Torp, Sverre Helge;
Jakola, Asgeir Store.
(2021)
Are there predilection sites for intracranial meningioma? A population-based atlas.
Neurosurgical review
Academic article
-
Jakola, Asgeir S;
Bouget, David Nicolas Jean-Marie;
Reinertsen, Ingerid;
Skjulsvik, Anne Jarstein;
Sagberg, Lisa Millgård;
Bø, Hans Kristian.
(2020)
Spatial distribution of malignant transformation in patients with low-grade glioma.
Journal of Neuro-Oncology
Academic article
-
Bouget, David Nicolas Jean-Marie;
Jørgensen, Arve;
Kiss, Gabriel;
Leira, Håkon Olav;
Langø, Thomas.
(2019)
Semantic segmentation and detection of mediastinal lymph nodes and anatomical structures in CT data for lung cancer staging.
International Journal of Computer Assisted Radiology and Surgery
Academic article
-
Javaux, Allan;
Bouget, David Nicolas Jean-Marie;
Gruijthuijsen, Caspar;
Stoyanov, Danail;
Vercauteren, Tom;
Ourselin, Sebastien.
(2018)
A mixed-reality surgical trainer with comprehensive sensing for fetal laser minimally invasive surgery.
International Journal of Computer Assisted Radiology and Surgery
Academic article
Knowledge Transfer
2023
-
PosterHelland, Ragnhild Holden; Ferles, Alexandros; Bouget, David Nicolas Jean-Mar; Eijgelaar, Roelant S.; Solheim, Ole Skeidsvoll; De Witt Hamer, Philip C.. (2023) Segmentation of post-operative MRI of glioblastoma - Posterpresentation NLDL2023. UiT Machine Learning group, UiT The Arctic University of Norway and Visual Intelligence Northern Lights Deep Learning (NLDL) Conference 2023 , Tromsø 2023-01-09 - 2023-01-13
2022
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PosterHelland, Ragnhild Holden; Bouget, David Nicolas Jean-Mar; Ferles, Alexandros; Eijgelaar, Roelant S.; Solheim, Ole; De Witt Hamer, Philip C.. (2022) Segmentation of post-operative glioblastoma. Medical Imaging with Deep Learning (MIDL) 2022 Medical Imaging with Deep Learning (MIDL) 2022 , Zurich 2022-07-06 - 2022-07-08
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PosterHelland, Ragnhild Holden; Bouget, David Nicolas Jean-Mar; Ferles, Alexandros; Eijgelaar, Roelant; Solheim, Ole; C. De Witt Hamer, Philip. (2022) Reseksjonsgrad og post-operative segmentering. Helse Midt-Norge Regional forskningskonferanse HMN , Stjørdal 2022-02-09 - 2023-02-09
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LectureHelland, Ragnhild Holden; Bouget, David Nicolas Jean-Mar; Ferles, Alexandros; Eijgelaar, Roelant; Solheim, Ole; C. De Witt Hamer, Philip. (2022) Segmentation of post-operative glioblastoma. PRESIMAL Autumn research school in AI methods in medical imaging , Bergen 2022-09-14 - 2022-09-16
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PosterBouget, David Nicolas Jean-Mar; Pedersen, Andre; Helland, Ragnhild Holden; Solheim, Ole Skeidsvoll; Reinertsen, Ingerid Reime. (2022) Raidionics: automatic pre- and post-operative brain tumor segmentation and reporting. Mohn Medical Imaging and Visualization Centre MMIV , Bergen 2022-12-08 - 2022-12-09