2025

• Narimani, Sam; Hoff, Solveig Kristin Roth; Kurz, Kathinka Dæhli; Gjesdal, Kjell Inge; Geisler, Jürgen; Grøvik, Endre. (2025) Sustainable deep learning-based breast lesion segmentation: impact of breast region segmentation on performance. BMC Medical Imaging
  Academic article
• Ottesen, Jon André; Tong, Elizabeth; Emblem, Kyrre Eeg; Latysheva, Anna; Zaharchuk, Greg; Bjørnerud, Atle. (2025) Semi-Supervised Learning Allows for Improved Segmentation With Reduced Annotations of Brain Metastases Using Multicenter MRI Data. Journal of Magnetic Resonance Imaging
  Academic article
• Narimani, Sam; Hoff, Solveig Kristin Roth; Kurz, Kathinka Dæhli; Gjesdal, Kjell Inge; Geisler, Jürgen; Grøvik, Endre. (2025) Comparative analysis of deep learning architectures for breast region segmentation with a novel breast boundary proposal. Scientific Reports
  Academic article

2024

• Grøvik, Endre. (2024) Editorial for “MRI-Based Kinetic Heterogeneity Evaluation in the Accurate Access of Axillary Lymph Node Status in Breast Cancer Using a Hybrid CNN-RNN Model”. Journal of Magnetic Resonance Imaging
  Editorial

2023

• Yi, Darvin; Grøvik, Endre; Tong, Elizabeth; Iv, Michael; Emblem, Kyrre E; Nilsen, Line. (2023) Erratum to: MRI pulse sequence integration for deep-learning-based brain metastases segmentation (Medical Physics, (2021), 48, 10, (6020-6035), 10.1002/mp.15136). Medical Physics
  Errata
• Ottesen, Jon André; Yi, Darvin; Tong, Elizabeth; Iv, Michael; Latysheva, Anna; Saxhaug, Cathrine. (2023) 2.5D and 3D segmentation of brain metastases with deep learning on multinational MRI data. Frontiers in Neuroinformatics
  Academic article
• Bakke, Kine Mari; Meltzer, Sebastian; Grøvik, Endre; Negård, Anne; Holmedal, Stein Harald; Mikalsen, Lars Tore Gyland. (2023) Imaging the tumour microenvironment in rectal cancer: Decline in tumour blood flow during radiotherapy predicts good outcome. Physics and imaging in radiation oncology (PIRO)
  Academic article
• Kulseng, Carl Petter Skaar; Nainamalai, Varatharajan; Grøvik, Endre; Geitung, Jonn Terje; Årøen, Asbjørn; Gjesdal, Kjell Inge. (2023) Automatic segmentation of human knee anatomy by a convolutional neural network applying a 3D MRI protocol. BMC Musculoskeletal Disorders
  Academic article
• Grøvik, Endre; Hoff, Solveig Kristin Roth. (2023) Editorial for “Evaluating Upstaging in Ductal Carcinoma in Situ Using Preoperative MRI-Based Radiomics”. Journal of Magnetic Resonance Imaging
  Editorial

2022

• Bakke, Kine Mari; Meltzer, Sebastian; Grøvik, Endre; Negård, Anne; Holmedal, Stein Harald; Lyckander, Lars Gustav. (2022) Imaging the tumor microenvironment in rectal cancer: Decline in tumor blood flow (BF) during neoadjuvant treatment predicts excellent outcome. Cancer Research
  Abstract
• Grøvik, Endre; Hoff, Solveig Roth. (2022) Editorial for “Breast MRI Background Parenchymal Enhancement Categorization Using Deep Learning: Outperforming the Radiologist”. Journal of Magnetic Resonance Imaging
  Editorial

2021

• Grøvik, Endre; Yi, Darvin; Iv, Michael; Tong, Elizabeth; Nilsen, Line; Latysheva, Anna. (2021) Handling missing MRI sequences in deep learning segmentation of brain metastases: a multicenter study. npj Digital Medicine
  Academic article
• Yi, Darvin; Grøvik, Endre; Tong, Elizabeth; Iv, Michael; Emblem, Kyrre E; Nilsen, Line. (2021) MRI pulse sequence integration for deep-learning-based brain metastases segmentation. Medical Physics
  Academic article

2020

• Digernes, Ingrid; Nilsen, Line; Grøvik, Endre; Bjørnerud, Atle; Løvland, Grethe; Vik-Mo, Einar O.. (2020) Noise dependency in vascular parameters from combined gradient-echo and spin-echo DSC MRI. Physics in Medicine and Biology
  Academic article
• Bakke, Kine Mari; Meltzer, Sebastian; Grøvik, Endre; Negård, Anne; Holmedal, Stein Harald; Gjesdal, Kjell-Inge. (2020) Sex differences and tumor blood flow from dynamic susceptibility contrast MRI are associated with treatment response after chemoradiation and long-term survival in rectal cancer. Radiology
  Academic article
• Nilsen, Line Brennhaug; Digernes, Ingrid; Grøvik, Endre; Saxhaug, Cathrine; Latysheva, Anna; Geier, Oliver. (2020) Responses in the diffusivity and vascular function of the irradiated normal brain are seen up until 18 months following SRS of brain metastases. Neuro-Oncology Advances (NOA)
  Academic article

2019

• Nilsen, Line; Grøvik, Endre; Digernes, Ingrid; Saxhaug, Cathrine; Latysheva, Anna; Geier, Oliver. (2019) Vascular responses in normal brain tissue after combined immunotherapy and SRS to brain metastases. Radiotherapy and Oncology
  Academic article
• Grøvik, Endre; Yi, Darvin; Iv, Michael; Tong, Elizabeth; Rubin, Daniel; Zaharchuk, Greg. (2019) Deep Learning Enables Automatic Detection and Segmentation of Brain Metastases on Multisequence MRI. Journal of Magnetic Resonance Imaging
  Academic article
• Bakke, Kine Mari; Grøvik, Endre; Meltzer, Sebastian; Negård, Anne; Holmedal, Stein Harald; Mikalsen, Lars Tore G. (2019) Comparison of Intravoxel incoherent motion imaging and multiecho dynamic contrast-based MRI in rectal cancer. Journal of Magnetic Resonance Imaging
  Academic article

2018

• Digernes, Ingrid; Grøvik, Endre; Nilsen, Line; Saxhaug, Cathrine; Geier, Oliver; Reitan, Edmund. (2018) Brain metastases with poor vascular function are susceptible to pseudoprogression after stereotactic radiation surgery. Advances in Radiation Oncology
  Academic article

2017

• Grøvik, Endre; Redalen, Kathrine Røe; Storås, Tryggve; Negard, Anne; Holmedal, Stein Harald; Ree, Anne Hansen. (2017) Dynamic multi-echo DCE- and DSC-MRI in rectal cancer: Low primary tumor Ktrans and ΔR2* peak are significantly associated with lymph node metastasis. Journal of Magnetic Resonance Imaging
  Academic article

2015

• Grøvik, Endre; Bjørnerud, Atle; Kurz, Kathinka Dæhli; Kingsrød, Magnus; Sandhaug, Merete; Storås, Tryggve. (2015) Single bolus split dynamic MRI: Is the combination of high spatial and dual-echo high temporal resolution interleaved sequences useful in the differential diagnosis of breast masses?. Journal of Magnetic Resonance Imaging
  Academic article

2014

• Grøvik, Endre; Bjørnerud, Atle; Storås, Tryggve; Gjesdal, Kjell-Inge. (2014) Split dynamic MRI: Single bolus high spatial-temporal resolution and multi contrast evaluation of breast lesions. Journal of Magnetic Resonance Imaging
  Academic article