2024

• Sarmad, Muhammad; Lindseth, Frank; Kiss, Gabriel Hanssen; Ruspini, Leonardo Carlos. (2024) Applications of Computer Vision and Deep Learning for Digital Rock Analysis. Doctoral theses at NTNU (114)
  Doctoral dissertation
• Yu, Jinyang; Tasken, Anders Austlid; Berg, Erik Andreas Rye; Tannvik, Tomas Dybos; Slagsvold, Katrine Hordnes; Kirkeby-Garstad, Idar. (2024) Continuous monitoring of left ventricular function in postoperative intensive care patients using artificial intelligence and transesophageal echocardiography. Intensive Care Medicine Experimental
  Academic article
• Håversen, Andreas Hammer; Bavirisetti, Durga Prasad; Kiss, Gabriel Hanssen; Lindseth, Frank. (2024) QT-UNet: A Self-Supervised Self-Querying All-Transformer U-Net for 3D Segmentation. IEEE Access
  Academic article
• Phan, Johan; Sarmad, Muhammad; Ruspini, Leonardo Carlos; Kiss, Gabriel Hanssen; Lindseth, Frank. (2024) Generating 3D images of material microstructures from a single 2D image: a denoising diffusion approach. Scientific Reports
  Academic article
• Bavirisetti, Durga Prasad; Kiss, Gabriel Hanssen; Lindseth, Frank. (2024) A Pole Detection and Geospatial Localization Framework using LiDAR-GNSS Data Fusion. IEEE (Institute of Electrical and Electronics Engineers)
  Academic chapter/article/Conference paper
• Maddali, Dharani Dhar; Solvin, Håvard Bjerkeseth; Lippert, Matthias; Karabiyik, Yücel; Dahle, Gry; Hjelmervik, Jon Mikkelsen. (2024) Monte Carlo-based rendering of 3D echocardiography for mixed reality-guided atrial septal puncture positioning. Computer Assisted Surgery
  Academic article
• Tasken, Anders Austlid; Yu, Jinyang; Berg, Erik Andreas Rye; Grenne, Bjørnar Leangen; Holte, Espen; Dalen, Håvard. (2024) Automatic Detection and Tracking of Anatomical Landmarks in Transesophageal Echocardiography for Quantification of Left Ventricular Function. Ultrasound in Medicine and Biology
  Academic article
• Faldaas, Bjørn Ove; Nielsen, Erik Waage; Storm, Benjamin Stage; Lappegård, Knut Tore; Nilsen, Bent Aksel; Kiss, Gabriel Hanssen. (2024) Real-time feedback on chest compression efficacy by hands-free carotid Doppler in a porcine model. Resuscitation Plus
  Academic article

2023

• Bavirisetti, Durga Prasad; Martinsen, Herman Ryen; Kiss, Gabriel Hanssen; Lindseth, Frank. (2023) A Multi-Task Vision Transformer for Segmentation and Monocular Depth Estimation for Autonomous Vehicles. IEEE Open Journal of Intelligent Transportation Systems
  Academic article
• Faldaas, Bjørn Ove; Nielsen, Erik Waage; Storm, Benjamin Stage; Lappegård, Knut Tore; How, Ole-Jakob; nielsen, bent aksel. (2023) Real Time Feedback of Chest Compressions by Hands-Free Carotid Doppler in a Porcine Model. Circulation
  Abstract
• Bavirisetti, Durga Prasad; Brobak, Eskild; Espen, Peder Hanch-Hansen; Kiss, Gabriel Hanssen; Lindseth, Frank. (2023) Simulated RGB and LiDAR Image based Training of Object Detection Models in the Context of Autonomous Driving. NIKT: Norsk IKT-konferanse for forskning og utdanning
  Academic article
• Shami, Mamoona Birkhez; Kiss, Gabriel Hanssen; Haakonsen, Trond Arve; Lindseth, Frank. (2023) Geo-locating Road Objects using Inverse Haversine Formula with NVIDIA Driveworks. NIKT: Norsk IKT-konferanse for forskning og utdanning
  Academic article
• Berg, Erik Andreas Rye; Tasken, Anders Austlid; Nordal, Trym; Grenne, Bjørnar Leangen; Espeland, Torvald; Garstad, Idar Kirkeby. (2023) Fully automatic estimation of global left ventricular systolic function using deep learning in transesophageal echocardiography. European Heart Journal – Imaging Methods and Practice (EHJ-IMP)
  Academic article
• Yu, Jinyang; Tasken, Anders Austlid; Berg, Erik Andreas Rye; Tannvik, Tomas Dybos; Kirkeby-Garstad, Idar; Grenne, Bjørnar Leangen. (2023) Kontinuerlig overvåking av venstre ventrikkelfunksjon hos intensivpasienter ved bruk av transøsofageal ekkokardiografi og kunstig intelligens. NAForum
  Abstract
• Yu, Jinyang; Tasken, Anders Austlid; Berg, Erik Andreas Rye; Tannvik, Tomas Dybos; Kirkeby-Garstad, Idar; Grenne, Bjørnar Leangen. (2023) Continuous monitoring of left ventricular function in intensive care using transesophageal echocardiography and artificial intelligence. Intensive Care Medicine Experimental
  Abstract
• Kildahl-Andersen, Arne; Hofstad, Erlend Fagertun; Sorger, Hanne; Amundsen, Tore; Langø, Thomas; Leira, Håkon Olav. (2023) Bronchoscopy using a head-mounted mixed reality device—a phantom study and a first in-patient user experience. Frontiers in Virtual Reality
  Academic article
• Vik, Sigrid Dannheim; Torp, Hans Garman; Jarmund, Anders Hagen; Kiss, Gabriel Hanssen; Follestad, Turid; Støen, Ragnhild. (2023) Continuous monitoring of cerebral blood flow during general anaesthesia in infants. BJA Open
  Academic article
• Jain, Shubham; Obermeier, Gabriele; Auinger, Andreas; Werth, Dirk; Kiss, Gabriel Hanssen. (2023) Design Principles of a Mixed-Reality Shopping Assistant System in Omnichannel Retail. Applied Sciences
  Academic article
• Faldaas, Bjørn Ove; Nielsen, Erik Waage; Storm, Benjamin; Lappegård, Knut Tore; How, Ole-Jakob; Nilsen, Bent Aksel. (2023) Hands-free continuous carotid Doppler ultrasound for detection of the pulse during cardiac arrest in a porcine model. Resuscitation Plus
  Academic article
• Yu, Jinyang; Flade, Hans-Martin; Tasken, Anders Austlid; Berg, Erik Andreas Rye; Grenne, Bjørnar Leangen; Rimehaug, Audun Eskeland. (2023) Left ventricular function monitored in intensive care using artificial intelligence and transesophageal echocardiography. Critical Care
  Abstract
• Halvorsrød, Marlene Iversen; Kiss, Gabriel Hanssen; Dahlslett, Thomas; Støylen, Asbjørn; Grenne, Bjørnar Leangen. (2023) Automated tissue Doppler imaging for identification of occluded coronary artery in patients with suspected non-ST-elevation myocardial infarction. The International Journal of Cardiovascular Imaging
  Academic article
• Tasken, Anders Austlid; Berg, Erik Andreas Rye; Grenne, Bjørnar Leangen; Holte, Espen; Dalen, Håvard; Stølen, Stian Bergseng. (2023) Automated estimation of mitral annular plane systolic excursion by artificial intelligence from 3D ultrasound recordings. Artificial Intelligence in Medicine
  Academic article
• Nylund, Maria Emine; Jain, Shubham; Tegnander, Eva; Jensen, Eva Johanne Leknes; Prasolova-Førland, Ekaterina; Lindseth, Frank. (2023) Mixed reality training application to perform obstetric pulsed-wave Doppler ultrasound. Education and Information Technologies : Official Journal of the IFIP technical committee on Education
  Academic article
• Halvorsrød, Marlene Iversen; Thorstensen, Anders; Kiss, Gabriel Hanssen; Støylen, Asbjørn. (2023) Segmental myocardial viability by echocardiography at rest. Scandinavian Cardiovascular Journal
  Academic article

2022

• Fredriksen, Vemund; Sevle, Svein Ole Matheson; Pedersen, André; Langø, Thomas; Kiss, Gabriel; Lindseth, Frank. (2022) Teacher-student approach for lung tumor segmentation from mixed-supervised datasets. PLOS ONE
  Academic article
• Faldaas, Bjørn Ove; Nielsen, Erik Waage; Storm, Benjamin Stage; Lappegård, Knut Tore; How, Ole-Jakob; Nilsen, Bent Aksel. (2022) RescueDoppler: Non-invasive Handsfree Carotid Doppler Ultrasound For Continuous Hemodynamic-guided Resuscitation. Circulation
  Abstract
• Phan, Johan; Ruspini, Leonardo Carlos; Kiss, Gabriel; Lindseth, Frank. (2022) Size-invariant 3D generation from a single 2D rock image. Journal of Petroleum Science and Engineering
  Academic article
• Maddali, Dharani Dhar; Brun, Henrik; Kiss, Gabriel; Hjelmervik, Jon M.; Elle, Ole Jakob. (2022) Spatial Orientation in Cardiac Ultrasound Images Using Mixed Reality: Design and Evaluation. Frontiers in Virtual Reality
  Academic article
• Trocin, Cristina; Skogås, Jan Gunnar; Langø, Thomas; Kiss, Gabriel Hanssen. (2022) Operating Room of the Future (FOR) Digital Healthcare Transformation in the Age of Artificial Intelligence. Springer
  Academic chapter/article/Conference paper

2021

• Perkis, Andrew; Thaulow, Kristin; Dahl, Tone Lise; Prasolova-Førland, Ekaterina; Færevik, Hilde; Lindseth, Frank. (2021) Blir VR-briller det nye kontoret?. Gemini.no
  Feature article

2020

• Magelssen, Malgorzata Isabela; Palmer, Cameron Lowell; Hjorth-Hansen, Anna Katarina; Nilsen, Hans-Olav; Kiss, Gabriel; Torp, Hans. (2020) Feasibility and reliability of automatic quantitative analyses of mitral annular plane systolic excursion by handheld ultrasound devices. Journal of ultrasound in medicine
  Academic article
• Cao, Guangyu; Kvammen, Ingeborg; Hatten, Thea Amalie Solberg; Zhang, Yixian; Stenstad, Liv-Inger; Kiss, Gabriel. (2020) Experimental measurements of surgical microenvironments in two operating rooms with laminar airflow and mixing ventilation systems. Energy and Built Environment (EBE)
  Academic article
• Tannvik, Tomas Dybos; Kiss, Gabriel; Torp, Hans; Rimehaug, Audun Eskeland; Kirkeby-Garstad, Idar. (2020) No evidence of cardiac stunning or decoupling immediately after cardiopulmonary bypass for elective coronary surgery. Acta Anaesthesiologica Scandinavica
  Academic article

2019

• Pham, Hoai An; Berg, Erik Andreas Rye; Veronesi, Federico; Fiorentini, Stefano; Fatemi, Ali; Grenne, Bjørnar. (2019) Fast ultrasound to ultrasound auto-registration for interventional cardiology. Proceedings - IEEE Ultrasonics Symposium
  Academic article
• Kiss, Gabriel; Manstad-Hulaas, Frode; Langø, Thomas; Myhre, Hans Olav; Skogås, Jan Gunnar. (2019) Operating Room of the Future: An Arena for Minimally Invasive Intervention in Trondheim, Norway. MWV Medizinisch Wissenschaftliche Verlagsgesellschaft
  Popular scientific book
• Haukom, Torjus; Kiss, Gabriel. (2019) Basal Strain Estimation in Transesophageal Echocardiography using Unsupervised Deep Learning. NTNU
  Masters thesis
• Johannessen, Anders; Kiss, Gabriel. (2019) Affine Alignment of Ultrasound Volumes Using Deep Learning. NTNU
  Masters thesis
• Kiss, Gabriel; Ichino, Takuya; Myhre, Hans Olav; Skogås, Jan Gunnar. (2019) Early experience with 3D and 4K imaging for minimally invasive neurosurgery. International Institute of Informatics and Systemics International Institute of Informatics and Systemics
  Academic anthology/Conference proceedings
• Kiss, Gabriel; Nordal, Trym. (2019) Automatic Detection of Mitral Annular Plane Systolic Excursion from Transesophageal Echocardiography Using Deep Learning. NTNU
  Masters thesis
• 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
• Haukom, Torjus; Berg, Erik Andreas Rye; Aakhus, Svend; Kiss, Gabriel. (2019) Basal Strain Estimation in Transesophageal Echocardiography (TEE) using Deep Learning based Unsupervised Deformable Image Registration. Proceedings - IEEE Ultrasonics Symposium
  Academic article

2018

• Kiss, Gabriel; Palmer, Cameron Lowell; Mjølstad, Ole Christian; Dalen, Håvard; Haugen, Bjørn Olav; Torp, Hans. (2018) Augmented Reality-based Visualization for Echocardiographic Applications. CRC Press CRC Press
  Non-fiction book

2017

• Khan, Naiad Hossain; Tegnander, Eva; Dreier, Johan Morten; Eik-Nes, Sturla; Torp, Hans; Kiss, Gabriel. (2017) Automatic Detection and Measurement of Fetal Biparietal Diameter and Femur Length — Feasibility on a Portable Ultrasound Device. Open Journal of Obstetrics and Gynecology
  Academic article
• Khan, Naiad Hossain; Tegnander, Eva; Storve, Sigurd; Dreier, Johan Morten; Eik-Nes, Sturla; Torp, Hans. (2017) Automatic Measurement of Fetal Abdominal Biometric Parameters —Feasibility on a Portable Ultrasound Device. Open Journal of Obstetrics and Gynecology
  Academic article
• Kiss, Gabriel. (2017) Robust Landmark Detection of the Left Ventricle Based on 2D Ultrasound Image Data. NTNU
  Masters thesis
• Kiss, Gabriel. (2017) Fast Non-Rigid Registration Using Polynomial Expansion with Diffeomorphic Constraints Applied to Cardiac Ultrasound Volumes. NTNU
  Masters thesis

2016

• Khan, Naiad Hossain; Tegnander, Eva; Dreier, Johan Morten; Eik-Nes, Sturla; Torp, Hans; Kiss, Gabriel. (2016) Automatic measurement of the fetal abdominal section on a portable ultrasound machine for use in low and middle income countries. Proceedings - IEEE Ultrasonics Symposium
  Academic article
• Kathpalia, Aditi; Karabiyik, Yücel; Eik-Nes, Sturla; Tegnander, Eva; Ekroll, Ingvild Kinn; Kiss, Gabriel. (2016) Adaptive Spectral Envelope Estimation for Doppler Ultrasound. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control
  Academic article
• Skogås, Jan Gunnar; Myhre, Hans Olav; Ødegård, Asbjørn; Kiss, Gabriel. (2016) Imaging for minimally invasive surgery. Surgical Science
  Academic article

2015

• Kiss, Gabriel; Palmer, Cameron Lowell; Torp, Hans. (2015) Patient Adapted Augmented Reality System for Real-Time Echocardiographic Applications. Lecture Notes in Computer Science (LNCS)
  Academic article
• Kiss, Gabriel; Khan, Naiad Hossain; Tegnander, Eva; Eik-Nes, Sturla; Torp, Hans. (2015) Fast ultrasound signal and image processing on a tablet device. Proceedings - IEEE Ultrasonics Symposium
  Academic article
• Palmer, Cameron Lowell; Haugen, Bjørn Olav; Tegnander, Eva; Eik-Nes, Sturla; Torp, Hans; Kiss, Gabriel. (2015) Mobile 3D augmented-reality system for ultrasound applications. Proceedings - IEEE Ultrasonics Symposium
  Academic article
• Khan, Naiad Hossain; Tegnander, Eva; Dreier, Johan Morten; Eik-Nes, Sturla; Torp, Hans; Kiss, Gabriel. (2015) Automatic Detection and Measurement of Fetal Femur Length using a Portable Ultrasound Device. Proceedings - IEEE Ultrasonics Symposium
  Academic article
• Kathpalia, Aditi; Karabiyik, Yucel; Simensen, Bente; Tegnander, Eva; Eik-Nes, Sturla; Torp, Hans. (2015) A robust Doppler spectral envelope detection technique for automated blood flow measurements. Proceedings - IEEE Ultrasonics Symposium
  Academic article

2014

• Khan, Naiad Hossain; Tegnander, Eva; Dreier, Johan Morten; Eik-Nes, Sturla; Torp, Hans; Kiss, Gabriel. (2014) Automatic Measurement of Biparietal Diameter with a Portable Ultrasound Device. IEEE International Ultrasonics Symposium Proceedings
  Academic article
• Kiss, Gabriel; Storve, Sigurd; Haugen, Bjørn Olav; Torp, Hans. (2014) Augmented reality based tools for echocardiographic acquisitions. IEEE International Ultrasonics Symposium Proceedings
  Academic article
• Kiss, Gabriel; Iversen, Daniel Høyer; Standal, Øyvind Krøvel-Velle; Rau, Jochen; Torp, Hans; Løvstakken, Lasse. (2014) A visualization tool for improved assessment and follow-up with ultrasound. IEEE International Ultrasonics Symposium Proceedings
  Academic article

2013

• Fredriksen, Tonje Dobrowen; Haugen, Bjørn Olav; Torp, Hans; Kiss, Gabriel; Strypet, Hanne; Dahl, Erlend. (2013) Jakten på ultralydbølgene - et spill for nettbrett og mobil.
  Multimedia product
• Kiss, Gabriel; Ford, Steven Thomas; Claus, Piet; D'hooge, Jan R M; Torp, Hans. (2013) Fusion of 3D echo and cardiac magnetic resonance volumes during live scanning. Proceedings - IEEE Ultrasonics Symposium
  Academic article
• Thorstensen, Anders; Dalen, Håvard; Hala, Pavel; Kiss, Gabriel; D'hooge, Jan R M; Torp, Hans. (2013) Three-Dimensional Echocardiography in the Evaluation of Global and Regional Function in Patients with Recent Myocardial Infarction: A Comparison with Magnetic Resonance Imaging. Echocardiography
  Academic article

2012

• Kiss, Gabriel; Thorstensen, Anders; Amundsen, Brage H.; Claus, Piet; D'hooge, Jan R M; Torp, Hans. (2012) Fusion of 3D echocardiographic and cardiac magnetic resonance volumes. Proceedings - IEEE Ultrasonics Symposium
  Academic article
• Thorstensen, Anders; Amundsen, Brage H.; Dalen, Håvard; Hala, Pavel; Kiss, Gabriel; Aase, Svein Arne. (2012) Strain rate imaging combined with wall motion analysis gives incremental value in direct quantification of myocardial infarct size. European Heart Journal-Cardiovascular Imaging
  Academic article
• Jasaityte, Ruta; Heyde, Brecht; Ferferieva, Vesselina; Amundsen, Brage H.; Barbosa, Daniel; Loeckx, Dirk. (2012) Comparison of a new methodology for the assessment of 3D myocardial strain from volumetric ultrasound with 2D speckle tracking. The International Journal of Cardiac Imaging
  Academic article
• Åsen, Jon Petter; Steen, Erik; Kiss, Gabriel; Thorstensen, Anders; Rabben, Stein Inge. (2012) Adaptive volume rendering of cardiac 3D ultrasound images - utilizing blood pool statistics. Proceedings of SPIE, the International Society for Optical Engineering
  Academic article
• Ford, Steven Thomas; Viola, Ivan; Bruckner, Stefan; Torp, Hans; Kiss, Gabriel. (2012) HeartPad: real-time visual guidance for cardiac ultrasound. ACM Digital Library
  Academic chapter/article/Conference paper
• Brønstad, Espen Stene; Åsen, Jon Petter; Torp, Hans; Kiss, Gabriel. (2012) Visibility driven visualization of 3D cardiac ultrasound data on the GPU. Proceedings - IEEE Ultrasonics Symposium
  Academic article

2011

• Kiss, Gabriel; Åsen, Jon Petter; Bogaert, Jan; Amundsen, Brage H.; Claus, Piet; D'hooge, Jan R M. (2011) Multi-modal cardiac image fusion and visualization on the GPU. Proceedings - IEEE Ultrasonics Symposium
  Academic article
• Dahl, Sigrid Kaarstad; Fagerholt, Egil; Kiss, Gabriel; Prot, Victorien Emile; Amundsen, Brage H.; Hellevik, Leif Rune. (2011) 3D moving boundary conditions for heart CFD simulations - from echocardiographic recordings to discretized surfaces. Tapir Akademisk Forlag
  Academic chapter/article/Conference paper

2010

• Kiss, Gabriel; Steen, Erik; Åsen, Jon Petter; Torp, Hans. (2010) GPU volume rendering in 3D echocardiography: real-time preprocessing and ray-casting. Proceedings - IEEE Ultrasonics Symposium
  Academic article

2009

• Orderud, Fredrik; Kiss, Gabriel; Torp, Hans. (2009) Automatic coupled segmentation of endo- and epicardial borders in 3D echocardiography. IEEE International Ultrasonics Symposium Proceedings
  Academic article
• Kiss, Gabriel; Barbosa, Daniel; Hristova, Krasimira; Crosby, Jonas; Orderud, Fredrik; Claus, Piet. (2009) Assessment of Regional Myocardial Function Using 3D Cardiac Strain Estimation: Comparison Against Conventional Echocardiographic Assessment. Proceedings - IEEE Ultrasonics Symposium
  Academic article
• Kiss, Gabriel; Nielsen, Espen; Orderud, Fredrik; Torp, Hans. (2009) Performance optimization of block matching in 3D echocardiography. Proceedings - IEEE Ultrasonics Symposium
  Academic article
• Barbosa, Daniel; Kiss, Gabriel; Claus, Piet; Hristova, Krasimira; Amundsen, Brage H.; Loeckx, Dirk. (2009) A comparison between methods for automatic quantification of global left ventricular function. Proceedings - IEEE Ultrasonics Symposium
  Academic article

2008

• Orderud, Fredrik; Kiss, Gabriel; Langeland, Stian; Remme, Espen W.; Torp, Hans; Rabben, Stein Inge. (2008) Combining Edge Detection With Speckle-Tracking for Cardiac Strain Assessment in 3D echocardiography. IEEE International Ultrasonics Symposium Proceedings
  Academic article