Jacob Bergsland

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 31

Top Topics

Convolutional Neural Network

Consecutive Frames

Left Ventricular

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Maryamalsadat Mahootiha, Hemin Ali Qadir, Jacob Bergsland, Ilangko Balasingham
Multimodal deep learning for personalized renal cell carcinoma prognosis: Integrating CT imaging and clinical data. Comput. Methods Programs Biomed. 244 (2024)
Hamid Khoshfekr Rudsari, Mohammad Zoofaghari, Martin Damrath, Mladen Veletic, Jacob Bergsland, Ilangko Balasingham
Anomalous Diffusion of Extracellular Vesicles in an Extracellular Matrix for Molecular Communication. IEEE Trans. Mol. Biol. Multi Scale Commun. 9 (1) (2023)
Hemin Ali Qadir, Younghak Shin, Jacob Bergsland, Ilangko Balasingham
Accurate Real-time Polyp Detection in Videos from Concatenation of Latent Features Extracted from Consecutive Frames. CoRR (2023)
Mohammad Zoofaghari, Martin Damrath, Mladen Veletic, Krizia Sagini, Jacob Bergsland, Alicia Llorente, Ilangko Balasingham
In Silico Model for Tumor Diagnosis based on Bloodstream Penetrating Extracellular Vesicles. NANOCOM (2023)
Maryamalsadat Mahootiha, Hemin Ali Qadir, Jacob Bergsland, Ilangko Balasingham
Multimodal Deep Learning for Personalized Renal Cell Carcinoma Prognosis: Integrating CT Imaging and Clinical Data. CoRR (2023)
Maryamalsadat Mahootiha, Hemin Ali Qadir, Jacob Bergsland, Ilangko Balasingham
Classification of Kidney Tumor Grading on Preoperative Computed Tomography Scans. PervasiveHealth (2022)
Hemin Ali Qadir, Younghak Shin, Jacob Bergsland, Ilangko Balasingham
Accurate Real-time Polyp Detection in Videos from Concatenation of Latent Features Extracted from Consecutive Frames. BIBM (2022)
Magnus Reinsfelt Krogh, Per Steinar Halvorsen, Ole-Johannes H. N. Grymyr, Jacob Bergsland, Ole Jakob Elle, Erik Fosse, Espen W. Remme
Continuous Estimation of Acute Changes in Preload Using Epicardially Attached Accelerometers. IEEE Trans. Biomed. Eng. 68 (7) (2021)
Hemin Ali Qadir, Younghak Shin, Johannes Solhusvik, Jacob Bergsland, Lars Aabakken, Ilangko Balasingham
Toward real-time polyp detection using fully CNNs for 2D Gaussian shapes prediction. Medical Image Anal. 68 (2021)
Mohammad Albatat, Hermenegild Arevalo, Jacob Bergsland, Vilde Strøm, Ilangko Balasingham, Hans Henrik Odland
Optimal pacing sites in cardiac resynchronization by left ventricular activation front analysis. Comput. Biol. Medicine 128 (2021)
Hamid Khoshfekr Rudsari, Mladen Veletic, Jacob Bergsland, Ilangko Balasingham
Cardiac Bio-Nanonetwork: Extracellular Vesicles Release Modeling for Engineered Stem Cell-Derived Cardiomyocyte. NANOCOM (2021)
Hamid Khoshfekr Rudsari, Mladen Veletic, Jacob Bergsland, Ilangko Balasingham
Cardiac Bio-Nanonetwork: Extracellular Matrix Modeling for the Propagation of Extracellular Vesicles. SenSys (2021)
Pengfei Lu, Mladen Veletic, Jacob Bergsland, Ilangko Balasingham
Molecular Communication Aspects of Potassium Intracellular Signaling in Cardiomyocytes. IEEE Access 8 (2020)
Pengfei Lu, Mladen Veletic, Jacob Bergsland, Ilangko Balasingham
Theoretical Aspects of Resting-State Cardiomyocyte Communication for Multi-Nodal Nano-Actuator Pacemakers. Sensors 20 (10) (2020)
Mirko Maldari, Mohammad Albatat, Jacob Bergsland, Youcef Haddab, Chadi Jabbour, Patricia Desgreys
Wide Frequency Characterization of Intra-Body Communication for Leadless Pacemakers. IEEE Trans. Biomed. Eng. 67 (11) (2020)
Hemin Ali Qadir, Ilangko Balasingham, Johannes Solhusvik, Jacob Bergsland, Lars Aabakken, Younghak Shin
Improving Automatic Polyp Detection Using CNN by Exploiting Temporal Dependency in Colonoscopy Video. IEEE J. Biomed. Health Informatics 24 (1) (2020)
Deepak Palaksha, Kimmo Kansanen, Filippo Ziglio, Jacob Bergsland, Ilangko Balasingham, Delphine Feuerstein
Patient Specific Strategies to Enhance Leadless Pacemaker Lifetime in Synchronized Dual Chamber System. IEEE Access 8 (2020)
Hemin Ali Qadir, Younghak Shin, Johannes Solhusvik, Jacob Bergsland, Lars Aabakken, Ilangko Balasingham
Polyp Detection and Segmentation using Mask R-CNN: Does a Deeper Feature Extractor CNN Always Perform Better? ISMICT (2019)
Younghak Shin, Hemin Ali Qadir, Lars Aabakken, Jacob Bergsland, Ilangko Balasingham
Automatic Colon Polyp Detection using Region based Deep CNN and Post Learning Approaches. CoRR (2019)
Hemin Ali Qadir, Younghak Shin, Johannes Solhusvik, Jacob Bergsland, Lars Aabakken, Ilangko Balasingham
Polyp Detection and Segmentation using Mask R-CNN: Does a Deeper Feature Extractor CNN Always Perform Better? CoRR (2019)
Pritam Bose, Ali Khaleghi, Salman Mahmood, Mohammad Albatat, Jacob Bergsland, Ilangko Balasingham
Evaluation of Data Telemetry for Future Leadless Cardiac Pacemaker. IEEE Access 7 (2019)
Hemin Ali Qadir, Johannes Solhusvik, Jacob Bergsland, Lars Aabakken, Ilangko Balasingham
A Framework With a Fully Convolutional Neural Network for Semi-Automatic Colon Polyp Annotation. IEEE Access 7 (2019)
Alma Secerbegovic, Haris Mesic, Jacob Bergsland, Ilangko Balasingham
Contactless blood perfusion assessment of the free flap in breast reconstruction surgery. ISMICT (2019)
Pengfei Lu, Mladen Veletic, Martin Laasmaa, Marko Vendelin, William E. Louch, Per Steinar Halvorsen, Jacob Bergsland, Ilangko Balasingham
Multi-nodal nano-actuator pacemaker for energy-efficient stimulation of cardiomyocytes. Nano Commun. Networks 22 (2019)
Pritam Bose, Ali Khaleghi, Mohammad Albatat, Jacob Bergsland, Ilangko Balasingham
RF Channel Modeling for Implant-to-Implant Communication and Implant to Subcutaneous Implant Communication for Future Leadless Cardiac Pacemakers. IEEE Trans. Biomed. Eng. 65 (12) (2018)
Pengfei Lu, Mladen Veletic, Jacob Bergsland, Ilangko Balasingham
On the intracellular signaling of cardiomyocytes for energy efficient leadless pacemakers. NANOCOM (2018)
Mohammad Albatat, D. Ryan King, Laura A. Unger, Hermenegild Arevalo, Samuel T. Wall, Joakim Sundnes, Jacob Bergsland, Ilangko Balasingham
Electromechanical Model to Predict Cardiac Resynchronization Therapy. EMBC (2018)
Younghak Shin, Hemin Ali Qadir, Lars Aabakken, Jacob Bergsland, Ilangko Balasingham
Automatic Colon Polyp Detection Using Region Based Deep CNN and Post Learning Approaches. IEEE Access 6 (2018)
Concepcion Garcia-Pardo, Alejandro Fornes-Leal, Narcís Cardona, Raúl Chávez-Santiago, Jacob Bergsland, Ilangko Balasingham, Sverre Brovoll, Øyvind Aardal, Svein-Erik Hamran, Rafael Palomar
Experimental ultra wideband path loss models for implant communications. PIMRC (2016)
Alma Secerbegovic, Jacob Bergsland, Per Steinar Halvorsen, Nermin Suljanovic, Aljo Mujcic, Ilangko Balasingham
Blood pressure estimation using video plethysmography. ISBI (2016)
Igor Sevo, Aleksej Avramovic, Ilangko Balasingham, Ole Jakob Elle, Jacob Bergsland, Lars Aabakken
Edge density based automatic detection of inflammation in colonoscopy videos. Comput. Biol. Medicine 72 (2016)
Pål Anders Floor, Raúl Chávez-Santiago, Sverre Brovoll, Øyvind Aardal, Jacob Bergsland, Ole-Johannes H. N. Grymyr, Per Steinar Halvorsen, Rafael Palomar, Dirk Plettemeier, Svein-Erik Hamran, Tor A. Ramstad, Ilangko Balasingham
In-Body to On-Body Ultrawideband Propagation Model Derived From Measurements in Living Animals. IEEE J. Biomed. Health Informatics 19 (3) (2015)
Raúl Chávez-Santiago, Ilangko Balasingham, Jacob Bergsland, Wasim Zahid, Kenichi Takizawa, Ryu Miura, Huan-Bang Li
Experimental implant communication of high data rate video using an ultra wideband radio link. EMBC (2013)
Raúl Chávez-Santiago, Ilangko Balasingham, Jacob Bergsland
Ultrawideband Technology in Medicine: A Survey. J. Electr. Comput. Eng. 2012 (2012)