Predrag Bakic
Associate Professor, Principal investigator, PhD, FAAPM
Associate Professor of Radiology Lund University, Translational Medicine, SUS Malmö. PI, Project Manager, MSEE, BSEE. Adjunct Associate Professor of Radiology University of Pennsylvania.
Education: B.S. (Electrical Engineering) University of Belgrade, 1990. M.S. (Electrical Engineering) University of Belgrade, 1995. Ph.D. (Electrical Engineering) Lehigh University, 2000, PhD thesis: Breast Tissue Description and Modeling in Mammography. Postdoc (Medical Physics) Thomas Jefferson University, 2003.
Employment: Lund University. University of Pennsylvania (UPenn). Thomas Jefferson University. Lehigh University. University of Belgrade.
Supervision: Three PhD students
Main Projects:
1) Simultaneous digital breast tomosynthesis (DBT) and mechanical imaging (MI) – DBTMI
2) Virtual Clinical Trials (VCTs) of medical imaging
3) AID4BC Multimodal AI-based Precision Diagnostics and Decision Support for Breast Cancer and Decision Support for Breast Cancer together with Sophia Zackrisson and Magnus Dustler
Publications:
Google Scholar: https://scholar.google.com/citations?user=f_FoIZEAAAAJ&hl=en
Scopus: https://www.scopus.com/authid/detail.uri?authorId=6603874554
Orcid: https://orcid.org/0000-0001-7087-0915
Publications
Displaying of publications. Sorted by year, then title.
Lesion Detectability and Masking Disparity Assessment in Breast Tomosynthesis Across Diverse Populations Using In-Silico Imaging Trials
Bruno Barufaldi, Rodrigo B. Vimieiro, Vincent Dong, Hanna Tomic, Quy Cao, et al.
(2026) IEEE Transactions on Medical Imaging, 45 p.4433-4443
ArticleDBTMI Database Characterization and Artifacts Reduction : The First 100 Clinical Datasets
Predrag R. Bakic, Magnus Dustler, Sophia Zackrisson, Anders Tingberg
(2026) Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 13924
Paper in conference proceedingBreast density classification and decision explainability by deep sparse approximations
Chelsea E. Harris, Lingling Liu, Dhiwahar Adhithya Kennady, Predrag R. Bakic, Sokratis Makrogiannis
(2026) Progress in Biomedical Optics and Imaging - Proceedings of SPIE
Paper in conference proceedingTowards Improved Control of Breast Density in Simulated Mammograms via Perlin Noise Parameterization
Hanna Tomic, Magnus Dustler, Predrag R. Bakic
(2026) Progress in Biomedical Optics and Imaging - Proceedings of SPIE
Paper in conference proceedingComparison between the results of simulated mechanical imaging on software breast phantom and in vivo measurements
John Henry Markbo, Predrag R. Bakic, Hanna Isaksson, Kristin Johnson, Magnus Dustler
(2026) Radiation Protection Dosimetry, 202 p.314-318
ArticleAnnotation and characterization of lesions in breast tomosynthesis images
Magnus Dustler, Akane Ohashi, Hanna Tomic, Kristin Johnson, Sophia Zackrisson, et al.
(2026) Radiation Protection Dosimetry, 202 p.326-330
ArticleAAPM task group 234 report : Virtual tools for the evaluation of new 3D/4D breast imaging systems
Predrag R. Bakic, Kyle J. Myers, Craig K. Abbey, Raymond J. Acciavatti, Ali N. Avanaki, et al.
(2026) Medical Physics, 53
ArticlePotential Clinical Applications of Ultrasound Optical Tomography : Breast Tissue Characterization and Brain Imaging
Akvile Zabiliute-Karaliune, Adam Kinos, Alexander Bengtsson, David Gustavsson, David Hill, et al.
(2025) European Conferences on Biomedical Optics 2025 ECBO
Paper in conference proceedingVirtual imaging trials in medicine : A brief takeaway of the lessons from the first international summit
Ehsan Samei, Ehsan Abadi, Predrag Bakic, Kristina Bliznakova, Hilde Bosmans, et al.
(2025) Medical Physics, 52 p.1950-1959
ArticleCharacterization of optically stimulated luminescence dosimetry using NaCl pellets in breast x-ray imaging
Anna Bjerkén, Maria Karampiperi, Hanna Tomic, Magnus Dustler, Christopher Rääf, et al.
(2025) Radiation Protection Dosimetry, 201 p.960-965
ArticleMethodology to simulate temporal changes in breast tumors and parenchyma using Perlin noise
Hanna Tomic, Pontus Timberg, John Henry Markbo, Sophia Zackrisson, Anders Tingberg, et al.
(2025) Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 13405
Paper in conference proceedingExploring the impact of image restoration in simulating higher dose mammography : effects on the detectability of microcalcifications across different sizes using model observer analysis
Renann F. Brandão, Lucas E. Soares, Lucas R. Borges, Predrag R. Bakic, Anders Tingberg, et al.
(2025) Journal of Medical Imaging, 12
ArticleCharacterization of tumour-like inclusions in breast-mimicking phantoms using ultrasound optical tomography
Akvilė Zabiliūtė-Karaliūnė, Eglė Bukartė, Maria Ruchkina, Adam Kinos, Alexander Bengtsson, et al.
(2025) Scientific Reports, 15
ArticleAnalytical model for rapid simulation of ultrasound optical tomography images based on mean photon path lengths
Stefan Šušnjar, Adam Kinos, Predrag R. Bakic, Sophia Zackrisson, Fabrizio Martelli, et al.
(2025) Optics Express, 33 p.40091-40120
ArticleDeep Tissue Characterization by Ultrasound Optical Tomography Hybrid Monte Carlo Model
Stefan Šušnjar, Adam Kinos, Predrag Bakic, Sophia Zackrisson, Johannes Swartling, et al.
(2025) European Conferences on Biomedical Optics 2025
Paper in conference proceedingAcquisition Geometry vs Radiation Dose in Digital Breast Tomosynthesis : Design Considerations for Optimizing the Reconstruction Quality Through Denoising
Arthur C. Costa, Renann F. Brandão, Lucas R. Borges, Bruno Barufaldi, Andrew D.A. Maidment, et al.
(2025) IFMBE Proceedings , p.905-914
Paper in conference proceedingA framework for simulation of temporal evolution and longitudinal studies of breast anatomy in radiology
Hanna Tomic, Jakob Olinder, John Henry Markbo, Pontus Timberg, Sophia Zackrisson, et al.
(2025) Medical Physics, 52
ArticleAssessing Digital Breast Tomosynthesis Impact on Early Cancer Detection : Insights from Consecutive Screening
Annika Jögi, Kristin Johnson, Sofia Wittgren, Victor Sundgren, Hanna Tomic, et al.
(2024) Radiology, 312
ArticleUsing simulated breast lesions based on Perlin noise for evaluation of lesion segmentation
Hanna Tomic, Zhikai Yang, Anders Tingberg, Sophia Zackrisson, Rodrigo Moreno, et al.
(2024) Progress in Biomedical Optics and Imaging - Proceedings of SPIE
Paper in conference proceedingDeveloping ultrasound optical tomography for deep tissue imaging of the breast
E. Bukartė, A. Zabiliūtė-Karaliūnė, M. Ruchkina, A. Kinos, N. Reistad, et al.
(2024) Proceedings of SPIE - The International Society for Optical Engineering
Paper in conference proceedingAdvancing breast tissue imaging with an ultrasound optical tomography (UOT) approach
Maria Ruchkina, Akvile Zabiliute-Karaliune, Egle Bukarte, Adam Kinos, David Hill, et al.
(2024) Tissue Optics and Photonics III: PROCEEDINGS VOLUME 13010 SPIE PHOTONICS EUROPE | 7-12 APRIL 2024, 13010 p.1301006
Paper in conference proceedingAlignment of clinical breast tomosynthesis and mechanical images : The effect of the variation in shift and rotation
Predrag R. Bakic, Sophia Zackrisson, Anders Tingberg, Magnus Dustler
(2024) Proceedings of SPIE - The International Society for Optical Engineering
Paper in conference proceedingEvaluating an image restoration pipeline for digital mammography across varied radiation exposures and microcalcification sizes using model observer analysis
Renann F. Brandão, Lucas E. Soares, Lucas R. Borges, Predrag R. Bakic, Anders Tingberg, et al.
(2024) Proceedings of SPIE - The International Society for Optical Engineering
Paper in conference proceedingAI lesion risk score at different exposure settings
Anders Tingberg, Victor Dahlblom, Predrag Bakic, Haiko Schurz, Fredrik Strand, et al.
(2024) Proceedings of SPIE - The International Society for Optical Engineering
Paper in conference proceedingSimulation of ultrasound optical tomography (UOT) for characterizing breast tumors
Adam Kinos, David Hill, Magnus Dustler, Sophia Zackrisson, Lars Rippe, et al.
(2024) Proceedings of SPIE - The International Society for Optical Engineering
Paper in conference proceedingModelling the connection between image quality, cancer detection, and overdiagnosis in breast imaging : a new perspective on DM and DBT
Magnus Dustler, Predrag Bakic, Daniel Förnvik
(2024) Proceedings of SPIE - The International Society for Optical Engineering
Paper in conference proceedingEstimation of the absorbed dose in simultaneous digital breast tomosynthesis and mechanical imaging
Anna Bjerkén, Hanna Tomic, Sophia Zackrisson, Magnus Dustler, Predrag Bakic, et al.
(2024) Journal of Medical Imaging, 12
ArticleSimulation of heterogeneity within breast lesions based upon Perlin noise
Hanna Tomic, Arthur C. Costa, Marcelo A. C. Vieira, Magnus Dustler, Sophia Zackrisson, et al.
(2024) 17th International Workshop on Breast Imaging (IWBI 2024), 13174
Paper in conference proceedingSimulation of breast lesions based upon fractal Perlin noise
Hanna Tomic, Arthur C. Costa, Anna Bjerkén, Marcelo A.C. Vieira, Sophia Zackrisson, et al.
(2023) Physica Medica, 114
ArticleAssessment of projection interpolation to compensate for the increased radiation dose in DBTMI
Arthur C. Costa, Anna Bjerkén, Magnus Dustler, Anders Tingberg, Predrag Bakic, et al.
(2023) Progress in Biomedical Optics and Imaging - Proceedings of SPIE
Paper in conference proceedingDose evaluation of simultaneous breast radiography and mechanical imaging
Anna Bjerkén, Hanna Tomic, Christian Bernhardsson, Sophia Zackrisson, Anders Tingberg, et al.
(2023) Medical Imaging 2023: Physics of Medical Imaging, 12463
Paper in conference proceedingMalmö Breast ImaginG database: objectives and development
Victor Dahlblom, Magnus Dustler, Anetta Bolejko, Predrag Bakic, Henrik Granberg, et al.
(2023) Journal of Medical Imaging, 10
ArticleEvaluation of 3D printed contrast detail phantoms for mammography quality assurance
Måns Boll, Trevor Vent, Hanna Tomic, Christian Bernhardsson, Magnus Dustler, et al.
(2022) Proceedings of SPIE - The International Society for Optical Engineering
Paper in conference proceedingSimulation of volumetric breast densities for virtual clinical trials
Hanna Tomic, Daniel Förnvik, Sophia Zackrisson, Anders Tingberg, Magnus Dustler, et al.
(2022) Medical Imaging 2022: : Physics of Medical Imaging, 12031
Paper in conference proceedingVirtual clinical trial of simultaneous digital breast tomosynthesis and mechanical imaging: : model calibration and the effect of tumor depth
Hanna Tomic, Rebecca Axelsson, Sophia Zackrisson, Anders Tingberg, Magnus Dustler, et al.
(2022) Medical Imaging 2022: : Physics of Medical Imaging, 12031
Paper in conference proceedingComputer simulations of case difficulty in digital breast tomosynthesis using virtual clinical trials
Bruno Barufaldi, Trevor Lewis Vent, Predrag Radomir Bakic, Andrew Douglas Arnould Maidment
(2022) Medical Physics, 49 p.2220-2232
ArticleNovel Perlin-based phantoms using 3D models of compressed breast shapes and fractal noise
Joao P.V. Teixeira, Telmo M. Silva Filho, Thais G. Do Rego, Yuri B. Malheiros, Magnus Dustler, et al.
(2022) Progress in Biomedical Optics and Imaging - Proceedings of SPIE
Paper in conference proceedingFinite element model of mechanical imaging of the breast
Rebecca Axelsson, Hanna Tomic, Sophia Zackrisson, Anders Tingberg, Hanna Isaksson, et al.
(2022) Journal of Medical Imaging, 9 p.1-15
ArticleDevelopment and evaluation of a method for tumor growth simulation in virtual clinical trials of breast cancer screening
Hanna Tomic, Anna Bjerkén, Gustav Hellgren, Kristin Johnson, Daniel Förnvik, et al.
(2022) Journal of Medical Imaging, 9
ArticleSimultaneous digital breast tomosynthesis and mechanical imaging in women recalled from screening - A preliminary analysis
Rebecca Axelsson, Victor Dahlblom, Anders Tingberg, Sophia Zackrisson, Magnus Dustler, et al.
(2022) Proceedings of SPIE - The International Society for Optical Engineering
Paper in conference proceedingTumor growth rate estimations in a breast cancer screening population
Hanna Tomic, Akane Ohashi, Victor Dahlblom, Anna Bjerkén, Daniel Förnvik, et al.
(2022) Proceedings of SPIE - The International Society for Optical Engineering
Paper in conference proceedingComputer model of mechanical imaging acquisition for virtual clinical trials
Rebecca Axelsson, Hanna Isaksson, Sophia Zackrisson, Anders Tingberg, Predrag Bakic, et al.
(2021) Progress in Biomedical Optics and Imaging - Proceedings of SPIE , p.115950Q-1-115950Q-9
Paper in conference proceedingExperimental Evaluation of Physical Breast Phantoms for 2D and 3D Breast X-Ray Imaging Techniques
Nikolay Dukov, Kristina Bliznakova, Tsvetelina Teneva, Stoyko Marinov, Predrag Bakic, et al.
(2021) IFMBE Proceedings , p.544-552
Paper in conference proceedingDeep learning reconstruction of digital breast tomosynthesis images for accurate breast density and patient-specific radiation dose estimation
Jonas Teuwen, Nikita Moriakov, Christian Fedon, Marco Caballo, Ingrid Reiser, et al.
(2021) Medical Image Analysis, 71
ArticleVirtual Clinical Trials in Medical Imaging System Evaluation and Optimisation
Bruno Barufaldi, Andrew D A Maidment, Magnus Dustler, Rebecca Axelsson, Hanna Tomic, et al.
(2021) Radiation Protection Dosimetry, 195 p.363-371
ArticleAssessment of a tumour growth model for virtual clinical trials of breast cancer screening
Hanna Tomic, Anna Bjerkén, Gustav Hellgren, Kristin Johnson, Daniel Förnvik, et al.
(2021) Progress in Biomedical Optics and Imaging - Proceedings of SPIE
Paper in conference proceedingRealism of mammography tissue patches simulated using perlin noise : A forced choice reading study
Magnus Dustler, Predrag Bakic, Debra M. Ikeda, Kristina Lång, Reyer Zwiggelaar
(2021) Progress in Biomedical Optics and Imaging - Proceedings of SPIE
Paper in conference proceedingSpatially localized sparse representations for breast lesion characterization
Keni Zheng, Chelsea Harris, Predrag Bakic, Sokratis Makrogiannis
(2020) Computers in Biology and Medicine, 123
ArticleIdentifying and modelling clinical subpopulations from the Malmö breast tomosynthesis screening trial
B. Torlegård, A. Tingberg, S. Zackrisson, B. Barufaldi, A. D.A. Maidment, et al.
(2020) Proceedings of SPIE - The International Society for Optical Engineering
Paper in conference proceedingArtificial intelligence together with mechanical imaging in mammography
Anna Bejnö, Gustav Hellgren, Alejandro Rodriguez-Ruiz, Predrag R. Bakic, Sophia Zackrisson, et al.
(2020) Proceedings of SPIE - The International Society for Optical Engineering
Paper in conference proceedingPre-processing for image quality improvement in simultaneous DBT and mechanical imaging
Predrag R. Bakic, Magnus Dustler, Susan Ng, Andrew D.A. Maidment, Sophia Zackrisson, et al.
(2020) Progress in Biomedical Optics and Imaging - Proceedings of SPIE
Paper in conference proceedingEvaluation of a flat fielding method for simultaneous DBT and MI acquisition
Predrag R. Bakic, Magnus Dustler, Kristen C. Lau, Andrew D.A. Maidment, Sophia Zackrisson, et al.
(2020) Proceedings of SPIE - The International Society for Optical Engineering
Paper in conference proceedingHigh-attenuation artifact reduction in breast tomosynthesis using a novel reconstruction algorithm
Magnus Dustler, Julia Wicklein, Hannie Förnvik, Joana Boita, Predrag Bakic, et al.
(2019) European Journal of Radiology, 116 p.21-26
ArticleTechnical Note: Noise models for virtual clinical trials of digital breast tomosynthesis
L R Borges, B Barufaldi, R F Caron, Predrag Bakic, A Foi, et al.
(2019) Medical Physics, 46 p.2683-2689
ArticleEvaluation of non-Gaussian statistical properties in virtual breast phantoms
Craig K. Abbey, Predrag R. Bakic, David D. Pokrajac, Andrew D.A. Maidment, Miguel P. Eckstein, et al.
(2019) Journal of Medical Imaging, 6
ArticleRestoration of low-dose digital breast tomosynthesis
Lucas R. Borges, Lucio Azzari, Predrag R. Bakic, Andrew D.A. Maidment, Marcelo A.C. Vieira, et al.
(2018) Measurement Science and Technology, 29
ArticleModeling the mechanical behavior of the breast tissues under compression in real time
M. J. Rupérez, F. Martínez-Martínez, M. Martínez-Sober, M. A. Lago, D. Lorente, et al.
(2018) Lecture Notes in Computational Vision and Biomechanics, 27 p.583-592
ArticleMethod for Simulating Dose Reduction in Digital Breast Tomosynthesis
Lucas R. Borges, Igor Guerrero, Predrag R. Bakic, Alessandro Foi, Andrew D.A. Maidment, et al.
(2017) IEEE Transactions on Medical Imaging, 36 p.2331-2342
ArticleMethod for simulating dose reduction in digital mammography using the Anscombe transformation
Lucas R. Borges, Helder C.R.De Oliveira, Polyana F. Nunes, Predrag R. Bakic, Andrew D.A. Maidment, et al.
(2016) Medical Physics, 43 p.2704-2714
ArticleDescription and Characterization of a Novel Method for Partial Volume Simulation in Software Breast Phantoms
Feiyu Chen, Predrag R. Bakic, Andrew D.A. Maidment, Shane T. Jensen, Xiquan Shi, et al.
(2015) IEEE Transactions on Medical Imaging, 34 p.2146-2161
ArticleMethodology based on genetic heuristics for in-vivo characterizing the patient-specific biomechanical behavior of the breast tissues
M. A. Lago, M. J. Rupérez, F. Martínez-Martínez, S. Martínez-Sanchis, P. R. Bakic, et al.
(2015) Expert Systems with Applications, 42 p.7942-7950
ArticleEvaluating the sensitivity of the optimization of acquisition geometry to the choice of reconstruction algorithm in digital breast tomosynthesis through a simulation study
Rongping Zeng, Subok Park, Predrag Bakic, Kyle J. Myers
(2015) Physics in Medicine and Biology, 60 p.1259-1288
ArticleAsymptotic number of Z3Δ cells covering C(1) surface on uniform grid and complexity of recursive-partitioning simulation of septal tissue regions
Marko D. Petković, Predrag R. Bakic, Andrew D.A. Maidment, David Pokrajac
(2015) Applied Mathematics and Computation, 252 p.263-272
ArticleEstimation of scattered radiation in digital breast tomosynthesis
O. Diaz, D. R. Dance, K. C. Young, P. Elangovan, P. R. Bakic, et al.
(2014) Physics in Medicine and Biology, 59 p.4375-4390
ArticleClassifying ductal trees using geometrical features and ensemble learning techniques
Angeliki Skoura, Tatyana Nuzhnaya, Predrag R. Bakic, Vasilis Megalooikonomou
(2013) Communications in Computer and Information Science, 384 p.146-155
ArticleA virtual trial framework for quantifying the detectability of masses in breast tomosynthesis projection data
Stefano Young, Predrag R. Bakic, Kyle J. Myers, Robert J. Jennings, Subok Park
(2013) Medical Physics, 40
ArticleDigital phantoms for breast imaging
Predrag R. Bakic, Andrew D.A. Maidment
(2012) Physics of Mammographic Imaging , p.135-152
Book chapterOptimized generation of high resolution breast anthropomorphic software phantoms
David D. Pokrajac, Andrew D.A. Maidment, Predrag R. Bakic
(2012) Medical Physics, 39 p.2290-2302
ArticleA statistically defined anthropomorphic software breast phantom
Beverly A. Lau, Ingrid Reiser, Robert M. Nishikawa, Predrag R. Bakic
(2012) Medical Physics, 39 p.3375-3385
ArticleAnalysis of parenchymal texture with digital breast tomosynthesis : Comparison with digital mammography and implications for cancer risk assessment
Despina Kontos, Lynda C. Ikejimba, Predrag R. Bakic, Andrea B. Troxel, Emily F. Conant, et al.
(2011) Radiology, 261 p.80-91
ArticleDevelopment and characterization of an anthropomorphic breast software phantom based upon region-growing algorithm
Predrag R. Bakic, Cuiping Zhang, Andrew D.A. Maidment
(2011) Medical Physics, 38 p.3165-3176
ArticleDevelopment of a physical 3D anthropomorphic breast phantom
Ann Katherine Carton, Predrag Bakic, Christer Ullberg, Helen Derand, Andrew D.A. Maidment
(2011) Medical Physics, 38 p.891-896
ArticleBreast percent density : Estimation on digital mammograms and central tomosynthesis projections
Predrag R. Bakic, Ann Katherine Carton, Despina Kontos, Cuiping Zhang, Andrea B. Troxel, et al.
(2009) Radiology, 252 p.40-49
ArticleA representation and classification scheme for tree-like structures in medical images : Analyzing the branching pattern of ductal trees in x-ray galactograms
Vasileios Megalooikonomou, Michael Barnathan, Despina Kontos, Predrag R. Bakic, Andrew D.A. Maidment
(2009) IEEE Transactions on Medical Imaging, 28 p.487-493
ArticleParenchymal Texture Analysis in Digital Breast Tomosynthesis for Breast Cancer Risk Estimation. A Preliminary Study
Despina Kontos, Predrag R. Bakic, Ann Katherine Carton, Andrea B. Troxel, Emily F. Conant, et al.
(2009) Academic Radiology, 16 p.283-298
ArticleMammogram registration : A phantom-based evaluation of compressed breast thickness variation effects
Frédéric J.P. Richard, Predrag R. Bakić, Andrew D.A. Maidment
(2006) IEEE Transactions on Medical Imaging, 25 p.188-197
ArticleEvaluation of a novel method of noise reduction using computer-simulated mammograms
Oleg Tischenko, Christoph Hoeschen, David R. Dance, Roger A. Hunt, Andrew D.A. Maidment, et al.
(2005) Radiation Protection Dosimetry, 114 p.81-84
ArticleCalculation of the properties of digital mammograms using a computer simulation
R. A. Hunt, David R. Dance, P. R. Bakic, A. D.A. Maidment, M. Sandborg, et al.
(2005) Radiation Protection Dosimetry, 114 p.395-398
ArticleBreast dosimetry using high-resolution voxel phantoms
David R. Dance, R. A. Hunt, P. R. Bakic, A. D.A. Maidment, M. Sandborg, et al.
(2005) Radiation Protection Dosimetry, 114 p.359-363
ArticleMammogram synthesis using a three-dimensional simulation. III. Modeling and evaluation of the breast ductal network
Predrag R. Bakic, Michael Albert, Dragana Brzakovic, Andrew D.A. Maidment
(2003) Medical Physics, 30 p.1914-1925
ArticleClassification of galactograms with ramification matrices : Preliminary results
Predrag R. Bakic, Michael Albert, Andrew D.A. Maidment
(2003) Academic Radiology, 10 p.198-204
ArticleEffects of quantum noise and binocular summation on dose requirements in stereoradiography
Andrew D.A. Maidment, Predrag R. Bakic, Michael Albert
(2003) Medical Physics, 30 p.3061-3071
ArticleNon-rigid registration of mammograms obtained with variable breast compression : A phantom study
Frédéric J.P. Richard, Predrag R. Bakić, Andrew D.A. Maidment
(2003) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , p.281-290
Book chapterMammogram synthesis using a 3D simulation. II. Evaluation of synthetic mammogram texture
Predrag R. Bakic, Michael Albert, Dragana Brzakovic, Andrew D.A. Maidment
(2002) Medical Physics, 29 p.2140-2151
ArticleMammogram synthesis using a 3D simulation. I. Breast tissue model and image acquisition simulation
Predrag R. Bakic, Michael Albert, Dragana Brzakovic, Andrew D.A. Maidment
(2002) Medical Physics, 29 p.2131-2139
ArticleAliasing effects in digital images of line-pair phantoms
Michael Albert, Daniel J. Beideck, Predrag R. Bakic, Andrew D.A. Maidment
(2002) Medical Physics, 29 p.1716-1718
ArticleGeneration and evaluation of physically inspired synthetic mammograms
Predrag Bakic, Michael Albert, Dragana Brzakovic, Andrew D.A. Maidment
(2000) Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings, 2 p.1047-1050
ArticleCNN paradigm based multilevel halftoning of digital images
Predrag R. Bakic, Nenad S. Vujovic, Dragana P. Brzakovic, Pavle D. Kostic, Branimir D. Reljin
(1997) IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing, 44 p.50-53
ArticleQuality assurance of texture web materials using cellular neural networks
Predrag R. Bakic, Nenad S. Vujovic, Dragana P. Brzakovic
(1996) Proceedings of SPIE - The International Society for Optical Engineering , p.473-480
Paper in conference proceeding