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1. Comparing stacking ensemble techniques to improve musculoskeletal fracture image classification
Ibrahem Kandel, Mauro Castelli, Aleš Popovič, 2021, original scientific article

Keywords: neuroscience, deep learning, image classification, stacking, ensemble learning, convolutional neural networks, transfer learning, medical images
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2. COMPUTER-ASSISTED DESIGN AND ANALYSIS OF PEDICLE SCREW PLACEMENT BASED ON MEDICAL IMAGES OF THE SPINE
DEJAN KNEZ, 2018, doctoral dissertation

Keywords: medical image analysis pedicle screw placement computer-assisted preoperative planning pedicle morphometry pedicle modeling in 3D computed tomography images variability analysis spine surgery
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3. Uncertainty estimation and evaluation of deformation image registration based convolutional neural networks
Luciano Rivetti, Andrej Studen, Manju Sharma, Jason Chan, Robert Jeraj, 2024, original scientific article

Keywords: medical physics, medical images, deformable image registration, adaptive radiotherapy, deep learning, neural networks, uncertainty estimation
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4. Comparative study of first order optimizers for image classification using convolutional neural networks on histopathology images
Ibrahem Kandel, Mauro Castelli, Aleš Popovič, 2020, original scientific article

Keywords: image classification, convolutional neural networks, deep learning, medical images, transfer learning, optimizers, neuroscience
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5. Musculoskeletal images classification for detection of fractures using transfer learning
Ibrahem Kandel, Mauro Castelli, Aleš Popovič, 2020, original scientific article

Keywords: transfer learning, computer vision, convolutional neural networks, image classification, musculoskeletal images, deep learning, medical images, neuroscience
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6. Skin lesion classification in head and neck cancers using tissue index images derived from hyperspectral imaging
Doruntina Hoxha, Aljoša Krt, Jošt Stergar, Tadej Tomanič, Aleš Grošelj, Ivan Štajduhar, Gregor Serša, Matija Milanič, 2025, original scientific article

Keywords: medical physics, hyperspectral imaging, tissue index images, tumors, machine learning
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