Rodrigo Moreno

Publikationer
Populärvetenskap och samverkan

Artiklar

Article: NEUROIMAGE. 2026;338:122043
Explainable AI for MRI Alzheimer's disease classification: A comparative analysis
Persson S; Svenberg H; Rial AM; Ferreira D; Moreno R
Journal article: MEDICAL IMAGE ANALYSIS. 2026;114:104216
Leveraging rotational equivariance for reinforcement learning in tractography
Sinzinger FL; Theberge A; Jodoin P-M; Descoteaux M; Moreno R
Article: OTOLOGY & NEUROTOLOGY. 2026;47(6):e868-e874
White Matter Tracts of the Auditory Pathways in Experimental Unilateral Ear Canal Atresia
Siegbahn M; Kraft Birkne S; Maschio F; Hultcrantz M; Engmer Berglin C; Moreno R
Article: BIOMEDICAL SIGNAL PROCESSING AND CONTROL. 2026;116:109509
Morphology-enhanced CAM-guided SAM for weakly supervised breast lesion segmentation
Yue X; Zhao Q; Liu X; Li J; Bai J; Song C; Liu S; Moreno R; Yang Z; Romero SE; Jimenez G; Fu G
Article: FRONTIERS IN DIGITAL HEALTH. 2026;7:1705044
Combining shallow and deep neural networks on pseudo-color enhanced images for digital breast tomosynthesis lesion classification
Yang Z; Liu Y; Smedby O; Moreno R
Article: MEDICAL IMAGE ANALYSIS. 2025;105:103669
Synthesizing individualized aging brains in health and disease with generative models and parallel transport
Fu J; Zheng Y; Dey N; Ferreira D; Moreno R
Article: JOURNAL OF BIOMECHANICS. 2025;186:112737
Anisotropic mechanical properties Quantification in skeletal muscle using magnetic resonance elastography and diffusion tensor imaging
Wang Z; Petersson S; Moreno R; Wang R
Article: PROCEEDINGS - INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING. 2025;2025:1-5
LEARNING ACCURATE RIGID REGISTRATION FOR LONGITUDINAL BRAIN MRI FROM SYNTHETIC DATA.
Fu J; Dalca AV; Fischl B; Moreno R; Hoffmann M
Article: SCIENTIFIC REPORTS. 2025;15(1):11813
Decomposing the effect of normal aging and Alzheimer's disease in brain morphological changes via learned aging templates
Fu J; Ferreira D; Smedby O; Moreno R
Article: NEUROIMAGE-CLINICAL. 2025;48:103857
Effects of Parkinson's disease on mechanical and microstructural properties of the brain
Olsson C; Skorpil M; Svenningsson P; Moreno R
Article: FRONTIERS IN NEUROSCIENCE. 2024;18:1403804
Bounding tractogram redundancy
Persson S; Moreno R
Article: BMC MEDICAL IMAGING. 2024;24(1):101
Automated region growing-based segmentation for trabecular bone structure in fresh-frozen human wrist specimens
Klintstrom E; Klintstrom B; Smedby O; Moreno R
Article: OTOLOGY & NEUROTOLOGY. 2024;45(4):e342-e350
Asymmetry in Cortical Thickness of the Heschl's Gyrus in Unilateral Ear Canal Atresia
Siegbahn M; Jorgens D; Asp F; Hultcrantz M; Moreno R; Berglin CE
Article: FRONTIERS IN AGING NEUROSCIENCE. 2024;15:1303036
A deep learning model for brain age prediction using minimally preprocessed T1w images as input
Dartora C; Marseglia A; Martensson G; Rukh G; Dang J; Muehlboeck J-S; Wahlund L-O; Moreno R; Barroso J; Ferreira D; Schioth HB; Westman E
Article: NEUROIMAGE. 2023;278:120248
Randomized iterative spherical -deconvolution informed tractogram filtering
Hain A; Jorgens D; Moreno R
Article: HUMAN BRAIN MAPPING. 2023;44(4):1289-1308
Fast three-dimensional image generation for healthy brain aging using diffeomorphic registration
Fu J; Tzortzakakis A; Barroso J; Westman E; Ferreira D; Moreno R
Article: FRONTIERS IN NEUROLOGY. 2022;13:934650
Automatic segmentation of the core of the acoustic radiation in humans
Siegbahn M; Engmer Berglin C; Moreno R
Article: EUROPEAN RADIOLOGY EXPERIMENTAL. 2022;6(1):31
Photon-counting detector CT and energy-integrating detector CT for trabecular bone microstructure analysis of cubic specimens from human radius
Klintstrom B; Henriksson L; Moreno R; Malusek A; Smedby O; Woisetschlager M; Klintstrom E
Article: BONE REPORTS. 2022;16:101179
Predicting the trabecular bone apparent stiffness tensor with spherical convolutional neural networks
Sinzinger F; van Kerkvoorde J; Pahr DH; Moreno R
Article: FRONTIERS IN ONCOLOGY. 2022;12:870457
Spherical Convolutional Neural Networks for Survival Rate Prediction in Cancer Patients
Sinzinger F; Astaraki M; Smedby O; Moreno R
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Preprint: ELSEVIER BV. 2026
Context-Conditional Multi-Task Learning for Multi-Organ Ultrasound Segmentation and Classification
Yang Z; Li G; Hu J; Bai T; Smedby Ö; Moreno R
Preprint: 2025
Synthesizing Individualized Aging Brains in Health and Disease with Generative Models and Parallel Transport
Fu J; Zheng Y; Dey N; Ferreira D; Moreno R
Preprint: IEEE INT SYMP BIOMED IMAGING, 2025, 1-5. 2025
Learning accurate rigid registration for longitudinal brain MRI from synthetic data
Fu J; Dalca AV; Fischl B; Moreno R; Hoffmann M
Preprint: 2023
A deformation-based morphometry framework for disentangling Alzheimer's disease from normal aging using learned normal aging templates
Fu J; Ferreira D; Smedby Ö; Moreno R
Preprint: 2023
Merging multiple input descriptors and supervisors in a deep neural network for tractogram filtering
Jörgens D; Jodoin P-M; Descoteaux M; Moreno R
Preprint: ARXIV. 2022
Generative Aging of Brain Images with Diffeomorphic Registration
Fu J; Tzortzakakis A; Barroso J; Westman E; Ferreira D; Moreno R
Preprint: NEUROIMAGE. 2023 ;278:120248. 2022
Assessing Streamline Plausibility Through Randomized Iterative Spherical-Deconvolution Informed Tractogram Filtering
Hain A; Jörgens D; Moreno R
Book chapter: ANISOTROPY ACROSS FIELDS AND SCALES: MATHEMATICS AND VISUALIZATION. 2021;p. 149-168
Challenges for Tractogram Filtering
Jörgens D; Descoteaux M; Moreno R
Review: APPLIED SCIENCES-BASEL. 2020;10(4):1507
X-Ray Bone Fracture Classification Using Deep Learning: A Baseline for Designing a Reliable Approach
Tanzi L; Vezzetti E; Moreno R; Moos S
Book chapter: DEVELOPMENTS IN MEDICAL IMAGE PROCESSING AND COMPUTATIONAL VISION: LECTURE NOTES IN COMPUTATIONAL VISION AND BIOMECHANICS. 2015;p. 207-220
Anisotropy Estimation of Trabecular Bone in Gray-Scale: Comparison Between Cone Beam and Micro Computed Tomography Data
Moreno R; Borga M; Klintström E; Brismar T; Smedby Ö
Book chapter: VISUALIZATION AND PROCESSING OF HIGHER ORDER DESCRIPTORS FOR MULTI-VALUED DATA: MATHEMATICS AND VISUALIZATION. 2015;p. 163-187
Tensor Voting: Current State, Challenges and New Trends in the Context of Medical Image Analysis
Jörgens D; Moreno R
Conference publication: 2014;:3179-3184
Volume-Based Fabric Tensors Through Lattice-Boltzmann Simulations
Moreno R; Smedby Ö
Book chapter: ADVANCES IN LOW-LEVEL COLOR IMAGE PROCESSING: LECTURE NOTES IN COMPUTATIONAL VISION AND BIOMECHANICS. 2014;p. 279-301
Tensor Voting for Robust Color Edge Detection
Moreno R; Garcia MA; Puig D
Book chapter: IMAGE ANALYSIS: LECTURE NOTES IN COMPUTER SCIENCE. 2013;p. 299-308
Vessel Wall Segmentation Using Implicit Models and Total Curvature Penalizers
Moreno R; Wang C; Smedby Ö
Conference publication: 2012;1:470-473
EVALUATION OF THE PLATE-ROD MODEL ASSUMPTION OF TRABECULAR BONE
Moreno R; Borga M; Smedby Ö
Conference publication: PROCEEDINGS OF SPIE - THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING. 2012;8314:831451
Estimation of trabecular thickness in gray-scale images through granulometric analysis
Moreno R; Borga M; Smedby Ö
Conference publication: 2011;:1641-1644
SOFT CLASSIFICATION OF TRABECULAE IN TRABECULAR BONE
Moreno R; Smedby Ö; Borga M
Conference publication: PROCEEDINGS - INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION. 2010;:3372-3375
Robust Color Image Segmentation through Tensor Voting
Moreno R; Garcia MA; Puig D
Conference publication: 2009;:2153-2156
ROBUST COLOR EDGE DETECTION THROUGH TENSOR VOTING
Moreno R; Garcia MA; Puig D; Julià C
Conference publication: 2009;:2157-2160
A NEW METHODOLOGY FOR EVALUATION OF EDGE DETECTORS
Moreno R; Puig D; Julià C; Garcia MA
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