Neuroimaging

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22 papers in the last four weeks, up 267% on the four weeks before. 0.2% of all new papers.

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  1. Image-Domain Poisson-Perturbation Robustness of NCCT Slice Classification

    Mar 24, 2026Rhea Ghosal, Ronok Ghosal, Eileen LouMedical Image ClassificationNeuroimaging

    Westlake High School, Austin, TX, United States · California Institute of Technology, Pasadena, CA, United States · Round Rock High School, Round Rock, TX, United States

  2. An Approach to Simultaneous Acquisition of Real-Time MRI Video, EEG, and Surface EMG for Articulatory, Brain, and Muscle Activity During Speech Production

    Mar 5, 2026Jihwan Lee, Parsa Razmara, Kevin Huang +16Neuroimaging

    Signal Analysis and Interpretation Laboratory, University of Southern California · Ming Hsieh Dept. of Electrical and Computer Engineering, University of Southern California · Dept. of Linguistics, University of Southern California

  3. SHINE: Sequential Hierarchical Integration Network for EEG and MEG

    Feb 27, 2026Xiran Xu, Yujie Yan, Songyi Li +4ElectroencephalographyNeural Processes

    Speech and Hearing Research Center, School of Intelligence Science and Technology, Peking University, China · National Key Laboratory of General Artificial Intelligence, China · Center for BioMed-X Research, Academy for Advanced Interdisciplinary Studies, Peking University, China

  4. Data-Driven Registration and Modeling of Brain Deformation for Image-Guided Neurosurgery: A Systematic Review

    Feb 9, 2026Tiago Assis, Colin P. Galvin, Joshua P. Castillo +12NeuroimagingDeformable Image Registration

    LASIGE, Faculty of Sciences, University of Lisbon, 1749-016 Lisbon, Portugal · Department of Neurosurgery and Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA · Gina Cody School of Engineering and Computer Science, Concordia University, Montreal, QC H3G 2W1, Canada +5

  5. BrainNormalizer: Anatomy-Informed Pseudo-Healthy Brain Reconstruction from Tumor MRI via Edge-Guided ControlNet

    Nov 17, 2025Min Gu Kwak, Yeonju Lee, Hairong Wang +2Diffusion Models for Image RestorationMedical Image Synthesis

    Department of Health and Rehabilitation Sciences, University of Pittsburgh, Pittsburgh, PA, USA · H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA,2026 USA · Operations Research and Industrial Engineering, Cockrell School of Engineering, University of Texas at Austin, Austin, TX, USAJul +2

  6. Hi-DREAM: Brain-Inspired Hierarchical Diffusion for fMRI-to-Image Reconstruction via ROI Encoder and VisuAl Mapping

    Nov 14, 2025Guowei Zhang, Yun Zhao, Kai Sun +4Neural DecodingConditional Image Generation

    Dept of Data Science and AI, Monash University, Melbourne, Australia · Brain and Mind Centre, University of Sydney, Sydney, Australia · School of Psychological Sciences, Monash University, Melbourne, Australia

  7. Scaling Vision Transformers for Functional MRI with Flat Maps

    Oct 15, 2025Connor Lane, Mihir Tripathy, Leema Krishna Murali +15Medical Imaging Foundation ModelsMasked Autoencoders

    MedARC · Sophont · Baylor College of Medicine +3

  8. On a Geometry of Interbrain Networks

    Sep 12, 2025Nicolás Hinrichs, Noah Guzmán, Melanie WeberNeuroimaging

    Neural Data Science and Statistical Computing Group, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany · Embodied Cognitive Science Unit, Okinawa Institute of Science and Technology, Okinawa, Japan · Independent Scholar +1

  9. Reduced NEXI protocol for the quantification of human gray matter microstructure on the Connectome 2.0 scanner

    Sep 11, 2025Quentin Uhl, Tommaso Pavan, Julianna Gerold +10Magnetic Resonance ImagingNeuroimaging

    Department of Radiology, Lausanne University Hospital (CHUV) and University of Lausanne, Lausanne, Switzerland · Department of Radiology, Massachusetts General Hospital, Athinoula A. Martinos Center for Biomedical Imaging, Boston, MA, USA

  10. Uncertain but Useful: Leveraging CNN Training Variability into Data Augmentation

    Sep 5, 2025Inés Gonzalez-Pepe, Vinuyan Sivakolunthu, Yohan Chatelain +1Image SegmentationData Augmentation

    Department of Computer Science Concordia University Montreal, QC H3G 1M8, Canada · Department of Computer Science Concordia University2026 Montreal, QC H3G 1M8, Canada · Krembil Centre for Neuroinformatics Centre for Addiction and Mental Health Toronto, ON M5T 0S8, Canada +1

  11. Achieving detailed medial temporal lobe segmentation with upsampled isotropic training from implicit neural representation

    Aug 24, 2025Yue Li, Pulkit Khandelwal, Rohit Jena +8Alzheimer's DiseaseImage Segmentation

    University of Pennsylvania, Philadelphia, United States · Siemens Healthineers, Princeton, United States · Lund University, Lund, Sweden

  12. A Multimodal Sequence-to-Sequence Model for Cross-Subject Prediction of Brain Responses to Naturalistic Stimuli

    Jul 24, 2025Qianyi He, Monica D. Rosenberg, Yuan Chang LeongNeural DecodingNeuroimaging

    Data Science Institute University of Chicago, USA · Department of Psychology, Neuroscience Institute University of Chicago, USA

  13. Explainable Graph-theoretical Machine Learning with Application to Alzheimer's Disease Prediction

    Mar 20, 2025Narmina Baghirova, Duy-Thanh Vũ, Duy-Cat Can +6Clinical Outcome PredictionNeuroimaging

    Department of Informatics, University of Fribourg, Fribourg, Switzerland · Platform of Bioinformatics, Lausanne University Hospital (CHUV), Lausanne, Switzerland · Faculty of Biology and Medicine, University of Lausanne, Lausanne, Switzerland

  14. Enhancing Cognitive Workload Classification Using Integrated LSTM Layers and CNNs for fNIRS Data Analysis

    Jul 22, 2024Mehshan Ahmed Khan, Houshyar Asadi, Mohammad Reza Chalak Qazani +6Recurrent Neural NetworksConvolutional Neural Networks

    Institute for Intelligent Systems Research and Innovation, Deakin University, 75 Pigdons Rd, Waurn Ponds, VIC, 3216, Geelong, Australia

  15. Machine Learning-Based Classification of Jhana Advanced Concentrative Absorption Meditation Using 7 Tesla Functional Magnetic Resonance Imaging

    Date pendingPuneet Kumar, Winson F. Z. Yang, Alakhsimar Singh +2Neural DecodingNeuroimaging

    School of AI and Data Engineering, Indian Institute of Technology Ropar 140001, India · Meditation Research Program, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02129, USA · Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02129, USA +2

  16. Representation learning of human cortical folding to reveal long lasting neurodevelopmental signatures

    Date pendingJulien Laval, Robin Guiavarch, Antoine Dufournet +24Representation LearningSelf-Supervised Learning

    Universit´e Paris-Saclay, CEA, CNRS, Neurospin, UMR 9027 BAOBAB, GAIA Laboratory, Gif-sur-Yvette, France · LTCI, Institut Polytechnique de Paris, T´el´ecom Paris, Palaiseau, France · Maison de la simulation, Universit´e Paris-Saclay, CEA, Gif-sur-Yvette, France +10