脑机接口 / BCI

GRAFNet: Multiscale Retinal Processing via Guided Cortical Attention Feedback for Enhancing Medical Image Polyp Segmentation

GRAFNet：通过引导性皮层注意反馈进行多尺度视网膜处理以增强医学图像息肉分割

Abdul Joseph Fofanah, Lian Wen, Alpha Alimamy Kamara, Zhongyi Zhang, David Chen, Albert Patrick Sankoh

专题命中 神经信号处理 ：cortical(title,abstract)

AI总结 GRAFNet通过引导性皮层注意反馈模块提升医学图像息肉分割的准确性和泛化能力。

ReLANCE: A Resource-Efficient Low-Latency Cortical Neural Acceleration Engine

ReLANCE：一种资源高效、低延迟的皮层神经加速引擎

Sonu Kumar, Arjun S. Nair, Bhawna Chaudhary, Mukul Lokhande, Santosh Kumar Vishvakarma

专题命中 神经信号处理 ：cortical(title,abstract)

AI总结 ReLANCE通过模块化并行性设计，实现低延迟、高吞吐量的皮层神经网络加速，提升边缘AI应用的资源效率和准确性。

NC-Reg : Neural Cortical Maps for Rigid Registration

NC-Reg：神经皮层图用于刚体配准

Ines Vati, Pierrick Bourgeat, Rodrigo Santa Cruz, Vincent Dore, Olivier Salvado, Clinton Fookes, Léo Lebrat

机构 * CSIRO, Australia（澳大利亚联邦科学工业研究组织） ； Queensland University of Technology, Australia（昆士兰理工大学） 纠错

专题命中 神经信号处理 ：cortical(title,abstract)

AI总结 NC-Reg通过神经皮层图、梯度下降和模拟退火实现高精度刚体配准，提供亚度精度和高效优化。

Comments ISBI 2026

Connectivity-Preserving Cortical Surface Tetrahedralization

保持连通性的皮层表面四面体化

Besm Osman, Ruben Vink, Andrei Jalba, Maxime Chamberland

专题命中 神经信号处理 ：cortical(title,abstract)

AI总结 本文提出了一种保持皮层表面连通性的四面体化方法，解决了自动表面提取中因自相交和小孔导致的连通性丢失问题。

Comments 13 pages, 3 figures

Effect of modeling subject-specific cortical folds on brain injury risk prediction under blunt impact loading

Anu Tripathi, Alison Brooks, Traci Snedden, Peter Ferrazzano, Christian Franck, Rika Wright Carlsen

专题命中 神经信号处理 ：cortical(title,abstract)

Diversity in emergent cell locomotion from the coupling cytosolic and cortical Marangoni flows with reaction-diffusion dynamics

Blaž Ivšić, Igor Weber, Piotr Nowakowski, Ana-Sunčana Smith

专题命中 神经信号处理 ：cortical(title,abstract)

Comments 23 pages, 6 figures

SimCortex: Collision-free Simultaneous Cortical Surfaces Reconstruction

Kaveh Moradkhani, R Jarrett Rushmore, Sylvain Bouix

机构 * Department of Software Engineering and Information Technology（软件工程与信息技术系） ； École de technologie supérieure（高等技术学院） ； Department of Anatomy and Neurobiology（解剖与神经生物学系） ； Boston University School of Medicine（波士顿大学医学学院） 纠错

专题命中 神经信号处理 ：cortical(title,abstract)

Comments Metadata update: added journal reference and DOI linking to the published chapter (Springer)

Journal ref Shape in Medical Imaging (ShapeMI 2025), Lecture Notes in Computer Science (LNCS), vol. 16171, Springer, Cham, 2025, pp. 347-359

Individualized Mapping of Aberrant Cortical Thickness via Stochastic Cortical Self-Reconstruction

Christian Wachinger, Dennis Hedderich, Melissa Thalhammer, Fabian Bongratz

机构 * Lab for Artificial Intelligence in Medical Imaging, Institute for Diagnostic and Interventional Radiology, School of Medicine and Health, TUM Klinikum, Technical University of Munich (TUM)（人工智能在医学影像中的实验室、诊断与介入放射学研究所、医学与健康学院、TUM医院、慕尼黑技术大学） ； Munich Center for Machine Learning (MCML)（慕尼黑机器学习中心） ； Department of Neuroradiology, School of Medicine and Health, TUM Klinikum, Technical University of Munich (TUM)（神经放射科、医学与健康学院、TUM医院、慕尼黑技术大学） 纠错

专题命中 神经信号处理 ：cortical(title,abstract)

Comments Accepted for publication in Medical Image Analysis

Simulated Cortical Magnification Supports Self-Supervised Object Learning

Zhengyang Yu, Arthur Aubret, Chen Yu, Jochen Triesch

机构 * Frankfurt Institute for Advanced Studies（法兰克福高级研究所） ； Xidian-FIAS International Joint Research Center（西电-法兰克福国际联合研究中心） ； Department of Psychology, University of Texas at Austin（德克萨斯大学奥斯汀分校心理学系） 纠错

专题命中 神经信号处理 ：cortical(title,abstract)

Comments Accepted at IEEE ICDL 2025. 6 pages, 5 figures

LV-CadeNet: A Long-View Feature Convolution-Attention Fusion Encoder-Decoder Network for EEG/MEG Spike Analysis

Kuntao Xiao, Xiongfei Wang, Pengfei Teng, Yi Sun, Yong Zhang, Wanli Yang, Zikang Xu, Liang Zhang, Hanyang Dong, Guoming Luan, Shurong Sheng

机构 * Anhui Province Key Laboratory of Biomedical Imaging and Intelligent Processing（安徽省生物医学成像与智能处理重点实验室） ； Institute of Artificial Intelligence（人工智能研究院） ； Hefei Comprehensive National Science Center（合肥综合性国家科学中心） ； Department of Neurosurgery（神经外科部门） ； Beijing Key Laboratory of Epilepsy（北京癫痫重点实验室） ； Sanbo Brain Hospital Capital Medical University（首都医科大学三博脑科医院） ； Huaibei People’s Hospital of Anhui Province（安徽省淮北人民医院） ； School of Artificial Intelligence（人工智能学院） ； AHU-IAI AI Joint Lab（AHU-IAI人工智能联合实验室） 纠错

专题命中 神经信号处理 ：EEG(title,abstract)

Is the cortical dynamics ergodic? A numerical study in partially symmetric networks of spiking neurons

Ferdinand Tixidre, Gianluigi Mongillo, Alessandro Torcini

专题命中 神经信号处理 ：cortical(title,abstract)

Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis

Nataliia Molchanova, Alessandro Cagol, Mario Ocampo-Pineda, Po-Jui Lu, Matthias Weigel, Xinjie Chen, Erin Beck, Charidimos Tsagkas, Daniel Reich, Colin Vanden Bulcke, Anna Stolting, Serena Borrelli, Pietro Maggi, Adrien Depeursinge, Cristina Granziera, Henning Mueller, Pedro M. Gordaliza, Meritxell Bach Cuadra

机构 * Faculty of Biology and Medicine, University of Lausanne (UNIL)（日内瓦大学生物与医学学院） ； Radiology Department, Lausanne University Hospital (CHUV)（洛桑大学医院放射科） ； MedGIFT, Institute of Informatics, School of Management, HES--SO Valais--Wallis University of Applied Sciences（应用科学与艺术西瓦利斯-瓦利斯大学信息学院） ； CIBM Center for Biomedical Imaging（生物医学成像中心） ； Department of Radiology and Medical Informatics, University of Geneva（日内瓦大学放射科与医学信息学系） ； Translational Imaging in Neurology (ThINK) Basel, Department of Medicine and Biomedical Engineering, University Hospital Basel and University of Basel（神经学转化成像（ThINK）巴塞尔，巴塞尔大学医院和巴塞尔大学医学与生物医学工程系） ； Multiple Sclerosis Center, Department of Neurology, University Hospital Basel（多发性硬化中心，巴塞尔大学医院神经科） ； Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel and University of Basel（临床神经免疫学与神经科学巴塞尔研究中心（RC2NB），巴塞尔大学医院和巴塞尔大学） ； Division of Radiological Physics, Department of Radiology, University Hospital Basel（放射物理学系，放射科，巴塞尔大学医院） ； Department of Neurology, Icahn School of Medicine at Mount Sinai（伊坎医学院神经科） ； Translational Neuroradiology Section, National Institute of Neurological Disorders and Stroke, National Institutes of Health（神经疾病国家研究所转化神经放射学组，国家卫生研究院） ； Neuroinflammation Imaging Lab (NIL), Université catholique de Louvain（神经炎症成像实验室（NIL），卢旺达大学） 纠错

专题命中 神经信号处理 ：cortical(title,abstract)

Refraction corrected specular beamforming applied to cortical bone enhances interface visibility of bone-soft tissues interfaces

Amadou S. Dia, Quentin Grimal, Guillaume Renaud

专题命中 神经信号处理 ：cortical(title,abstract)

UNSURF: Uncertainty Quantification for Cortical Surface Reconstruction of Clinical Brain MRIs

Raghav Mehta, Karthik Gopinath, Ben Glocker, Juan Eugenio Iglesias

机构 * Imperial College London, UK（伦敦帝国理工学院） 纠错

专题命中 神经信号处理 ：cortical(title,abstract)

Comments Paper accepted at MICCAI 2025. Raghav Mehta and Karthik Gopinath contributed equally. Ben Glocker and Juan Eugenio Iglesias contributed equally

Estimation of Head Motion in Structural MRI and its Impact on Cortical Thickness Measurements in Retrospective Data

Charles Bricout, Samira Ebrahimi Kahou, Sylvain Bouix

机构 * École de technologie supérieure ； University of Calgary（卡尔加里大学） ； Canada CIFAR AI Chair/Mila（加拿大CIFAR AI Chair/Mila） 纠错

专题命中 神经信号处理 ：cortical(title,abstract)

End-to-end Cortical Surface Reconstruction from Clinical Magnetic Resonance Images

Jesper Duemose Nielsen, Karthik Gopinath, Andrew Hoopes, Adrian Dalca, Colin Magdamo, Steven Arnold, Sudeshna Das, Axel Thielscher, Juan Eugenio Iglesias, Oula Puonti

机构 * Danish Research Centre for Magnetic Resonance, Department of Radiology and Nuclear Medicine, Copenhagen University Hospital – Amager and Hvidovre（丹麦磁共振研究所以及放射科和核医学科，哥本哈根大学医院-阿马格和霍伊多夫雷） ； Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital（阿提诺拉A.马丁诺斯生物医学成像中心，麻省总医院） ； Computer Science and Artificial Intelligence Lab, Massachusetts Institute of Technology（计算机科学与人工智能实验室，麻省理工学院） ； Department of Radiology, Harvard Medical School（放射科，哈佛医学院） ； Department of Neurology, Massachusetts General Hospital（神经科，麻省总医院） ； Department of Health Technology, Technical University of Denmark（健康技术系，丹麦技术大学） ； Hawkes Institute, University College London（霍克斯研究所，伦敦大学学院） 纠错

专题命中 神经信号处理 ：cortical(title,abstract)

Comments 11 pages, 4 figures

Self-Supervised Masked Mesh Learning for Unsupervised Anomaly Detection on 3D Cortical Surfaces

Hao-Chun Yang, Sicheng Dai, Saige Rutherford, Christian Gaser, Andre F Marquand, Christian F Beckmann, Thomas Wolfers

专题命中 神经信号处理 ：cortical(title,abstract)

Exploring Robustness of Cortical Morphometry in the presence of white matter lesions, using Diffusion Models for Lesion Filling

Vinzenz Uhr, Ivan Diaz, Christian Rummel, Richard McKinley

专题命中 神经信号处理 ：cortical(title,abstract)

DDCSR: A Novel End-to-End Deep Learning Framework for Cortical Surface Reconstruction from Diffusion MRI

Chengjin Li, Yuqian Chen, Nir A. Sochen, Wei Zhang, Carl-Fredrik Westin, Rathi Yogesh, Lauren J. O'Donnell, Ofer Pasternak, Fan Zhang

专题命中 神经信号处理 ：cortical(title,abstract)

Comments 9 pages, 3 figures

Using Structural Similarity and Kolmogorov-Arnold Networks for Anatomical Embedding of Cortical Folding Patterns

Minheng Chen, Chao Cao, Tong Chen, Yan Zhuang, Jing Zhang, Yanjun Lyu, Xiaowei Yu, Lu Zhang, Tianming Liu, Dajiang Zhu

专题命中 神经信号处理 ：cortical(title,abstract)

3D Shape-to-Image Brownian Bridge Diffusion for Brain MRI Synthesis from Cortical Surfaces

Fabian Bongratz, Yitong Li, Sama Elbaroudy, Christian Wachinger

专题命中 神经信号处理 ：cortical(title,abstract)

Comments Accepted by Information Processing in Medical Imaging (IPMI) 2025

Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple Sclerosis

Nataliia Molchanova, Alessandro Cagol, Pedro M. Gordaliza, Mario Ocampo-Pineda, Po-Jui Lu, Matthias Weigel, Xinjie Chen, Adrien Depeursinge, Cristina Granziera, Henning Müller, Meritxell Bach Cuadra

专题命中 神经信号处理 ：cortical(title,abstract)

Ultrasound imaging of cortical bone: cortex geometry and measurement of porosity based on wave speed for bone remodeling estimation

Amadou S. Dia, Guillaume Renaud, Christine Chappard, Quentin Grimal

专题命中 神经信号处理 ：cortical(title,abstract)

Numerical Study on Human Brain Cortical Electrostimulation Assessment During Uniform Magnetic Field Exposure at Intermediate Frequencies

Jose Gomez-Tames, Thomas Tarnaud, Wout Joseph, Emmeric Tanghe

专题命中 神经信号处理 ：cortical(title,abstract)

Comments 6 pages, 5 figures, 1 table

The Developing Human Connectome Project: A Fast Deep Learning-based Pipeline for Neonatal Cortical Surface Reconstruction

Qiang Ma, Kaili Liang, Liu Li, Saga Masui, Yourong Guo, Chiara Nosarti, Emma C. Robinson, Bernhard Kainz, Daniel Rueckert

专题命中 神经信号处理 ：cortical(title,abstract)

Comments Accepted by Medical Image Analysis

Segmentation of the cortical plate in fetal brain MRI with a topological loss

Priscille de Dumast, Hamza Kebiri, Chirine Atat, Vincent Dunet, Mériam Koob, Meritxell Bach Cuadra

专题命中 神经信号处理 ：cortical(title,abstract)

Comments 4 pages, 4 figures. This work has been submitted to the IEEE for possible publication

GESH-Net: Graph-Enhanced Spherical Harmonic Convolutional Networks for Cortical Surface Registration

Ruoyu Zhang, Lihui Wang, Kun Tang, Jingwen Xu, Hongjiang Wei

专题命中 神经信号处理 ：cortical(title,abstract)

Bayesian inference for group-level cortical surface image-on-scalar-regression with Gaussian process priors

Andrew S. Whiteman, Timothy D. Johnson, Jian Kang

专题命中 神经信号处理 ：cortical(title,abstract)

Simulation of depth-dose curves and water equivalent ratios of energetic proton beams in cortical bone

Ana María Zamora-Vinaroz, Pablo de Vera, Isabel Abril, Rafael Garcia-Molina

专题命中 神经信号处理 ：cortical(title,abstract)

Comments Accepted version in Physical Review E (see published version in: https://journals.aps.org/pre/abstract/10.1103/PhysRevE.110.034405), 20 pages, 6 figures

Journal ref Physical Review E 110 (2024) 034405

Light-induced cortical excitability reveals programmable shape dynamics in starfish oocytes

Jinghui Liu, Tom Burkart, Alexander Ziepke, John Reinhard, Yu-Chen Chao, Tzer Han Tan, S. Zachary Swartz, Erwin Frey, Nikta Fakhri

专题命中 神经信号处理 ：cortical(title,abstract)

Comments 36 pages, 16 figures, 11 movies