医学 AI

Ultrathin, flexible and MRI-compatible microelectrode array for chronic single units recording within subcortical layers

Scott Greenhorn, Véronique Coizet, Victor Dupuit, Bruno Fernandez, Guillaume Bres, Arnaud Claudel, Pierre Gasner, Jan M. Warnking, Emmanuel L. Barbier, Cécile Delacour

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio

Spatially Covariant Image Registration with Text Prompts

Xiang Chen, Min Liu, Rongguang Wang, Renjiu Hu, Dongdong Liu, Gaolei Li, Hang Zhang

专题命中 医学影像 ：medical image(abstract)；MRI(abstract)；CT(abstract)；分类 cs.CV、eess.IV

Comments 13 pages, 8 figures, 6 tables

Coronary CTA and Quantitative Cardiac CT Perfusion (CCTP) in Coronary Artery Disease

Hao Wu, Yingnan Song, Ammar Hoori, Ananya Subramaniam, Juhwan Lee, Justin Kim, Tao Hu, Sadeer Al-Kindi, Wei-Ming Huang, Chun-Ho Yun, Chung-Lieh Hung, Sanjay Rajagopalan, David L. Wilson

专题命中 医学影像 ：CT(title,abstract)；分类 q-bio

An automated framework for brain vessel centerline extraction from CTA images

Sijie Liu, Ruisheng Su, Jianghang Su, Jingmin Xin, Jiayi Wu, Wim van Zwam, Pieter Jan van Doormaal, Aad van der Lugt, Wiro J. Niessen, Nanning Zheng, Theo van Walsum

专题命中 医学影像 ：CT(abstract)；pathology(abstract)；diagnosis(abstract)；分类 cs.CV、eess.IV

Detection and Classification of Diabetic Retinopathy using Deep Learning Algorithms for Segmentation to Facilitate Referral Recommendation for Test and Treatment Prediction

Manoj S H, Arya A Bosale

专题命中 医学影像 ：medical image(abstract)；pathology(abstract)；diagnosis(abstract)；分类 cs.CV、eess.IV

Hybrid Representation-Enhanced Sampling for Bayesian Active Learning in Musculoskeletal Segmentation of Lower Extremities

Ganping Li, Yoshito Otake, Mazen Soufi, Masashi Taniguchi, Masahide Yagi, Noriaki Ichihashi, Keisuke Uemura, Masaki Takao, Nobuhiko Sugano, Yoshinobu Sato

专题命中 医学影像 ：medical image(abstract)；MRI(abstract)；CT(abstract)；分类 cs.CV、eess.IV

Comments 15 pages, 5 figures

Self-Supervised Pre-Training with Contrastive and Masked Autoencoder Methods for Dealing with Small Datasets in Deep Learning for Medical Imaging

Daniel Wolf, Tristan Payer, Catharina Silvia Lisson, Christoph Gerhard Lisson, Meinrad Beer, Michael Götz, Timo Ropinski

专题命中 医学影像 ：medical image(abstract)；CT(abstract)；diagnosis(abstract)；分类 cs.CV、cs.LG

Comments Accepted in Nature Scientific Reports

Artificial Intelligence in Fetal Resting-State Functional MRI Brain Segmentation: A Comparative Analysis of 3D UNet, VNet, and HighRes-Net Models

Farzan Vahedifard, Xuchu Liu, Mehmet Kocak, H. Asher Ai, Mark Supanich, Christopher Sica., Kranthi K Marathu, Seth Adler, Maysam Orouskhani, Sharon Byrd

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio

Global Contrast Masked Autoencoders Are Powerful Pathological Representation Learners

Hao Quan, Xingyu Li, Weixing Chen, Qun Bai, Mingchen Zou, Ruijie Yang, Tingting Zheng, Ruiqun Qi, Xinghua Gao, Xiaoyu Cui

专题命中 医学影像 ：medical image(abstract)；pathology(abstract)；diagnosis(abstract)；分类 cs.CV、eess.IV

Med-DANet V2: A Flexible Dynamic Architecture for Efficient Medical Volumetric Segmentation

Haoran Shen, Yifu Zhang, Wenxuan Wang, Chen Chen, Jing Liu, Shanshan Song, Jiangyun Li

专题命中 医学影像 ：medical image(abstract)；MRI(abstract)；CT(abstract)；分类 cs.CV、eess.IV

Comments Accepted by WACV 2024

Robust deformable image registration using cycle-consistent implicit representations

Louis D. van Harten, Jaap Stoker, Ivana Išgum

专题命中 医学影像 ：medical image(abstract)；MRI(abstract)；CT(abstract)；分类 cs.CV、eess.IV

Comments 10 pages, 9 figures, accepted in IEEE Transactions on Medical Imaging

ReFuSeg: Regularized Multi-Modal Fusion for Precise Brain Tumour Segmentation

Aditya Kasliwal, Sankarshanaa Sagaram, Laven Srivastava, Pratinav Seth, Adil Khan

专题命中 医学影像 ：medical image(abstract)；MRI(abstract)；diagnosis(abstract)；分类 cs.CV、eess.IV

Comments Accepted at 9th edition of the Brain Lesion (BrainLes) workshop, MICCAI 2023

Novel Machine Learning Approaches for Improving the Reproducibility and Reliability of Functional and Effective Connectivity from Functional MRI

Cooper J. Mellema, Albert Montillo

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio

Comments 23 pages, 5 figures, 3 algorithms, 2 equations, 3 tables, 5 pages supplemental

Decoupled conditional contrastive learning with variable metadata for prostate lesion detection

Camille Ruppli, Pietro Gori, Roberto Ardon, Isabelle Bloch

专题命中 医学影像 ：MRI(abstract)；diagnosis(abstract)；radiology(abstract)；分类 cs.CV、cs.LG

Comments Accepted at MILLanD workshop (MICCAI)

Estimating axon radius using diffusion-relaxation MRI: calibrating a surface-based relaxation model with histology

Muhamed Barakovic, Marco Pizzolato, Chantal M. W. Tax, Umesh Rudrapatna, Stefano Magon, Tim B. Dyrby, Cristina Granziera, Jean-Philippe Thiran, Derek K. Jones, Erick J. Canales-Rodríguez

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio

Comments 47 pages, 10 figures

Journal ref Frontiers in Neuroscience, Vol 17, 2023. https://www.frontiersin.org/articles/10.3389/fnins.2023.1209521

Mesh2SSM: From Surface Meshes to Statistical Shape Models of Anatomy

Krithika Iyer, Shireen Elhabian

专题命中 医学影像 ：medical image(abstract)；MRI(abstract)；CT(abstract)；分类 cs.CV、cs.LG

Generative AI for Medical Imaging: extending the MONAI Framework

Walter H. L. Pinaya, Mark S. Graham, Eric Kerfoot, Petru-Daniel Tudosiu, Jessica Dafflon, Virginia Fernandez, Pedro Sanchez, Julia Wolleb, Pedro F. da Costa, Ashay Patel, Hyungjin Chung, Can Zhao, Wei Peng, Zelong Liu, Xueyan Mei, Oeslle Lucena, Jong Chul Ye, Sotirios A. Tsaftaris, Prerna Dogra, Andrew Feng, Marc Modat, Parashkev Nachev, Sebastien Ourselin, M. Jorge Cardoso

专题命中 医学影像 ：medical image(abstract)；MRI(abstract)；CT(abstract)；分类 cs.CV、eess.IV

AnyStar: Domain randomized universal star-convex 3D instance segmentation

Neel Dey, S. Mazdak Abulnaga, Benjamin Billot, Esra Abaci Turk, P. Ellen Grant, Adrian V. Dalca, Polina Golland

专题命中 医学影像 ：MRI(abstract)；CT(abstract)；radiology(abstract)；分类 cs.CV、cs.LG

Comments Code available at https://github.com/neel-dey/AnyStar

Super-Resolution Based Patch-Free 3D Image Segmentation with High-Frequency Guidance

Hongyi Wang, Lanfen Lin, Hongjie Hu, Qingqing Chen, Yinhao Li, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Ruofeng Tong

专题命中 医学影像 ：medical image(abstract)；MRI(abstract)；CT(abstract)；分类 cs.CV、eess.IV

Comments Version #2 uploaded in Jul 10, 2023

MedGen3D: A Deep Generative Framework for Paired 3D Image and Mask Generation

Kun Han, Yifeng Xiong, Chenyu You, Pooya Khosravi, Shanlin Sun, Xiangyi Yan, James Duncan, Xiaohui Xie

专题命中 医学影像 ：medical image(abstract)；MRI(abstract)；CT(abstract)；分类 cs.CV、eess.IV

Comments Accepted by MICCAI 2023. Project Page: https://krishan999.github.io/MedGen3D/

Comparison of Immersed Boundary Simulations of Heart Valve Hemodynamics against In Vitro 4D Flow MRI Data

Alexander D. Kaiser, Nicole K. Schiavone, Christopher J. Elkins, Doff B. McElhinney, John K. Eaton, Alison L. Marsden

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio

Comments Ann Biomed Eng (2023)

The Forward-Forward Algorithm as a feature extractor for skin lesion classification: A preliminary study

Abel Reyes-Angulo, Sidike Paheding

专题命中 医学影像 ：medical image(abstract)；diagnosis(abstract)；biomedical(abstract)；分类 cs.CV、cs.LG

Comments This is a camera-ready version of the paper for the LXAI @ ICML'23 workshop

SAM++: Enhancing Anatomic Matching using Semantic Information and Structural Inference

Xiaoyu Bai, Yong Xia

专题命中 医学影像 ：medical image(abstract)；MRI(abstract)；CT(abstract)；分类 cs.CV、cs.LG

Compositionally Equivariant Representation Learning

Xiao Liu, Pedro Sanchez, Spyridon Thermos, Alison Q. O'Neil, Sotirios A. Tsaftaris

专题命中 医学影像 ：medical image(abstract)；MRI(abstract)；CT(abstract)；分类 cs.CV、cs.LG

Comments Submitted. 10 pages. arXiv admin note: text overlap with arXiv:2206.14538

NaviAirway: a Bronchiole-sensitive Deep Learning-based Airway Segmentation Pipeline

Andong Wang, Terence Chi Chun Tam, Ho Ming Poon, Kun-Chang Yu, Wei-Ning Lee

专题命中 医学影像 ：medical image(abstract)；CT(abstract)；biomedical(abstract)；分类 cs.CV、eess.IV

Regional Deep Atrophy: a Self-Supervised Learning Method to Automatically Identify Regions Associated With Alzheimer's Disease Progression From Longitudinal MRI

Mengjin Dong, Long Xie, Sandhitsu R. Das, Jiancong Wang, Laura E. M. Wisse, Robin deFlores, David A. Wolk, Paul A. Yushkevich

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio

Comments Submitted to NeuroImage for review

Diff-UNet: A Diffusion Embedded Network for Volumetric Segmentation

Zhaohu Xing, Liang Wan, Huazhu Fu, Guang Yang, Lei Zhu

专题命中 医学影像 ：MRI(abstract)；CT(abstract)；diagnosis(abstract)；分类 cs.CV、eess.IV

Comments 8 pages

Reliability of Tumour Classification from Multi-Dimensional DCE-MRI Variables using Data Transformations

S. V. Notley, N. A. Thacker, L. Horsley, R. A. Little, Y. Watson, S. Mullamitha, G. C. Jayson, A. Jackson

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio

Comments 18 pages and 6 figures

Position Regression for Unsupervised Anomaly Detection

Florentin Bieder, Julia Wolleb, Robin Sandkühler, Philippe C. Cattin

专题命中 医学影像 ：medical image(abstract)；MRI(abstract)；CT(abstract)；分类 cs.CV、cs.LG

Journal ref Proceedings of The 5th International Conference on Medical Imaging with Deep Learning, PMLR 172:160-172, 2022

Multi-Target Landmark Detection with Incomplete Images via Reinforcement Learning and Shape Prior

Kaiwen Wan, Lei Li, Dengqiang Jia, Shangqi Gao, Wei Qian, Yingzhi Wu, Huandong Lin, Xiongzheng Mu, Xin Gao, Sijia Wang, Fuping Wu, Xiahai Zhuang

专题命中 医学影像 ：medical image(abstract)；MRI(abstract)；CT(abstract)；分类 cs.CV、cs.LG

Comments 29 pages, 13 figures