医学 AI

Brain MRI Segmentation using Template-Based Training and Visual Perception Augmentation

Fang-Cheng Yeh

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、q-bio、eess.IV

Direct segmentation of brain white matter tracts in diffusion MRI

Hamza Kebiri, Ali Gholipour, Meritxell Bach Cuadra, Davood Karimi

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、q-bio、eess.IV

Generalist Vision Foundation Models for Medical Imaging: A Case Study of Segment Anything Model on Zero-Shot Medical Segmentation

Peilun Shi, Jianing Qiu, Sai Mu Dalike Abaxi, Hao Wei, Frank P. -W. Lo, Wu Yuan

专题命中 医学影像 ：medical image(abstract)；MRI(abstract)；CT(abstract)；radiology(abstract)

Comments Published in Diagnostics

Journal ref Diagnostics 2023

A Review of Causality for Learning Algorithms in Medical Image Analysis

Athanasios Vlontzos, Daniel Rueckert, Bernhard Kainz

专题命中 医学影像 ：medical image(title,abstract)；biomedical(comments,journal_ref)；分类 cs.CV

Comments Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://www.melba-journal.org/papers/2022:028.html". ; Paper ID: 2022:028

Journal ref Machine.Learning.for.Biomedical.Imaging. 1 (2022)

Tensor Radiomics: Paradigm for Systematic Incorporation of Multi-Flavoured Radiomics Features

Arman Rahmim, Amirhosein Toosi, Mohammad R. Salmanpour, Natalia Dubljevic, Ian Janzen, Isaac Shiri, Ren Yuan, Cheryl Ho, Habib Zaidi, Calum MacAulay, Carlos Uribe, Fereshteh Yousefirizi

专题命中 医学影像 ：medical image(abstract)；MRI(abstract)；CT(abstract)；diagnosis(abstract)

Masked Image Modeling Advances 3D Medical Image Analysis

Zekai Chen, Devansh Agarwal, Kshitij Aggarwal, Wiem Safta, Samit Hirawat, Venkat Sethuraman, Mariann Micsinai Balan, Kevin Brown

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV、cs.LG、q-bio

Comments 8 pages, 6 figures, 9 tables; Accepted by WACV2023

Quantitative Imaging Principles Improves Medical Image Learning

Lambert T. Leong, Michael C. Wong, Yannik Glaser, Thomas Wolfgruber, Steven B. Heymsfield, Peter Sadowski, John A. Shepherd

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV、q-bio、eess.IV

Computer-Aided Extraction of Select MRI Markers of Cerebral Small Vessel Disease: A Systematic Review

Jiyang Jiang, Dadong Wang, Yang Song, Perminder S. Sachdev, Wei Wen

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、q-bio、eess.IV

An Efficient Anchor-free Universal Lesion Detection in CT-scans

Manu Sheoran, Meghal Dani, Monika Sharma, Lovekesh Vig

专题命中 医学影像 ：CT(title,abstract)；biomedical(comments,journal_ref)；分类 cs.CV

Comments 4 Pages, 2 figures, 2 tables. Paper accepted at IEEE International Symposium on Biomedical Imaging (ISBI'22)

Journal ref IEEE International Symposium on Biomedical Imaging (ISBI) 2022

Patch-based Medical Image Segmentation using Matrix Product State Tensor Networks

Raghavendra Selvan, Erik B Dam, Søren Alexander Flensborg, Jens Petersen

专题命中 医学影像 ：medical image(title)；biomedical(abstract,comments)；分类 cs.CV

Comments Journal extension of our preliminary conference work "Segmenting two-dimensional structures with strided tensor networks", Selvan et al. 2021, available at arXiv:2102.06900. 24 pages, 12 figures. Accepted to be published at the Journal of Machine Learning for Biomedical Imaging, to be updated at https://www.melba-journal.org/papers/2022:005.html

Journal ref Journal of Machine Learning for Biomedical Imaging. 2022:005. pp 1-24

2.5D Thermometry Maps for MRI-guided Tumor Ablation

Julian Alpers, Daniel L. Reimert, Maximilian Rötzer, Thomas Gerlach, Marcel Gutberlet, Frank Wacker, Bennet Hensen, Christian Hansen

专题命中 医学影像 ：MRI(title,abstract)；medical image(comments,journal_ref)；分类 eess.IV

Comments 11 pages and 4 figures, submitted to and accepted by the 24th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2021)

Journal ref 24th International Conference on Medical Image Computing and Computer-Assisted Intervention (2021) 311-320

Application of Time Separation Technique to Enhance C-arm CT Dynamic Liver Perfusion Imaging

Hana Haseljić, Vojtěch Kulvait, Robert Frysch, Bennet Hensen, Frank Wacker, Georg Rose, Thomas Werncke

专题命中 医学影像 ：CT(title,abstract)；radiology(comments,journal_ref)；分类 eess.IV

Comments 5 pages, 8 figures, published in Proceedings of the 16th Virtual International Meeting on Fully 3D Image Reconstruction in Radiology and Nuclear Medicine 2021 arXiv:2110.04143

Journal ref Published in Proceedings of the 16th Virtual International Meeting on Fully 3D Image Reconstruction in Radiology and Nuclear Medicine 2021 arXiv:2110.04143

Software Implementation of the Krylov Methods Based Reconstruction for the 3D Cone Beam CT Operator

Vojtěch Kulvait, Georg Rose

专题命中 医学影像 ：CT(title,abstract)；radiology(comments,journal_ref)；分类 eess.IV

Comments 5 pages, 3 figures, published in Proceedings of the 16th Virtual International Meeting on Fully 3D Image Reconstruction in Radiology and Nuclear Medicine 2021 arXiv:2110.04143

Journal ref Published in Proceedings of the 16th Virtual International Meeting on Fully 3D Image Reconstruction in Radiology and Nuclear Medicine 2021 arXiv:2110.04143

Unsupervised learning of MRI tissue properties using MRI physics models

Divya Varadarajan, Katherine L. Bouman, Andre van der Kouwe, Bruce Fischl, Adrian V. Dalca

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、q-bio、eess.IV

Comments 11 Pages, 9 figures

DINs: Deep Interactive Networks for Neurofibroma Segmentation in Neurofibromatosis Type 1 on Whole-Body MRI

Jian-Wei Zhang, Wei Chen, K. Ina Ly, Xubin Zhang, Fan Yan, Justin Jordan, Gordon Harris, Scott Plotkin, Pengyi Hao, Wenli Cai

专题命中 医学影像 ：MRI(title,abstract)；biomedical(comments,journal_ref)；分类 cs.CV

Comments Accepted by IEEE Journal of Biomedical and Health Informatics (JBHI)

Journal ref IEEE Journal of Biomedical and Health Informatics, 2021

A Deep Attentive Convolutional Neural Network for Automatic Cortical Plate Segmentation in Fetal MRI

Haoran Dou, Davood Karimi, Caitlin K. Rollins, Cynthia M. Ortinau, Lana Vasung, Clemente Velasco-Annis, Abdelhakim Ouaalam, Xin Yang, Dong Ni, Ali Gholipour

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、q-bio、eess.IV

Comments Accepted by IEEE Transactions on Medical Imaging

Disentangling brain heterogeneity via semi-supervised deep-learning and MRI: dimensional representations of Alzheimer's Disease

Zhijian Yang, Ilya M. Nasrallah, Haochang Shou, Junhao Wen, Jimit Doshi, Mohamad Habes, Guray Erus, Ahmed Abdulkadir, Susan M. Resnick, David Wolk, Christos Davatzikos

专题命中 医学影像 ：MRI(title)；diagnosis(abstract)；分类 cs.LG、q-bio、eess.IV

Comments 37 pages, 11 figures

Cross-Modal Information Maximization for Medical Imaging: CMIM

Tristan Sylvain, Francis Dutil, Tess Berthier, Lisa Di Jorio, Margaux Luck, Devon Hjelm, Yoshua Bengio

专题命中 医学影像 ：medical image(abstract)；MRI(abstract)；CT(abstract)；radiology(abstract)

Comments ICASSP 2021

Classification of Schizophrenia from Functional MRI Using Large-scale Extended Granger Causality

Axel Wismüller, M. Ali Vosoughi

专题命中 医学影像 ：MRI(title)；biomedical(abstract)；分类 cs.LG、q-bio、eess.IV

Comments The paper is the preprint of the paper accepted at the SPIE 2021 conference. The manuscript includes 14 pages with two figures. arXiv admin note: substantial text overlap with arXiv:2101.01832. text overlap with arXiv:2101.09354

Large-scale Augmented Granger Causality (lsAGC) for Connectivity Analysis in Complex Systems: From Computer Simulations to Functional MRI (fMRI)

Axel Wismuller, M. Ali Vosoughi

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.LG、q-bio、eess.IV

Comments 15 pages, conference

DeepAtrophy: Teaching a Neural Network to Differentiate Progressive Changes from Noise on Longitudinal MRI in Alzheimer's Disease

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

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.LG、q-bio、eess.IV

Comments Submitted to a journal, IF ~ 6

Automated characterization of noise distributions in diffusion MRI data

Samuel St-Jean, Alberto De Luca, Chantal M. W. Tax, Max A. Viergever, Alexander Leemans

专题命中 医学影像 ：MRI(title,abstract)；medical image(comments,journal_ref)；分类 eess.IV

Comments v3: Peer reviewed version v2: Manuscript as submitted to Medical image analysis v1: Manuscript as submitted to Magnetic resonance in medicine

Journal ref Medical Image Analysis, Volume 65, 2020, 101758, ISSN 1361-8415

Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation

Yingda Xia, Dong Yang, Zhiding Yu, Fengze Liu, Jinzheng Cai, Lequan Yu, Zhuotun Zhu, Daguang Xu, Alan Yuille, Holger Roth

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments 19 pages, 6 figures, to appear in Medical Image Analysis. This article is an extension of the conference paper arXiv:1811.12506

Journal ref Medical Image Analysis, 2020

MRI correlates of chronic symptoms in mild traumatic brain injury

Cailey I. Kerley, Kurt G. Schilling, Justin Blaber, Beth Miller, Allen Newton, Adam W. Anderson, Bennett A. Landman, Tonia S. Rex

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.LG、q-bio、eess.IV

Comments SPIE Medical Imaging 2020

Can tumor location on pre-treatment MRI predict likelihood of pseudo-progression versus tumor recurrence in Glioblastoma? A feasibility study

Marwa Ismail, Virginia Hill, Volodymyr Statsevych, Evan Mason, Ramon Correa, Prateek Prasanna, Gagandeep Singh, Kaustav Bera, Rajat Thawani, Anant Madabhushi, Manmeet Ahluwalia, Pallavi Tiwari

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.LG、q-bio、eess.IV

Kidney segmentation in neck-to-knee body MRI of 40,000 UK Biobank participants

Taro Langner, Andreas Östling, Lukas Maldonis, Albin Karlsson, Daniel Olmo, Dag Lindgren, Andreas Wallin, Lowe Lundin, Robin Strand, Håkan Ahlström, Joel Kullberg

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.LG、q-bio、eess.IV

Reproducible evaluation of diffusion MRI features for automatic classification of patients with Alzheimers disease

Junhao Wen, Jorge Samper-Gonzalez, Simona Bottani, Alexandre Routier, Ninon Burgos, Thomas Jacquemont, Sabrina Fontanella, Stanley Durrleman, Stephane Epelbaum, Anne Bertrand, Olivier Colliot

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.LG、q-bio、eess.IV

Comments 51 pages, 5 figure and 6 tables

DeepRetinotopy: Predicting the Functional Organization of Human Visual Cortex from Structural MRI Data using Geometric Deep Learning

Fernanda L. Ribeiro, Steffen Bollmann, Alexander M. Puckett

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、cs.LG、q-bio

Unsupervised 3D End-to-End Medical Image Registration with Volume Tweening Network

Shengyu Zhao, Tingfung Lau, Ji Luo, Eric I-Chao Chang, Yan Xu

专题命中 医学影像 ：medical image(title,abstract)；biomedical(comments,journal_ref)；分类 cs.CV

Comments Journal of Biomedical and Health Informatics

Journal ref IEEE Journal of Biomedical and Health Informatics (Volume: 24, Issue: 5, May 2020)

Harmony-Search and Otsu based System for Coronavirus Disease (COVID-19) Detection using Lung CT Scan Images

V. Rajinikanth, Nilanjan Dey, Alex Noel Joseph Raj, Aboul Ella Hassanien, K. C. Santosh, N. Sri Madhava Raja

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV、q-bio、eess.IV

Comments 13 pages