医学 AI

A 3D Conditional Diffusion Model for Image Quality Transfer -- An Application to Low-Field MRI

Seunghoi Kim, Henry F. J. Tregidgo, Ahmed K. Eldaly, Matteo Figini, Daniel C. Alexander

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

Stain Consistency Learning: Handling Stain Variation for Automatic Digital Pathology Segmentation

Michael Yeung, Todd Watts, Sean YW Tan, Pedro F. Ferreira, Andrew D. Scott, Sonia Nielles-Vallespin, Guang Yang

专题命中 医学影像 ：pathology(title,abstract)；分类 cs.CV、cs.LG、eess.IV

Transfer learning from a sparsely annotated dataset of 3D medical images

Gabriel Efrain Humpire-Mamani, Colin Jacobs, Mathias Prokop, Bram van Ginneken, Nikolas Lessmann

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

Spatio-Temporal Similarity Measure based Multi-Task Learning for Predicting Alzheimer's Disease Progression using MRI Data

Xulong Wang, Yu Zhang, Menghui Zhou, Tong Liu, Jun Qi, Po Yang

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

Benefits of mirror weight symmetry for 3D mesh segmentation in biomedical applications

Vladislav Dordiuk, Maksim Dzhigil, Konstantin Ushenin

专题命中 医学影像 ：biomedical(title,abstract)；分类 cs.CV、cs.LG、eess.IV

Comments was sent to IEEE conference

Improving Lesion Segmentation in FDG-18 Whole-Body PET/CT scans using Multilabel approach: AutoPET II challenge

Gowtham Krishnan Murugesan, Diana McCrumb, Eric Brunner, Jithendra Kumar, Rahul Soni, Vasily Grigorash, Stephen Moore, Jeff Van Oss

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

Comments AutoPET II challenge paper

Modality Cycles with Masked Conditional Diffusion for Unsupervised Anomaly Segmentation in MRI

Ziyun Liang, Harry Anthony, Felix Wagner, Konstantinos Kamnitsas

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

Comments Accepted in Multiscale Multimodal Medical Imaging workshop in MICCAI 2023

Medi-CAT: Contrastive Adversarial Training for Medical Image Classification

Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed

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

Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting

Benjamin Yan, Ruochen Liu, David E. Kuo, Subathra Adithan, Eduardo Pontes Reis, Stephen Kwak, Vasantha Kumar Venugopal, Chloe P. O'Connell, Agustina Saenz, Pranav Rajpurkar, Michael Moor

专题命中 医学影像 ：radiology(title,abstract)；medical image(abstract)

Comments Accepted to Findings of EMNLP 2023

DeepVox and SAVE-CT: a contrast- and dose-independent 3D deep learning approach for thoracic aorta segmentation and aneurysm prediction using computed tomography scans

Matheus del-Valle, Lariza Laura de Oliveira, Henrique Cursino Vieira, Henrique Min Ho Lee, Lucas Lembrança Pinheiro, Maria Fernanda Portugal, Newton Shydeo Brandão Miyoshi, Nelson Wolosker

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

Comments 23 pages, 4 figures, 7 tables

Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective

Chenyu You, Weicheng Dai, Yifei Min, Fenglin Liu, David A. Clifton, S Kevin Zhou, Lawrence Hamilton Staib, James S Duncan

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

Comments Accepted by Advances in Neural Information Processing Systems (NeurIPS 2023)

Robust Depth Linear Error Decomposition with Double Total Variation and Nuclear Norm for Dynamic MRI Reconstruction

Junpeng Tan, Chunmei Qing, Xiangmin Xu

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

Stable Deep MRI Reconstruction using Generative Priors

Martin Zach, Florian Knoll, Thomas Pock

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

Global k-Space Interpolation for Dynamic MRI Reconstruction using Masked Image Modeling

Jiazhen Pan, Suprosanna Shit, Özgün Turgut, Wenqi Huang, Hongwei Bran Li, Nil Stolt-Ansó, Thomas Küstner, Kerstin Hammernik, Daniel Rueckert

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

Self-supervised Fetal MRI 3D Reconstruction Based on Radiation Diffusion Generation Model

Junpeng Tan, Xin Zhang, Yao Lv, Xiangmin Xu, Gang Li

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

AliasNet: Alias Artefact Suppression Network for Accelerated Phase-Encode MRI

Marlon E. Bran Lorenzana, Shekhar S. Chandra, Feng Liu

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

Data efficient deep learning for medical image analysis: A survey

Suruchi Kumari, Pravendra Singh

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

Comments Under Review

Diffeomorphic Multi-Resolution Deep Learning Registration for Applications in Breast MRI

Matthew G. French, Gonzalo D. Maso Talou, Thiranja P. Babarenda Gamage, Martyn P. Nash, Poul M. Nielsen, Anthony J. Doyle, Juan Eugenio Iglesias, Yaël Balbastre, Sean I. Young

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

SFUSNet: A Spatial-Frequency domain-based Multi-branch Network for diagnosis of Cervical Lymph Node Lesions in Ultrasound Images

Yubiao Yue, Jun Xue, Haihua Liang, Bingchun Luo, Zhenzhang Li

专题命中 医学影像 ：diagnosis(title,abstract)；分类 cs.CV、cs.LG、eess.IV

Abdominal multi-organ segmentation in CT using Swinunter

Mingjin Chen, Yongkang He, Yongyi Lu

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

Comments 8pages. arXiv admin note: text overlap with arXiv:2201.01266 by other authors

Applications of Sequential Learning for Medical Image Classification

Sohaib Naim, Brian Caffo, Haris I Sair, Craig K Jones

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

Attention and Pooling based Sigmoid Colon Segmentation in 3D CT images

Md Akizur Rahman, Sonit Singh, Kuruparan Shanmugalingam, Sankaran Iyer, Alan Blair, Praveen Ravindran, Arcot Sowmya

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

Comments 8 Pages, 6 figures, Accepted at IEEE DICTA 2023

Generalized Dice Focal Loss trained 3D Residual UNet for Automated Lesion Segmentation in Whole-Body FDG PET/CT Images

Shadab Ahamed, Arman Rahmim

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

Comments AutoPET-II challenge (2023)

Ensemble Methods for Multi-Organ Segmentation in CT Series

Leonardo Crespi, Paolo Roncaglioni, Damiano Dei, Ciro Franzese, Nicola Lambri, Daniele Loiacono, Pietro Mancosu, Marta Scorsetti

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

Comparing Adversarial and Supervised Learning for Organs at Risk Segmentation in CT images

Leonardo Crespi, Mattia Portanti, Daniele Loiacono

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

Explainable Deep Learning Methods in Medical Image Classification: A Survey

Cristiano Patrício, João C. Neves, Luís F. Teixeira

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

Comments Accepted for publication in ACM Computing Surveys

Interpretable Weighted Siamese Network to Predict the Time to Onset of Alzheimer's Disease from MRI Images

Misgina Tsighe Hagos, Niamh Belton, Ronan P. Killeen, Kathleen M. Curran, Brian Mac Namee

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

Comments Accepted at the Specialist Group on Artificial Intelligence, SGAI 2023, conference

Amyloid-Beta Axial Plane PET Synthesis from Structural MRI: An Image Translation Approach for Screening Alzheimer's Disease

Fernando Vega, Abdoljalil Addeh, M. Ethan MacDonald

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

Comments Abstract submitted and presented to the International Society of Magnetic Resonance in Medicine (ISMRM 2023), Toronto, Canada

Understanding Silent Failures in Medical Image Classification

Till J. Bungert, Levin Kobelke, Paul F. Jaeger

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

Comments Accepted at MICCAI 23

Constrained Probabilistic Mask Learning for Task-specific Undersampled MRI Reconstruction

Tobias Weber, Michael Ingrisch, Bernd Bischl, David Rügamer

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

Comments accepted at WACV 2024