医学 AI

MMR-Mamba: Multi-Modal MRI Reconstruction with Mamba and Spatial-Frequency Information Fusion

Jing Zou, Lanqing Liu, Qi Chen, Shujun Wang, Zhanli Hu, Xiaohan Xing, Jing Qin

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

Comments 10 pages, 5 figure

Deep Dive into MRI: Exploring Deep Learning Applications in 0.55T and 7T MRI

Ana Carolina Alves, André Ferreira, Behrus Puladi, Jan Egger, Victor Alves

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

Robustness Testing of Black-Box Models Against CT Degradation Through Test-Time Augmentation

Jack Highton, Quok Zong Chong, Samuel Finestone, Arian Beqiri, Julia A. Schnabel, Kanwal K. Bhatia

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

Exploration of Multi-Scale Image Fusion Systems in Intelligent Medical Image Analysis

Yuxiang Hu, Haowei Yang, Ting Xu, Shuyao He, Jiajie Yuan, Haozhang Deng

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

MambaMIR: An Arbitrary-Masked Mamba for Joint Medical Image Reconstruction and Uncertainty Estimation

Jiahao Huang, Liutao Yang, Fanwen Wang, Yang Nan, Angelica I. Aviles-Rivero, Carola-Bibiane Schönlieb, Daoqiang Zhang, Guang Yang

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

Full-Scale Indexing and Semantic Annotation of CT Imaging: Boosting FAIRness

Hannes Ulrich, Robin Hendel, Santiago Pazmino, Björn Bergh, Björn Schreiweis

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

Unlocking the Potential of Early Epochs: Uncertainty-aware CT Metal Artifact Reduction

Xinquan Yang, Guanqun Zhou, Wei Sun, Youjian Zhang, Zhongya Wang, Jiahui He, Zhicheng Zhang

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

Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models

Kanchan Poudel, Manish Dhakal, Prasiddha Bhandari, Rabin Adhikari, Safal Thapaliya, Bishesh Khanal

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

Comments Medical Imaging with Deep Learning (MIDL) 2024 (Oral)

Comparison of fine-tuning strategies for transfer learning in medical image classification

Ana Davila, Jacinto Colan, Yasuhisa Hasegawa

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

Comments Accepted at Image and Vision Computing

Journal ref Image and Vision Computing 146 (2024): 105012

XctDiff: Reconstruction of CT Images with Consistent Anatomical Structures from a Single Radiographic Projection Image

Qingze Bai, Tiange Liu, Zhi Liu, Yubing Tong, Drew Torigian, Jayaram Udupa

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

SE(3)-Equivariant and Noise-Invariant 3D Rigid Motion Tracking in Brain MRI

Benjamin Billot, Neel Dey, Daniel Moyer, Malte Hoffmann, Esra Abaci Turk, Borjan Gagoski, Ellen Grant, Polina Golland

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

Comments Published at IEEE transactions on Medical Imaging

Vision Mamba: Cutting-Edge Classification of Alzheimer's Disease with 3D MRI Scans

Muthukumar K A, Amit Gurung, Priya Ranjan

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

Comments 12 pages with 5 figures and 3 tables, to be submitted as a book chapter

Multi-Task Multi-Scale Contrastive Knowledge Distillation for Efficient Medical Image Segmentation

Risab Biswas

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

Comments Master's thesis

CL-MRI: Self-Supervised Contrastive Learning to Improve the Accuracy of Undersampled MRI Reconstruction

Mevan Ekanayake, Zhifeng Chen, Mehrtash Harandi, Gary Egan, Zhaolin Chen

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

Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI Segmentation

Hongye Zeng, Ke Zou, Zhihao Chen, Rui Zheng, Huazhu Fu

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

Comments Early accepted by MICCAI 2024

Spatial and Modal Optimal Transport for Fast Cross-Modal MRI Reconstruction

Qi Wang, Zhijie Wen, Jun Shi, Qian Wang, Dinggang Shen, Shihui Ying

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

Self-supervised learning improves robustness of deep learning lung tumor segmentation to CT imaging differences

Jue Jiang, Aneesh Rangnekar, Harini Veeraraghavan

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

Leveraging Fixed and Dynamic Pseudo-labels for Semi-supervised Medical Image Segmentation

Suruchi Kumari, Pravendra Singh

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

Comments Under Review

MDNet: Multi-Decoder Network for Abdominal CT Organs Segmentation

Debesh Jha, Nikhil Kumar Tomar, Koushik Biswas, Gorkem Durak, Matthew Antalek, Zheyuan Zhang, Bin Wang, Md Mostafijur Rahman, Hongyi Pan, Alpay Medetalibeyoglu, Yury Velichko, Daniela Ladner, Amir Borhani, Ulas Bagci

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

Exploring Kinetic Curves Features for the Classification of Benign and Malignant Breast Lesions in DCE-MRI

Zixian Li, Yuming Zhong, Yi Wang

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

Comments 6 pages, 8 figures, conference

Semi-Supervised Disease Classification based on Limited Medical Image Data

Yan Zhang, Chun Li, Zhaoxia Liu, Ming Li

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

A Classification-Based Adaptive Segmentation Pipeline: Feasibility Study Using Polycystic Liver Disease and Metastases from Colorectal Cancer CT Images

Peilong Wang, Timothy L. Kline, Andy D. Missert, Cole J. Cook, Matthew R. Callstrom, Alex Chan, Robert P. Hartman, Zachary S. Kelm, Panagiotis Korfiatis

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

Comments J Digit Imaging. Inform. med. (2024)

Deep Learning for Accelerated and Robust MRI Reconstruction: a Review

Reinhard Heckel, Mathews Jacob, Akshay Chaudhari, Or Perlman, Efrat Shimron

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

CT Liver Segmentation via PVT-based Encoding and Refined Decoding

Debesh Jha, Nikhil Kumar Tomar, Koushik Biswas, Gorkem Durak, Alpay Medetalibeyoglu, Matthew Antalek, Yury Velichko, Daniela Ladner, Amir Borhani, Ulas Bagci

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

The Brain Tumor Sequence Registration (BraTS-Reg) Challenge: Establishing Correspondence Between Pre-Operative and Follow-up MRI Scans of Diffuse Glioma Patients

Bhakti Baheti, Satrajit Chakrabarty, Hamed Akbari, Michel Bilello, Benedikt Wiestler, Julian Schwarting, Evan Calabrese, Jeffrey Rudie, Syed Abidi, Mina Mousa, Javier Villanueva-Meyer, Brandon K. K. Fields, Florian Kofler, Russell Takeshi Shinohara, Juan Eugenio Iglesias, Tony C. W. Mok, Albert C. S. Chung, Marek Wodzinski, Artur Jurgas, Niccolo Marini, Manfredo Atzori, Henning Muller, Christoph Grobroehmer, Hanna Siebert, Lasse Hansen, Mattias P. Heinrich, Luca Canalini, Jan Klein, Annika Gerken, Stefan Heldmann, Alessa Hering, Horst K. Hahn, Mingyuan Meng, Lei Bi, Dagan Feng, Jinman Kim, Ramy A. Zeineldin, Mohamed E. Karar, Franziska Mathis-Ullrich, Oliver Burgert, Javid Abderezaei, Aymeric Pionteck, Agamdeep Chopra, Mehmet Kurt, Kewei Yan, Yonghong Yan, Zhe Tang, Jianqiang Ma, Sahar Almahfouz Nasser, Nikhil Cherian Kurian, Mohit Meena, Saqib Shamsi, Amit Sethi, Nicholas J. Tustison, Brian B. Avants, Philip Cook, James C. Gee, Lin Tian, Hastings Greer, Marc Niethammer, Andrew Hoopes, Malte Hoffmann, Adrian V. Dalca, Stergios Christodoulidis, Theo Estiene, Maria Vakalopoulou, Nikos Paragios, Daniel S. Marcus, Christos Davatzikos, Aristeidis Sotiras, Bjoern Menze, Spyridon Bakas, Diana Waldmannstetter

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

Uncertainty Quantification in Detecting Choroidal Metastases on MRI via Evolutionary Strategies

Bala McRae-Posani, Andrei Holodny, Hrithwik Shalu, Joseph N Stember

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

Segment Anything in Medical Images

Jun Ma, Yuting He, Feifei Li, Lin Han, Chenyu You, Bo Wang

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

Journal ref Nature Communications 15, 654 (2024)

H2ASeg: Hierarchical Adaptive Interaction and Weighting Network for Tumor Segmentation in PET/CT Images

Jinpeng Lu, Jingyun Chen, Linghan Cai, Songhan Jiang, Yongbing Zhang

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

Comments 10 pages,4 figures

Advancing COVID-19 Detection in 3D CT Scans

Qingqiu Li, Runtian Yuan, Junlin Hou, Jilan Xu, Yuejie Zhang, Rui Feng, Hao Chen

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

EAGLE: An Edge-Aware Gradient Localization Enhanced Loss for CT Image Reconstruction

Yipeng Sun, Yixing Huang, Linda-Sophie Schneider, Mareike Thies, Mingxuan Gu, Siyuan Mei, Siming Bayer, Andreas Maier

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

Comments Preprint