医学 AI - arXivDaily 专题

2407.18964 2024-07-30 eess.SP cs.IT cs.LG eess.IV math.IT math.ST stat.AP stat.TH 82%

High-Dimensional Confidence Regions in Sparse MRI

Frederik Hoppe, Felix Krahmer, Claudio Mayrink Verdun, Marion Menzel, Holger Rauhut

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

Comments Recognized with Best Student Paper Award at ICASSP 2023. arXiv admin note: substantial text overlap with arXiv:2212.14864

2407.12474 2024-07-18 eess.IV cs.CV cs.LG 82%

Leveraging the Mahalanobis Distance to enhance Unsupervised Brain MRI Anomaly Detection

Finn Behrendt, Debayan Bhattacharya, Robin Mieling, Lennart Maack, Julia Krüger, Roland Opfer, Alexander Schlaefer

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

Comments Accepted for presentation at the MICCAI 2024 conference

2405.08556 2024-07-10 eess.IV cs.CV cs.LG 82%

Shape-aware synthesis of pathological lung CT scans using CycleGAN for enhanced semi-supervised lung segmentation

Rezkellah Noureddine Khiati, Pierre-Yves Brillet, Aurélien Justet, Radu Ispas, Catalin Fetita

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

Comments 14 pages, 7 figures

2407.05521 2024-07-09 cs.AR cs.AI 82%

Accelerating MRI Uncertainty Estimation with Mask-based Bayesian Neural Network

Zehuan Zhang, Matej Genci, Hongxiang Fan, Andreas Wetscherek, Wayne Luk

专题命中医学影像：MRI(title,abstract)；diagnosis(abstract)

Comments The 35th IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP) 2024

2403.18938 2024-07-09 cs.CL cs.AI 82%

Reshaping Free-Text Radiology Notes Into Structured Reports With Generative Transformers

Laura Bergomi, Tommaso M. Buonocore, Paolo Antonazzo, Lorenzo Alberghi, Riccardo Bellazzi, Lorenzo Preda, Chandra Bortolotto, Enea Parimbelli

专题命中医学影像：radiology(title,abstract)；CT(abstract)

Journal ref Artificial Intelligence in Medicine, Volume 154, 2024

2206.15179 2024-07-09 eess.IV cs.CV cs.LG 82%

D2-LRR: A Dual-Decomposed MDLatLRR Approach for Medical Image Fusion

Xu Song, Tianyu Shen, Hui Li, Xiao-Jun Wu

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

Comments There are some errors that need to be corrected

2407.02974 2024-07-04 eess.IV cs.CV cs.LG 82%

IM-MoCo: Self-supervised MRI Motion Correction using Motion-Guided Implicit Neural Representations

Ziad Al-Haj Hemidi, Christian Weihsbach, Mattias P. Heinrich

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

Comments Submitted to MICCAI 2024 (Before peer review version)

2401.08847 2024-07-04 eess.IV cs.CV cs.LG 82%

RIDGE: Reproducibility, Integrity, Dependability, Generalizability, and Efficiency Assessment of Medical Image Segmentation Models

Farhad Maleki, Linda Moy, Reza Forghani, Tapotosh Ghosh, Katie Ovens, Steve Langer, Pouria Rouzrokh, Bardia Khosravi, Ali Ganjizadeh, Daniel Warren, Roxana Daneshjou, Mana Moassefi, Atlas Haddadi Avval, Susan Sotardi, Neil Tenenholtz, Felipe Kitamura, Timothy Kline

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

Comments 24 pages, 1 Figure, 2 Table

2406.11650 2024-07-02 eess.IV cs.CV cs.LG 82%

Multimodal Learning With Intraoperative CBCT & Variably Aligned Preoperative CT Data To Improve Segmentation

Maximilian E. Tschuchnig, Philipp Steininger, Michael Gadermayr

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

Comments Submitted to SASHIMI2024 (MICCAI workshop)

2403.06748 2024-06-28 eess.IV cs.CV cs.LG 82%

Shortcut Learning in Medical Image Segmentation

Manxi Lin, Nina Weng, Kamil Mikolaj, Zahra Bashir, Morten Bo Søndergaard Svendsen, Martin Tolsgaard, Anders Nymark Christensen, Aasa Feragen

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

Comments 11 pages, 6 figures, accepted at MICCAI 2024

2406.12411 2024-06-19 eess.IV cs.CV cs.LG 82%

TADM: Temporally-Aware Diffusion Model for Neurodegenerative Progression on Brain MRI

Mattia Litrico, Francesco Guarnera, Valerio Giuffirda, Daniele Ravì, Sebastiano Battiato

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

2406.05270 2024-06-11 physics.med-ph cs.CV cs.LG eess.IV 82%

fastMRI Breast: A publicly available radial k-space dataset of breast dynamic contrast-enhanced MRI

Eddy Solomon, Patricia M. Johnson, Zhengguo Tan, Radhika Tibrewala, Yvonne W. Lui, Florian Knoll, Linda Moy, Sungheon Gene Kim, Laura Heacock

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

2312.07729 2024-06-10 eess.IV cs.CV cs.LG 82%

MedYOLO: A Medical Image Object Detection Framework

Joseph Sobek, Jose R. Medina Inojosa, Betsy J. Medina Inojosa, S. M. Rassoulinejad-Mousavi, Gian Marco Conte, Francisco Lopez-Jimenez, Bradley J. Erickson

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

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

2406.03062 2024-06-06 cs.CL 82%

RadBARTsum: Domain Specific Adaption of Denoising Sequence-to-Sequence Models for Abstractive Radiology Report Summarization

Jinge Wu, Abul Hasan, Honghan Wu

专题命中医学影像：radiology(title,abstract)；biomedical(abstract)

2406.02422 2024-06-06 eess.IV cs.CV cs.LG 82%

IterMask2: Iterative Unsupervised Anomaly Segmentation via Spatial and Frequency Masking for Brain Lesions in MRI

Ziyun Liang, Xiaoqing Guo, J. Alison Noble, Konstantinos Kamnitsas

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

2203.12362 2024-06-05 cs.HC cs.CV cs.LG eess.IV 82%

MONAI Label: A framework for AI-assisted Interactive Labeling of 3D Medical Images

Andres Diaz-Pinto, Sachidanand Alle, Vishwesh Nath, Yucheng Tang, Alvin Ihsani, Muhammad Asad, Fernando Pérez-García, Pritesh Mehta, Wenqi Li, Mona Flores, Holger R. Roth, Tom Vercauteren, Daguang Xu, Prerna Dogra, Sebastien Ourselin, Andrew Feng, M. Jorge Cardoso

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

2406.00956 2024-06-04 cs.CV cs.LG eess.IV 82%

Improving Segment Anything on the Fly: Auxiliary Online Learning and Adaptive Fusion for Medical Image Segmentation

Tianyu Huang, Tao Zhou, Weidi Xie, Shuo Wang, Qi Dou, Yizhe Zhang

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

Comments Project Link: https://sam-auxol.github.io/AuxOL/

2302.13251 2024-06-04 eess.IV cs.CV cs.LG 82%

Unsupervised Domain Adaptation for Low-dose CT Reconstruction via Bayesian Uncertainty Alignment

Kecheng Chen, Jie Liu, Renjie Wan, Victor Ho-Fun Lee, Varut Vardhanabhuti, Hong Yan, Haoliang Li

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

Comments Accepted by IEEE Transactions on Neural Networks and Learning Systems

2311.10879 2024-06-03 eess.IV cs.CV cs.LG 82%

Pre- to Post-Contrast Breast MRI Synthesis for Enhanced Tumour Segmentation

Richard Osuala, Smriti Joshi, Apostolia Tsirikoglou, Lidia Garrucho, Walter H. L. Pinaya, Oliver Diaz, Karim Lekadir

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

Comments Accepted as oral presentation at SPIE Medical Imaging 2024 (Image Processing)

2106.05152 2024-05-28 eess.IV cs.CV cs.LG 82%

Rethinking Transfer Learning for Medical Image Classification

Le Peng, Hengyue Liang, Gaoxiang Luo, Taihui Li, Ju Sun

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

Comments Accepted by BMVC2023 (oral)

2405.11295 2024-05-21 eess.IV cs.CV cs.LG cs.MM 82%

Medical Image Analysis for Detection, Treatment and Planning of Disease using Artificial Intelligence Approaches

Nand Lal Yadav, Satyendra Singh, Rajesh Kumar, Sudhakar Singh

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

Comments 10 pages, 3 figures

Journal ref International Journal of Microsystems and IoT, Vol. 1, Issue 5, pp.278- 287, 2023

2405.06284 2024-05-13 eess.IV cs.CV cs.LG 82%

Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale Attention

Ju-Hyeon Nam, Nur Suriza Syazwany, Su Jung Kim, Sang-Chul Lee

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

Comments Accepted in Computer Vision and Pattern Recognition (CVPR) 2024

2405.05564 2024-05-10 eess.IV cs.CV cs.LG 82%

Joint Edge Optimization Deep Unfolding Network for Accelerated MRI Reconstruction

Yue Cai, Yu Luo, Jie Ling, Shun Yao

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

2405.03147 2024-05-07 physics.med-ph 82%

Data Format Standardization and DICOM Integration for Hyperpolarized 13C MRI

Ernesto Diaz, Renuka Sriram, Jeremy W. Gordon, Avantika Sinha, Xiaoxi Liu, Sule Sahin, Jason Crane, Marram P Olson, Hsin-Yu Chen, Jenna Bernard, Daniel B. Vigneron, Zhen Jane Wang, Duan Xu, Peder E. Z. Larson

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

2403.17701 2024-05-06 eess.IV cs.CV cs.LG 82%

Rotate to Scan: UNet-like Mamba with Triplet SSM Module for Medical Image Segmentation

Hao Tang, Lianglun Cheng, Guoheng Huang, Zhengguang Tan, Junhao Lu, Kaihong Wu

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

Comments Experimental method encountered errors, undergoing experiment again

2312.05176 2024-05-06 eess.IV cs.CV cs.LG 82%

MRI Scan Synthesis Methods based on Clustering and Pix2Pix

Giulia Baldini, Melanie Schmidt, Charlotte Zäske, Liliana L. Caldeira

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

Comments Accepted at AIME 2024

2404.13704 2024-04-23 eess.IV cs.CV cs.LG 82%

PEMMA: Parameter-Efficient Multi-Modal Adaptation for Medical Image Segmentation

Nada Saadi, Numan Saeed, Mohammad Yaqub, Karthik Nandakumar

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

2404.13103 2024-04-23 eess.IV cs.CV cs.LG 82%

ToNNO: Tomographic Reconstruction of a Neural Network's Output for Weakly Supervised Segmentation of 3D Medical Images

Marius Schmidt-Mengin, Alexis Benichoux, Shibeshih Belachew, Nikos Komodakis, Nikos Paragios

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

Comments Accepted at CVPR 2024

2404.12958 2024-04-22 eess.IV cs.CV cs.LG 82%

Improving Pediatric Pneumonia Diagnosis with Adult Chest X-ray Images Utilizing Contrastive Learning and Embedding Similarity

Mohammad Zunaed, Anwarul Hasan, Taufiq Hasan

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

Comments Accepted to International Conference of IEEE Engineering in Medicine and Biology Society (EMBC), 2024

2404.09683 2024-04-19 eess.IV cs.CV cs.LG 82%

Post-Training Network Compression for 3D Medical Image Segmentation: Reducing Computational Efforts via Tucker Decomposition

Tobias Weber, Jakob Dexl, David Rügamer, Michael Ingrisch

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

1. 医学影像 22681 篇

High-Dimensional Confidence Regions in Sparse MRI

Leveraging the Mahalanobis Distance to enhance Unsupervised Brain MRI Anomaly Detection

Shape-aware synthesis of pathological lung CT scans using CycleGAN for enhanced semi-supervised lung segmentation

Accelerating MRI Uncertainty Estimation with Mask-based Bayesian Neural Network

Reshaping Free-Text Radiology Notes Into Structured Reports With Generative Transformers

D2-LRR: A Dual-Decomposed MDLatLRR Approach for Medical Image Fusion

IM-MoCo: Self-supervised MRI Motion Correction using Motion-Guided Implicit Neural Representations

RIDGE: Reproducibility, Integrity, Dependability, Generalizability, and Efficiency Assessment of Medical Image Segmentation Models

Multimodal Learning With Intraoperative CBCT & Variably Aligned Preoperative CT Data To Improve Segmentation

Shortcut Learning in Medical Image Segmentation

TADM: Temporally-Aware Diffusion Model for Neurodegenerative Progression on Brain MRI

fastMRI Breast: A publicly available radial k-space dataset of breast dynamic contrast-enhanced MRI

MedYOLO: A Medical Image Object Detection Framework

RadBARTsum: Domain Specific Adaption of Denoising Sequence-to-Sequence Models for Abstractive Radiology Report Summarization

IterMask2: Iterative Unsupervised Anomaly Segmentation via Spatial and Frequency Masking for Brain Lesions in MRI

MONAI Label: A framework for AI-assisted Interactive Labeling of 3D Medical Images

Improving Segment Anything on the Fly: Auxiliary Online Learning and Adaptive Fusion for Medical Image Segmentation

Unsupervised Domain Adaptation for Low-dose CT Reconstruction via Bayesian Uncertainty Alignment

Pre- to Post-Contrast Breast MRI Synthesis for Enhanced Tumour Segmentation

Rethinking Transfer Learning for Medical Image Classification

Medical Image Analysis for Detection, Treatment and Planning of Disease using Artificial Intelligence Approaches

Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale Attention

Joint Edge Optimization Deep Unfolding Network for Accelerated MRI Reconstruction

Data Format Standardization and DICOM Integration for Hyperpolarized 13C MRI

Rotate to Scan: UNet-like Mamba with Triplet SSM Module for Medical Image Segmentation

MRI Scan Synthesis Methods based on Clustering and Pix2Pix

PEMMA: Parameter-Efficient Multi-Modal Adaptation for Medical Image Segmentation

ToNNO: Tomographic Reconstruction of a Neural Network's Output for Weakly Supervised Segmentation of 3D Medical Images

Improving Pediatric Pneumonia Diagnosis with Adult Chest X-ray Images Utilizing Contrastive Learning and Embedding Similarity

Post-Training Network Compression for 3D Medical Image Segmentation: Reducing Computational Efforts via Tucker Decomposition