医学 AI - arXivDaily 专题

1901.04056 2022-11-28 cs.CV 79%

The Liver Tumor Segmentation Benchmark (LiTS)

Patrick Bilic, Patrick Christ, Hongwei Bran Li, Eugene Vorontsov, Avi Ben-Cohen, Georgios Kaissis, Adi Szeskin, Colin Jacobs, Gabriel Efrain Humpire Mamani, Gabriel Chartrand, Fabian Lohöfer, Julian Walter Holch, Wieland Sommer, Felix Hofmann, Alexandre Hostettler, Naama Lev-Cohain, Michal Drozdzal, Michal Marianne Amitai, Refael Vivantik, Jacob Sosna, Ivan Ezhov, Anjany Sekuboyina, Fernando Navarro, Florian Kofler, Johannes C. Paetzold, Suprosanna Shit, Xiaobin Hu, Jana Lipková, Markus Rempfler, Marie Piraud, Jan Kirschke, Benedikt Wiestler, Zhiheng Zhang, Christian Hülsemeyer, Marcel Beetz, Florian Ettlinger, Michela Antonelli, Woong Bae, Míriam Bellver, Lei Bi, Hao Chen, Grzegorz Chlebus, Erik B. Dam, Qi Dou, Chi-Wing Fu, Bogdan Georgescu, Xavier Giró-i-Nieto, Felix Gruen, Xu Han, Pheng-Ann Heng, Jürgen Hesser, Jan Hendrik Moltz, Christian Igel, Fabian Isensee, Paul Jäger, Fucang Jia, Krishna Chaitanya Kaluva, Mahendra Khened, Ildoo Kim, Jae-Hun Kim, Sungwoong Kim, Simon Kohl, Tomasz Konopczynski, Avinash Kori, Ganapathy Krishnamurthi, Fan Li, Hongchao Li, Junbo Li, Xiaomeng Li, John Lowengrub, Jun Ma, Klaus Maier-Hein, Kevis-Kokitsi Maninis, Hans Meine, Dorit Merhof, Akshay Pai, Mathias Perslev, Jens Petersen, Jordi Pont-Tuset, Jin Qi, Xiaojuan Qi, Oliver Rippel, Karsten Roth, Ignacio Sarasua, Andrea Schenk, Zengming Shen, Jordi Torres, Christian Wachinger, Chunliang Wang, Leon Weninger, Jianrong Wu, Daguang Xu, Xiaoping Yang, Simon Chun-Ho Yu, Yading Yuan, Miao Yu, Liping Zhang, Jorge Cardoso, Spyridon Bakas, Rickmer Braren, Volker Heinemann, Christopher Pal, An Tang, Samuel Kadoury, Luc Soler, Bram van Ginneken, Hayit Greenspan, Leo Joskowicz, Bjoern Menze

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

Comments Patrick Bilic, Patrick Christ, Hongwei Bran Li, and Eugene Vorontsov made equal contributions to this work. Published in Medical Image Analysis

Journal ref Medical Image Analysis (2022) Pg. 102680

2211.11514 2022-11-22 cs.CV 79%

ProSFDA: Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation

Shishuai Hu, Zehui Liao, Yong Xia

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

2211.04930 2022-11-22 eess.IV 79%

On the Robustness of deep learning-based MRI Reconstruction to image transformations

Jinghan Jia, Mingyi Hong, Yimeng Zhang, Mehmet Akçakaya, Sijia Liu

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

Comments Accepted as TSRML'22 Paper

2201.13078 2022-11-21 cs.CV 79%

Lymphoma segmentation from 3D PET-CT images using a deep evidential network

Ling Huang, Su Ruan, Pierre Decazes, Thierry Denoeux

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments Preprint submitted to International Journal of Approximate Reasoning

Journal ref International Journal of Approximate Reasoning, Volume 149, 2022, Pages 39-60,

2211.09233 2022-11-18 cs.CV 79%

Prompt Tuning for Parameter-efficient Medical Image Segmentation

Marc Fischer, Alexander Bartler, Bin Yang

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

2211.08564 2022-11-17 cs.CV 79%

ConvFormer: Combining CNN and Transformer for Medical Image Segmentation

Pengfei Gu, Yejia Zhang, Chaoli Wang, Danny Z. Chen

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

2211.07190 2022-11-15 cs.NI cs.AI cs.CV 79%

TriDoNet: A Triple Domain Model-driven Network for CT Metal Artifact Reduction

Baoshun Shi, Ke Jiang, Shaolei Zhang, Qiusheng Lian, Yanwei Qin

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 6 pages, 3 figures

2211.05360 2022-11-11 eess.IV 79%

SRNR: Training neural networks for Super-Resolution MRI using Noisy high-resolution Reference data

Jiaxin Xiao, Zihan Li, Berkin Bilgic, Jonathan R. Polimeni, Susie Huang, Qiyuan Tian

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

Comments 2 pages, 5 figures, submitted to ISMRM

2211.00700 2022-11-03 eess.IV 79%

MHITNet: a minimize network with a hierarchical context-attentional filter for segmenting medical ct images

Hongyang He, Feng Ziliang, Yuanhang Zheng, Shudong Huang, HaoBing Gao

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

2210.16034 2022-10-31 cs.CV 79%

A Survey on Causal Representation Learning and Future Work for Medical Image Analysis

Changjie Lu

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

2210.13642 2022-10-26 cs.CV 79%

MISm: A Medical Image Segmentation Metric for Evaluation of weak labeled Data

Dennis Hartmann, Verena Schmid, Philip Meyer, Iñaki Soto-Rey, Dominik Müller, Frank Kramer

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

Comments GitHub: https://github.com/frankkramer-lab/miseval/tree/master/miseval

2206.15441 2022-10-25 physics.med-ph cs.LG 79%

Classical and learned MR to pseudo-CT mappings for accurate transcranial ultrasound simulation

Maria Miscouridou, José A. Pineda-Pardo, Charlotte J. Stagg, Bradley E. Treeby, Antonio Stanziola

专题命中医学影像：CT(title,abstract)；分类 cs.LG

Journal ref IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, vol. 69, no. 10, pp. 2896-2905, Oct. 2022

2210.10163 2022-10-20 cs.CV cs.CL 79%

MedCLIP: Contrastive Learning from Unpaired Medical Images and Text

Zifeng Wang, Zhenbang Wu, Dinesh Agarwal, Jimeng Sun

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

Comments EMNLP 2022

2210.09099 2022-10-18 cs.CV 79%

Cutting-Splicing data augmentation: A novel technology for medical image segmentation

Lianting Hu, Huiying Liang, Jiajie Tang, Xin Li, Li Huang, Long Lu

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

Comments 31 pages, 10 figures

2210.07806 2022-10-17 cs.CV cs.AI 79%

Comparison of different automatic solutions for resection cavity segmentation in postoperative MRI volumes including longitudinal acquisitions

Luca Canalini, Jan Klein, Nuno Pedrosa de Barros, Diana Maria Sima, Dorothea Miller, Horst Hahn

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Journal ref SPIE Proceedings Vol. 11598 - Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions, and Modeling

2210.06340 2022-10-14 cs.CL cs.AI cs.LG 79%

Improving Radiology Report Generation Systems by Removing Hallucinated References to Non-existent Priors

Vignav Ramesh, Nathan Andrew Chi, Pranav Rajpurkar

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

Comments 13 pages, 1 figure, 11 tables

2108.08731 2022-10-12 physics.med-ph eess.IV 79%

Registration-Guided Deep Learning Image Segmentation for Cone Beam CT-based Online Adaptive Radiotherapy

Lin Ma, Weicheng Chi, Howard E. Morgan, Mu-Han Lin, Mingli Chen, David Sher, Dominic Moon, Dat T. Vo, Vladimir Avkshtol, Weiguo Lu, Xuejun Gu

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

Comments 16 pages, 6 figures

2107.05238 2022-10-12 cs.CV physics.med-ph 79%

Training of deep cross-modality conversion models with a small dataset, and their application in megavoltage CT to kilovoltage CT conversion

Sho Ozaki, Shizuo Kaji, Kanabu Nawa, Toshikazu Imae, Atsushi Aoki, Takahiro Nakamoto, Takeshi Ohta, Yuki Nozawa, Hideomi Yamashita, Akihiro Haga, Keiichi Nakagawa

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 3+27 pages, 13 figures, version published in Medical Physics

2106.12284 2022-10-12 cs.CV cs.AI 79%

Bayesian Statistics Guided Label Refurbishment Mechanism: Mitigating Label Noise in Medical Image Classification

Mengdi Gao, Ximeng Feng, Mufeng Geng, Zhe Jiang, Lei Zhu, Xiangxi Meng, Chuanqing Zhou, Qiushi Ren, Yanye Lu

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

Comments 10 pages, 11 figures

2210.02203 2022-10-06 eess.IV cs.AI 79%

PriorNet: lesion segmentation in PET-CT including prior tumor appearance information

Simone Bendazzoli, Mehdi Astaraki

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

2210.01520 2022-10-05 cs.CV 79%

CLINICAL: Targeted Active Learning for Imbalanced Medical Image Classification

Suraj Kothawade, Atharv Savarkar, Venkat Iyer, Lakshman Tamil, Ganesh Ramakrishnan, Rishabh Iyer

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

Comments Accepted to MICCAI 2022 MILLanD Workshop

2209.15470 2022-10-03 physics.med-ph eess.IV 79%

Prediction of motion induced magnetic fields for human brain MRI at 3T

Jiazheng Zhou, Gisela E Hagberg, Ali Aghaeifar, Jonas Bause, Maxim Zaitsev, Klaus Scheffler

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

2209.03748 2022-09-30 cs.CV 79%

Automatic fetal fat quantification from MRI

Netanell Avisdris, Aviad Rabinowich, Daniel Fridkin, Ayala Zilberman, Sapir Lazar, Jacky Herzlich, Zeev Hananis, Daphna Link-Sourani, Liat Ben-Sira, Liran Hiersch, Dafna Ben Bashat, Leo Joskowicz

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments 13 pages, 4 Figures, 3 Tables, Accepted to PIPPI/MICCAI 2022

2209.14217 2022-09-29 cs.CV 79%

Longitudinal Variability Analysis on Low-dose Abdominal CT with Deep Learning-based Segmentation

Xin Yu, Yucheng Tang, Qi Yang, Ho Hin Lee, Riqiang Gao, Shunxing Bao, Ann Zenobia Moore, Luigi Ferrucci, Bennett A. Landman

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 7 pages, 3 figures

2206.02284 2022-09-27 cs.SD cs.CV cs.MM eess.AS 79%

Tagged-MRI Sequence to Audio Synthesis via Self Residual Attention Guided Heterogeneous Translator

Xiaofeng Liu, Fangxu Xing, Jerry L. Prince, Jiachen Zhuo, Maureen Stone, Georges El Fakhri, Jonghye Woo

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments MICCAI 2022 (early accept, Oral Presentation ~3%)

2209.12177 2022-09-27 cs.CL cs.AI cs.LG 79%

Application of Deep Learning in Generating Structured Radiology Reports: A Transformer-Based Technique

Seyed Ali Reza Moezzi, Abdolrahman Ghaedi, Mojdeh Rahmanian, Seyedeh Zahra Mousavi, Ashkan Sami

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

Journal ref Journal of Digital Imaging (2022) 1--11 Springer

2203.01030 2022-09-22 math.NA cs.NA eess.IV stat.AP 79%

Structural Gaussian Priors for Bayesian CT reconstruction of Subsea Pipes

Silja L. Christensen, Nicolai A. B. Riis, Felipe Uribe, Jakob S. Jørgensen

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

Comments 21 pages, 10 figures, presented at "10th International Conference on Inverse Problems in Engineering" in Italy, May 2022

2209.07561 2022-09-19 eess.IV 79%

Multi-Pose Fusion for Sparse-View CT Reconstruction Using Consensus Equilibrium

Diyu Yang, Craig A. J. Kemp, Gregery T. Buzzard, Charles A. Bouman

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

Comments To appear in 58th Annual Allerton Conference on Communication, Control, and Computing

2208.02870 2022-09-16 cs.CV 79%

Improved post-hoc probability calibration for out-of-domain MRI segmentation

Cheng Ouyang, Shuo Wang, Chen Chen, Zeju Li, Wenjia Bai, Bernhard Kainz, Daniel Rueckert

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments Accepted for UNSURE workshop at MICCAI 2022

2208.09881 2022-09-13 cs.CV 79%

Masked Video Modeling with Correlation-aware Contrastive Learning for Breast Cancer Diagnosis in Ultrasound

Zehui Lin, Ruobing Huang, Dong Ni, Jiayi Wu, Baoming Luo

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

Comments Accepted by MICCAI-REMIA oral 2022

1. 医学影像 22694 篇

The Liver Tumor Segmentation Benchmark (LiTS)

ProSFDA: Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation

On the Robustness of deep learning-based MRI Reconstruction to image transformations

Lymphoma segmentation from 3D PET-CT images using a deep evidential network

Prompt Tuning for Parameter-efficient Medical Image Segmentation

ConvFormer: Combining CNN and Transformer for Medical Image Segmentation

TriDoNet: A Triple Domain Model-driven Network for CT Metal Artifact Reduction

SRNR: Training neural networks for Super-Resolution MRI using Noisy high-resolution Reference data

MHITNet: a minimize network with a hierarchical context-attentional filter for segmenting medical ct images

A Survey on Causal Representation Learning and Future Work for Medical Image Analysis

MISm: A Medical Image Segmentation Metric for Evaluation of weak labeled Data

Classical and learned MR to pseudo-CT mappings for accurate transcranial ultrasound simulation

MedCLIP: Contrastive Learning from Unpaired Medical Images and Text

Cutting-Splicing data augmentation: A novel technology for medical image segmentation

Comparison of different automatic solutions for resection cavity segmentation in postoperative MRI volumes including longitudinal acquisitions

Improving Radiology Report Generation Systems by Removing Hallucinated References to Non-existent Priors

Registration-Guided Deep Learning Image Segmentation for Cone Beam CT-based Online Adaptive Radiotherapy

Training of deep cross-modality conversion models with a small dataset, and their application in megavoltage CT to kilovoltage CT conversion

Bayesian Statistics Guided Label Refurbishment Mechanism: Mitigating Label Noise in Medical Image Classification

PriorNet: lesion segmentation in PET-CT including prior tumor appearance information

CLINICAL: Targeted Active Learning for Imbalanced Medical Image Classification

Prediction of motion induced magnetic fields for human brain MRI at 3T

Automatic fetal fat quantification from MRI

Longitudinal Variability Analysis on Low-dose Abdominal CT with Deep Learning-based Segmentation

Tagged-MRI Sequence to Audio Synthesis via Self Residual Attention Guided Heterogeneous Translator

Application of Deep Learning in Generating Structured Radiology Reports: A Transformer-Based Technique

Structural Gaussian Priors for Bayesian CT reconstruction of Subsea Pipes

Multi-Pose Fusion for Sparse-View CT Reconstruction Using Consensus Equilibrium

Improved post-hoc probability calibration for out-of-domain MRI segmentation

Masked Video Modeling with Correlation-aware Contrastive Learning for Breast Cancer Diagnosis in Ultrasound