医学 AI - arXivDaily 专题

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

2209.02293 2022-09-07 eess.SP physics.med-ph 79%

Microstructure estimation from diffusion-MRI: Compartmentalized models in permeable cellular tissue

Rémy Gardier, Juan Luis Villarreal Haro, Erick J Canales-Rodrıguez, Ileana O. Jelescu, Gabriel Girard, Jonathan Rafael-Patino, Jean-Philippe Thiran

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

Comments 29 pages, 8 figures, 3 tables, submitted

2205.11888 2022-09-07 cs.CV 79%

Mind The Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation

Zixian Su, Kai Yao, Xi Yang, Qiufeng Wang, Yuyao Yan, Jie Sun, Kaizhu Huang

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

2209.00183 2022-09-02 cs.CV 79%

ProCo: Prototype-aware Contrastive Learning for Long-tailed Medical Image Classification

Zhixiong Yang, Junwen Pan, Yanzhan Yang, Xiaozhou Shi, Hong-Yu Zhou, Zhicheng Zhang, Cheng Bian

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

Comments Accept to MICCAI 2022. Zhixiong Yang and Junwen Pan contributed equally to this work

2208.13328 2022-08-30 eess.IV physics.med-ph 79%

Slice estimation in diffusion MRI of neonatal and fetal brains in image and spherical harmonics domains using autoencoders

Hamza Kebiri, Gabriel Girard, Yasser Aleman-Gomez, Thomas Yu, Andras Jakab, Erick Jorge Canales-Rodriguez, Meritxell Bach Cuadra

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

2203.08667 2022-08-30 cs.CV 79%

Graph Flow: Cross-layer Graph Flow Distillation for Dual Efficient Medical Image Segmentation

Wenxuan Zou, Muyi Sun

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

2208.09836 2022-08-23 cs.CV 79%

qDWI-Morph: Motion-compensated quantitative Diffusion-Weighted MRI analysis for fetal lung maturity assessment

Yael Zaffrani-Reznikov, Onur Afacan, Sila Kurugol, Simon Warfield, Moti Freiman

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments Accepted to ECCV-MCV: https://mcv-workshop.github.io/

2103.04053 2022-08-23 cs.CV 79%

NVUM: Non-Volatile Unbiased Memory for Robust Medical Image Classification

Fengbei Liu, Yuanhong Chen, Yu Tian, Yuyuan Liu, Chong Wang, Vasileios Belagiannis, Gustavo Carneiro

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

Comments MICCAI 2022 Early Accept

2208.09197 2022-08-22 cs.CV 79%

EAA-Net: Rethinking the Autoencoder Architecture with Intra-class Features for Medical Image Segmentation

Shiqiang Ma, Xuejian Li, Jijun Tang, Fei Guo

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

2108.09440 2022-08-18 cs.CV 79%

Unsupervised Local Discrimination for Medical Images

Huai Chen, Renzhen Wang, Xiuying Wang, Jieyu Li, Qu Fang, Hui Li, Jianhao Bai, Qing Peng, Deyu Meng, Lisheng Wang

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

Comments 18 pages, 12 figures

2208.07566 2022-08-17 eess.IV 79%

Multi-dimensional topological loss for cortical plate segmentation in fetal brain MRI

Priscille de Dumast, Hamza Kebiri, Vincent Dunet, Mériam Koob, Meritxell Bach Cuadra

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

Comments Submitted for publication

1. 医学影像 22719 篇

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

Microstructure estimation from diffusion-MRI: Compartmentalized models in permeable cellular tissue

Mind The Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation

ProCo: Prototype-aware Contrastive Learning for Long-tailed Medical Image Classification

Slice estimation in diffusion MRI of neonatal and fetal brains in image and spherical harmonics domains using autoencoders

Graph Flow: Cross-layer Graph Flow Distillation for Dual Efficient Medical Image Segmentation

qDWI-Morph: Motion-compensated quantitative Diffusion-Weighted MRI analysis for fetal lung maturity assessment

NVUM: Non-Volatile Unbiased Memory for Robust Medical Image Classification

EAA-Net: Rethinking the Autoencoder Architecture with Intra-class Features for Medical Image Segmentation

Unsupervised Local Discrimination for Medical Images

Multi-dimensional topological loss for cortical plate segmentation in fetal brain MRI