医学 AI

PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillation

Shuwei Zhai, Guotai Wang, Xiangde Luo, Qiang Yue, Kang Li, Shaoting Zhang

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

Comments 12 pages, 10 figures, 4 tables; Accepted by IEEE TMI

New starting point registration method for tagged MRI tongue motion estimation

Jinglun Yu, Muhan Shao, Zhangxing Bian, Xiao Liang, Jiachen Zhuo, Maureen Stone, Jerry L. Prince

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

QS-ADN: Quasi-Supervised Artifact Disentanglement Network for Low-Dose CT Image Denoising by Local Similarity Among Unpaired Data

Yuhui Ruan, Qiao Yuan, Chuang Niu, Chen Li, Yudong Yao, Ge Wang, Yueyang Teng

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

Medical Image Understanding with Pretrained Vision Language Models: A Comprehensive Study

Ziyuan Qin, Huahui Yi, Qicheng Lao, Kang Li

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

Comments Accepted to ICLR2023

Scalable Lossless Coding of Dynamic Medical CT Data Using Motion Compensated Wavelet Lifting with Denoised Prediction and Update

Daniela Lanz, Franz Schilling, André Kaup

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

Journal ref Picture Coding Symposium (PCS), Ningbo, China, 2019, pp. 1-5

Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach

Reza Azad, Yiwei Jia, Ehsan Khodapanah Aghdam, Julien Cohen-Adad, Dorit Merhof

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

Comments Submitted to IEEE TMI Journal

Weakly Supervised Learning with Automated Labels from Radiology Reports for Glioma Change Detection

Tommaso Di Noto, Meritxell Bach Cuadra, Chirine Atat, Eduardo Gamito Teiga, Monika Hegi, Andreas Hottinger, Patric Hagmann, Jonas Richiardi

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

Comments This work has been submitted as Original Paper to a Journal

DELTA-MRI: Direct deformation Estimation from LongiTudinally Acquired k-space data

Jens Renders, Banafshe Shafieizargar, Marleen Verhoye, Jan De Beenhouwer, Arnold J. den Dekker, Jan Sijbers

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

Comments 5 pages, 4 figures, Submitted to ISBI 2023

TAAL: Test-time Augmentation for Active Learning in Medical Image Segmentation

Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert

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

Comments Accepted to MICCAI-DALI 2022 (LNCS Proceedings, vol.13567), 11 pages

TractoSCR: A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography

Tengfei Xue, Fan Zhang, Leo R. Zekelman, Chaoyi Zhang, Yuqian Chen, Suheyla Cetin-Karayumak, Steve Pieper, William M. Wells, Yogesh Rathi, Nikos Makris, Weidong Cai, Lauren J. O'Donnell

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

Comments 28 pages, 4 figures

ZScribbleSeg: Zen and the Art of Scribble Supervised Medical Image Segmentation

Ke Zhang, Xiahai Zhuang

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

Comments 31 pages, 10 figures

Graph-based compensated wavelet lifting for 3-D+t medical CT data

Daniela Lanz, André Kaup

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

Journal ref Picture Coding Symposium (PCS), Nuremberg, Germany, 2016, pp. 1-5

Exploring Advances in Transformers and CNN for Skin Lesion Diagnosis on Small Datasets

Leandro M. de Lima, Renato A. Krohling

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

Comments 7 pages

Analysis of displacement compensation methods for wavelet lifting of medical 3-D thorax CT volume data

Wolfgang Schnurrer, Jürgen Seiler, Eugen Wige, André Kaup

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

Journal ref Visual Communications and Image Processing, San Diego, CA, USA, 2012, pp. 1-6

HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation

Moein Heidari, Amirhossein Kazerouni, Milad Soltany, Reza Azad, Ehsan Khodapanah Aghdam, Julien Cohen-Adad, Dorit Merhof

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

Comments The accepted version of the paper at WACV 2023

Journal ref WACV 2023

Learning Deep MRI Reconstruction Models from Scratch in Low-Data Regimes

Salman UH Dar, Şaban Öztürk, Muzaffer Özbey, Tolga Çukur

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

Robust Electromagnetic Interference (EMI) Elimination via Simultaneous Sensing and Deep Learning Prediction for RF Shielding-free MRI

Yujiao Zhao, Linfang Xiao, Vick Lau, Yilong Liu, Alex T. Leong, Ed X. Wu

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

Comments Submitted to NMR in Biomedicine

Towards retrospective motion correction and reconstruction for clinical 3D brain MRI protocols with a reference contrast

Gabrio Rizzuti, Tim Schakel, Niek R. F. Huttinga, Jan Willem Dankbaar, Tristan van Leeuwen, Alessandro Sbrizzi

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

A New Perspective to Boost Vision Transformer for Medical Image Classification

Yuexiang Li, Yawen Huang, Nanjun He, Kai Ma, Yefeng Zheng

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

ChatGPT Makes Medicine Easy to Swallow: An Exploratory Case Study on Simplified Radiology Reports

Katharina Jeblick, Balthasar Schachtner, Jakob Dexl, Andreas Mittermeier, Anna Theresa Stüber, Johanna Topalis, Tobias Weber, Philipp Wesp, Bastian Sabel, Jens Ricke, Michael Ingrisch

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

3D Masked Modelling Advances Lesion Classification in Axial T2w Prostate MRI

Alvaro Fernandez-Quilez, Christoffer Gabrielsen Andersen, Trygve Eftestøl, Svein Reidar Kjosavik, Ketil Oppedal

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

Comments To be published in the Northern Lights Conference Proceedings 2023

Segmentation of Parotid Gland Tumors Using Multimodal MRI and Contrastive Learning

Zi'an Xu, Yin Dai, Fayu Liu, Boyuan Wu, Weibing Chen, Lifu Shi

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

DuAT: Dual-Aggregation Transformer Network for Medical Image Segmentation

Feilong Tang, Qiming Huang, Jinfeng Wang, Xianxu Hou, Jionglong Su, Jingxin Liu

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

Quantifying and Visualizing Vascular Branching Geometry with Micro-CT: Normalization of Intra- and Inter-Specimen Variations

Timothy L. Kline

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

Objective quality assessment of medical images and videos: Review and challenges

Rafael Rodrigues, Lucie Lévêque, Jesús Gutiérrez, Houda Jebbari, Meriem Outtas, Lu Zhang, Aladine Chetouani, Shaymaa Al-Juboori, Maria Martini, Antonio M. G. Pinheiro

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

Comments Submitted for peer review at Multimedia Tools and Applications

An Attention-based Multi-Scale Feature Learning Network for Multimodal Medical Image Fusion

Meng Zhou, Xiaolan Xu, Yuxuan Zhang

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

Comments 8 pages, 8 figures, 3 tables

Application of belief functions to medical image segmentation: A review

Ling Huang, Su Ruan, Thierry Denoeux

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

Comments Accepted by Information fusion

Journal ref Information Fusion, Volume 91, March 2023, Pages 737-756

CT-DQN: Control-Tutored Deep Reinforcement Learning

Francesco De Lellis, Marco Coraggio, Giovanni Russo, Mirco Musolesi, Mario di Bernardo

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

Reducing Domain Gap in Frequency and Spatial domain for Cross-modality Domain Adaptation on Medical Image Segmentation

Shaolei Liu, Siqi Yin, Linhao Qu, Manning Wang

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

Comments accepted at Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI-23)

Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image Segmentation

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

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