医学 AI

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

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

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

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

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,

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

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

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

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

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

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