医学 AI

Deep Perceptual Enhancement for Medical Image Analysis

S M A Sharif, Rizwan Ali Naqvi, Mithun Biswas, Woong-Kee Loh

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

Comments IEEE Journal of Biomedical and Health Informatics, 2022

Demographic Predictability in 3D CT Foundation Embeddings

Guangyao Zheng, Michael A. Jacobs, Vishwa S. Parekh

专题命中 医学影像 ：CT(title,abstract)；healthcare AI(abstract)；分类 cs.CV、cs.LG；radiology(comments)

Comments submitted to Radiology Cardiothoracic Imaging

Automated Spinal MRI Labelling from Reports Using a Large Language Model

Robin Y. Park, Rhydian Windsor, Amir Jamaludin, Andrew Zisserman

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

Comments Accepted to Medical Image Computing and Computer Assisted Intervention (MICCAI 2024, Spotlight). 11 pages plus appendix

Journal ref vol 15005, 2024, pp 101-111

CTARR: A fast and robust method for identifying anatomical regions on CT images via atlas registration

Thomas Buddenkotte, Roland Opfer, Julia Krüger, Alessa Hering, Mireia Crispin-Ortuzar

专题命中 医学影像 ：CT(title,abstract)；medical image(abstract)；分类 cs.CV、cs.LG；biomedical(journal_ref)

Journal ref Machine.Learning.for.Biomedical.Imaging. 2 (2024)

Simultaneous Tri-Modal Medical Image Fusion and Super-Resolution using Conditional Diffusion Model

Yushen Xu, Xiaosong Li, Yuchan Jie, Haishu Tan

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

Comments Accepted by MICCAI 2024

Journal ref International Conference on Medical Image Computing and Computer-Assisted Intervention. Cham: Springer Nature Switzerland, 2024: 635-645

FetMRQC: a robust quality control system for multi-centric fetal brain MRI

Thomas Sanchez, Oscar Esteban, Yvan Gomez, Alexandre Pron, Mériam Koob, Vincent Dunet, Nadine Girard, Andras Jakab, Elisenda Eixarch, Guillaume Auzias, Meritxell Bach Cuadra

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

Comments 24 pages, 10 Figures. Accepted for publication at Medical Image Analysis

Location-based Radiology Report-Guided Semi-supervised Learning for Prostate Cancer Detection

Alex Chen, Nathan Lay, Stephanie Harmon, Kutsev Ozyoruk, Enis Yilmaz, Brad J. Wood, Peter A. Pinto, Peter L. Choyke, Baris Turkbey

专题命中 医学影像 ：radiology(title,abstract)；MRI(abstract)；分类 cs.CV、cs.LG；biomedical(comments)

Comments 4 page paper accepted to IEEE International Symposium on Biomedical Imaging (ISBI 2024)

MrRegNet: Multi-resolution Mask Guided Convolutional Neural Network for Medical Image Registration with Large Deformations

Ruizhe Li, Grazziela Figueredo, Dorothee Auer, Christian Wagner, Xin Chen

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

Comments Accepted for publication at IEEE International Symposium on Biomedical Imaging (ISBI) 2024

Paired Diffusion: Generation of related, synthetic PET-CT-Segmentation scans using Linked Denoising Diffusion Probabilistic Models

Rowan Bradbury, Katherine A. Vallis, Bartlomiej W. Papiez

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

Comments to be published in IEEE International Symposium on Biomedical Imaging 2024

Segment Anything Model for Medical Image Analysis: an Experimental Study

Maciej A. Mazurowski, Haoyu Dong, Hanxue Gu, Jichen Yang, Nicholas Konz, Yixin Zhang

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

Comments Link to our code: https://github.com/mazurowski-lab/segment-anything-medical-evaluation

Journal ref Medical Image Analysis, 102918 (2023)

Make-A-Volume: Leveraging Latent Diffusion Models for Cross-Modality 3D Brain MRI Synthesis

Lingting Zhu, Zeyue Xue, Zhenchao Jin, Xian Liu, Jingzhen He, Ziwei Liu, Lequan Yu

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

Comments Accepted by International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023). 10 pages, 4 figures

Attention Mechanisms in Medical Image Segmentation: A Survey

Yutong Xie, Bing Yang, Qingbiao Guan, Jianpeng Zhang, Qi Wu, Yong Xia

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

Comments Submitted to Medical Image Analysis, survey paper, 34 pages, over 300 references

SynthSeg: Segmentation of brain MRI scans of any contrast and resolution without retraining

Benjamin Billot, Douglas N. Greve, Oula Puonti, Axel Thielscher, Koen Van Leemput, Bruce Fischl, Adrian V. Dalca, Juan Eugenio Iglesias

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

Journal ref Medical Image Analysis (83), May 2023, pp 102789

WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image

Xiangde Luo, Wenjun Liao, Jianghong Xiao, Jieneng Chen, Tao Song, Xiaofan Zhang, Kang Li, Dimitris N. Metaxas, Guotai Wang, Shaoting Zhang

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

Comments Accepted to Medical Image Analysis, dataset at: https://github.com/HiLab-git/WORD (we corrected the results or description in this version.)

The role of noise in denoising models for anomaly detection in medical images

Antanas Kascenas, Pedro Sanchez, Patrick Schrempf, Chaoyang Wang, William Clackett, Shadia S. Mikhael, Jeremy P. Voisey, Keith Goatman, Alexander Weir, Nicolas Pugeault, Sotirios A. Tsaftaris, Alison Q. O'Neil

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

Comments Submitted to Medical Image Analysis special issue for MIDL 2022

InDuDoNet+: A Deep Unfolding Dual Domain Network for Metal Artifact Reduction in CT Images

Hong Wang, Yuexiang Li, Haimiao Zhang, Deyu Meng, Yefeng Zheng

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

Journal ref Medical Image Analysis 2022

Label Propagation for 3D Carotid Vessel Wall Segmentation and Atherosclerosis Diagnosis

Shishuai Hu, Zehui Liao, Yong Xia

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

Comments Technical report. Solution to CarOtid vessel wall SegMentation and atherosclerOsis diagnosiS challenge (COSMOS 2022)

Lung nodules segmentation from CT with DeepHealth toolkit

Hafiza Ayesha Hoor Chaudhry, Riccardo Renzulli, Daniele Perlo, Francesca Santinelli, Stefano Tibaldi, Carmen Cristiano, Marco Grosso, Attilio Fiandrotti, Maurizio Lucenteforte, Davide Cavagnino

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

Comments Workshop ICIAP 2021 - Deep-Learning and High Performance Computing to Boost Biomedical Applications

Recent advances and clinical applications of deep learning in medical image analysis

Xuxin Chen, Ximin Wang, Ke Zhang, Kar-Ming Fung, Theresa C. Thai, Kathleen Moore, Robert S. Mannel, Hong Liu, Bin Zheng, Yuchen Qiu

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

Comments To appear in the journal Medical Image Analysis. The registration section was revised

Towards Super-Resolution CEST MRI for Visualization of Small Structures

Lukas Folle, Katharian Tkotz, Fasil Gadjimuradov, Lorenz Kapsner, Moritz Fabian, Sebastian Bickelhaupt, David Simon, Arnd Kleyer, Gerhard Krönke, Moritz Zaiß, Armin Nagel, Andreas Maier

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

Journal ref Proceedings, German Workshop on Medical Image Computing (2022) 210-215

Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With Supervoxels

Stine Hansen, Srishti Gautam, Robert Jenssen, Michael Kampffmeyer

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

Comments Accepted in Medical Image Analysis

Boundary-aware Context Neural Network for Medical Image Segmentation

Ruxin Wang, Shuyuan Chen, Chaojie Ji, Jianping Fan, Ye Li

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

Journal ref Medical Image Analysis, 2022

Semi-automated Virtual Unfolded View Generation Method of Stomach from CT Volumes

Masahiro Oda, Tomoaki Suito, Yuichiro Hayashi, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara, Yoshiki Hirooka, Hidemi Goto, Gen Iinuma, Kazunari Misawa, Shigeru Nawano, Kensaku Mori

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

Comments Accepted paper as a poster presentation at MICCAI 2013 (International Conference on Medical Image Computing and Computer-Assisted Intervention), Nagoya, Japan

Journal ref Published in Proceedings of MICCAI 2013, LNCS 8149, pp.332-339, 2013

3-Dimensional Deep Learning with Spatial Erasing for Unsupervised Anomaly Segmentation in Brain MRI

Marcel Bengs, Finn Behrendt, Julia Krüger, Roland Opfer, Alexander Schlaefer

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

Comments Accepted for publication in the International Journal of Computer Assisted Radiology and Surgery (IJCARS)

Chest X-ray Image Phase Features for Improved Diagnosis of COVID-19 Using Convolutional Neural Network

Xiao Qi, Lloyd Brown, David J. Foran, Ilker Hacihaliloglu

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

Comments 16 pages, 9 figures

Journal ref International Journal of Computer Assisted Radiology and Surgery, 2021

CPNet: Cycle Prototype Network for Weakly-supervised 3D Renal Compartments Segmentation on CT Images

Song Wang, Yuting He, Youyong Kong, Xiaomei Zhu, Shaobo Zhang, Pengfei Shao, Jean-Louis Dillenseger, Jean-Louis Coatrieux, Shuo Li, Guanyu Yang

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

Comments 24th International Conference on Medical Image Computing and Computer Assisted Intervention

Is it Time to Replace CNNs with Transformers for Medical Images?

Christos Matsoukas, Johan Fredin Haslum, Magnus Söderberg, Kevin Smith

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

Comments Originally published at the ICCV 2021 Workshop on Computer Vision for Automated Medical Diagnosis (CVAMD)

Rigid and non-rigid motion compensation in weight-bearing cone-beam CT of the knee using (noisy) inertial measurements

Jennifer Maier, Marlies Nitschke, Jang-Hwan Choi, Garry Gold, Rebecca Fahrig, Bjoern M. Eskofier, Andreas Maier

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

Comments 16 pages, 6 figures, submitted to Elsevier Medical Image Analysis on Feb 11, 2021

A Survey on Incorporating Domain Knowledge into Deep Learning for Medical Image Analysis

Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Zhengsu Chen, Shaojie Tang, Shui Yu

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

Comments 27 pages, 18 figures

Journal ref Medical Image Analysis 2021

Federated Semi-Supervised Learning for COVID Region Segmentation in Chest CT using Multi-National Data from China, Italy, Japan

Dong Yang, Ziyue Xu, Wenqi Li, Andriy Myronenko, Holger R. Roth, Stephanie Harmon, Sheng Xu, Baris Turkbey, Evrim Turkbey, Xiaosong Wang, Wentao Zhu, Gianpaolo Carrafiello, Francesca Patella, Maurizio Cariati, Hirofumi Obinata, Hitoshi Mori, Kaku Tamura, Peng An, Bradford J. Wood, Daguang Xu

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

Comments Accepted with minor revision to Medical Image Analysis