医学 AI - arXivDaily 专题

2310.06737 2024-07-08 eess.IV cs.CV cs.LG 87%

Multi-domain improves out-of-distribution and data-limited scenarios for medical image analysis

Ece Ozkan, Xavier Boix

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

2402.05210 2024-06-21 eess.IV cs.CV cs.LG stat.ML 87%

Anatomically-Controllable Medical Image Generation with Segmentation-Guided Diffusion Models

Nicholas Konz, Yuwen Chen, Haoyu Dong, Maciej A. Mazurowski

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

Comments Accepted at MICCAI 2024. Code and synthetic dataset: https://github.com/mazurowski-lab/segmentation-guided-diffusion

2303.09975 2024-06-04 eess.IV cs.CV cs.LG 87%

MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image Segmentation

Saikat Roy, Gregor Koehler, Constantin Ulrich, Michael Baumgartner, Jens Petersen, Fabian Isensee, Paul F. Jaeger, Klaus Maier-Hein

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

Comments Accepted at MICCAI 2023

2404.07473 2024-04-12 eess.IV cs.CV cs.LG 87%

LUCF-Net: Lightweight U-shaped Cascade Fusion Network for Medical Image Segmentation

Songkai Sun, Qingshan She, Yuliang Ma, Rihui Li, Yingchun Zhang

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

2404.07318 2024-04-12 eess.IV cs.CV cs.LG 87%

Rethinking Perceptual Metrics for Medical Image Translation

Nicholas Konz, Yuwen Chen, Hanxue Gu, Haoyu Dong, Maciej A. Mazurowski

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

2403.11505 2024-03-29 eess.IV cs.CV cs.LG 87%

COVID-19 detection from pulmonary CT scans using a novel EfficientNet with attention mechanism

Ramy Farag, Parth Upadhyay, Yixiang Gao, Jacket Demby, Katherin Garces Montoya, Seyed Mohamad Ali Tousi, Gbenga Omotara, Guilherme DeSouza

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

2403.11338 2024-03-19 eess.IV cs.CV cs.LG 87%

Ensembling and Test Augmentation for Covid-19 Detection and Covid-19 Domain Adaptation from 3D CT-Scans

Fares Bougourzi, Feryal Windal Moula, Halim Benhabiles, Fadi Dornaika, Abdelmalik Taleb-Ahmed

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

2403.04781 2024-03-11 cs.CR cs.CV cs.LG eess.IV 87%

Selective Encryption using Segmentation Mask with Chaotic Henon Map for Multidimensional Medical Images

S Arut Prakash, Aditya Ganesh Kumar, Prabhu Shankar K. C., Lithicka Anandavel, Aditya Lakshmi Narayanan

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

2401.08469 2024-01-17 eess.IV cs.CV cs.LG 87%

Explanations of Classifiers Enhance Medical Image Segmentation via End-to-end Pre-training

Jiamin Chen, Xuhong Li, Yanwu Xu, Mengnan Du, Haoyi Xiong

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

2303.08757 2023-12-06 eess.IV cs.CV cs.LG 87%

CT Perfusion is All We Need: 4D CNN Segmentation of Penumbra and Core in Patients With Suspected Ischemic Stroke

Luca Tomasetti, Kjersti Engan, Liv Jorunn Høllesli, Kathinka Dæhli Kurz, Mahdieh Khanmohammadi

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

2311.02874 2023-11-15 eess.IV cs.CV cs.LG 87%

Dynamic Neural Fields for Learning Atlases of 4D Fetal MRI Time-series

Zeen Chi, Zhongxiao Cong, Clinton J. Wang, Yingcheng Liu, Esra Abaci Turk, P. Ellen Grant, S. Mazdak Abulnaga, Polina Golland, Neel Dey

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

Comments 6 pages, 2 figures. Accepted by Medical Imaging Meets NeurIPS 2023

2311.02480 2023-11-07 eess.IV cs.CV cs.LG 87%

A Strictly Bounded Deep Network for Unpaired Cyclic Translation of Medical Images

Swati Rai, Jignesh S. Bhatt, Sarat Kumar Patra

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

Journal ref 2023 IEEE Statistical Signal Processing Workshop (SSP), Hanoi, Vietnam, 2023, pp. 61-65

2310.17720 2023-10-30 eess.IV cs.CV cs.LG 87%

Advancing Brain Tumor Detection: A Thorough Investigation of CNNs, Clustering, and SoftMax Classification in the Analysis of MRI Images

Jonayet Miah, Duc M Cao, Md Abu Sayed3, Md Siam Taluckder, Md Sabbirul Haque, Fuad Mahmud

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

Journal ref JOIV : International Journal on Informatics Visualization, JOIV : Int. J. Inform. Visualization ISSN / E-ISSN 2549-9610 / 2549-9904, 2023

2310.05242 2023-10-11 cs.CL cs.AI 87%

ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data

Tianyang Zhong, Wei Zhao, Yutong Zhang, Yi Pan, Peixin Dong, Zuowei Jiang, Xiaoyan Kui, Youlan Shang, Li Yang, Yaonai Wei, Longtao Yang, Hao Chen, Huan Zhao, Yuxiao Liu, Ning Zhu, Yiwei Li, Yisong Wang, Jiaqi Yao, Jiaqi Wang, Ying Zeng, Lei He, Chao Zheng, Zhixue Zhang, Ming Li, Zhengliang Liu, Haixing Dai, Zihao Wu, Lu Zhang, Shu Zhang, Xiaoyan Cai, Xintao Hu, Shijie Zhao, Xi Jiang, Xin Zhang, Xiang Li, Dajiang Zhu, Lei Guo, Dinggang Shen, Junwei Han, Tianming Liu, Jun Liu, Tuo Zhang

专题命中医学影像：radiology(title,abstract)；clinical AI(abstract)；medical image(abstract)；diagnosis(abstract)

2307.16314 2023-08-01 eess.IV cs.CV cs.LG 87%

Mask-guided Data Augmentation for Multiparametric MRI Generation with a Rare Hepatocellular Carcinoma

Karen Sanchez, Carlos Hinojosa, Kevin Arias, Henry Arguello, Denis Kouame, Olivier Meyrignac, Adrian Basarab

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

Comments Accepted at IEEE ISBI 2023

2307.14588 2023-07-28 eess.IV cs.CV cs.LG 87%

MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical Image Segmentation

Liang Xu, Mingxiao Chen, Yi Cheng, Pengfei Shao, Shuwei Shen, Peng Yao, Ronald X. Xu

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

2211.01293 2023-06-02 eess.IV cs.CV cs.LG 87%

DC-cycleGAN: Bidirectional CT-to-MR Synthesis from Unpaired Data

Jiayuan Wang, Q. M. Jonathan Wu, Farhad Pourpanah

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

2203.05573 2023-04-24 eess.IV cs.CV cs.LG 87%

Self Pre-training with Masked Autoencoders for Medical Image Classification and Segmentation

Lei Zhou, Huidong Liu, Joseph Bae, Junjun He, Dimitris Samaras, Prateek Prasanna

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

Comments ISBI2023 camera-ready version (no substantial difference from v1); Code is available at https://github.com/cvlab-stonybrook/SelfMedMAE

2201.10981 2023-03-23 eess.IV cs.CV cs.LG 87%

Joint Liver and Hepatic Lesion Segmentation in MRI using a Hybrid CNN with Transformer Layers

Georg Hille, Shubham Agrawal, Pavan Tummala, Christian Wybranski, Maciej Pech, Alexey Surov, Sylvia Saalfeld

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

2303.09440 2023-03-21 eess.IV cs.CV cs.LG 87%

Enhanced detection of the presence and severity of COVID-19 from CT scans using lung segmentation

Robert Turnbull

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

Comments Added extra results. Edited the text

2209.14472 2023-02-24 eess.IV cs.CV cs.LG 87%

medigan: a Python library of pretrained generative models for medical image synthesis

Richard Osuala, Grzegorz Skorupko, Noussair Lazrak, Lidia Garrucho, Eloy García, Smriti Joshi, Socayna Jouide, Michael Rutherford, Fred Prior, Kaisar Kushibar, Oliver Diaz, Karim Lekadir

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

Comments 32 pages, 7 figures

Journal ref Journal of Medical Imaging 10.6 (2023) 061403

2302.02289 2023-02-07 eess.IV cs.CV cs.LG 87%

Selecting the Best Optimizers for Deep Learning based Medical Image Segmentation

Aliasghar Mortazi, Vedat Cicek, Elif Keles, Ulas Bagci

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

2208.10937 2022-11-16 eess.IV cs.CV cs.LG 87%

Improving Computed Tomography (CT) Reconstruction via 3D Shape Induction

Elena Sizikova, Xu Cao, Ashia Lewis, Kenny Moise, Megan Coffee

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

Comments Extended Abstract presented at Machine Learning for Health (ML4H) symposium 2022, November 28th, 2022, New Orleans, United States & Virtual, http://www.ml4h.cc, 11 pages

2204.04218 2022-10-13 eess.IV cs.CV cs.LG 87%

Multimodal Multi-Head Convolutional Attention with Various Kernel Sizes for Medical Image Super-Resolution

Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Andreea-Iuliana Miron, Olivian Savencu, Nicolae-Catalin Ristea, Nicolae Verga, Fahad Shahbaz Khan

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

Comments Accepted at WACV 2023 (main paper + supplementary)

2210.05073 2022-10-12 eess.IV cs.CV cs.LG 87%

Self-supervised Model Based on Masked Autoencoders Advance CT Scans Classification

Jiashu Xu, Sergii Stirenko

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

Journal ref I.J. Image, Graphics and Signal Processing 2022

2111.12215 2022-08-23 eess.IV cs.CV cs.LG 87%

Explainable multiple abnormality classification of chest CT volumes

Rachel Lea Draelos, Lawrence Carin

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

Comments Published in Artificial Intelligence in Medicine, 2022. 8 figures, 7 tables

Journal ref Artificial Intelligence in Medicine, August 2022

2207.12218 2022-07-26 eess.IV cs.CV cs.LG 87%

Cov3d: Detection of the presence and severity of COVID-19 from CT scans using 3D ResNets

Robert Turnbull

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

Comments 10 pages, 2 figures, conference

2207.11225 2022-07-25 eess.IV cs.CV cs.LG 87%

Large-Kernel Attention for 3D Medical Image Segmentation

Hao Li, Yang Nan, Javier Del Ser, Guang Yang

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

Comments 22 pages, 5 figures, submitted to Cognitive Computation

2207.01868 2022-07-07 eess.IV cs.CV cs.LG 87%

Bayesian approaches for Quantifying Clinicians' Variability in Medical Image Quantification

Jaeik Jeon, Yeonggul Jang, Youngtaek Hong, Hackjoon Shim, Sekeun Kim

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

Comments Interpretable Machine Learning in Healthcare

2207.01345 2022-07-05 eess.IV cs.CV cs.LG 87%

Multi-scale alignment and Spatial ROI Module for COVID-19 Diagnosis

Hongyan Xu, Dadong Wang, Arcot Sowmya

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

Comments 9 pages, 7 figures, this paper has been accepted by WCCI 2022

1. 医学影像 22596 篇

Multi-domain improves out-of-distribution and data-limited scenarios for medical image analysis

Anatomically-Controllable Medical Image Generation with Segmentation-Guided Diffusion Models

MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image Segmentation

LUCF-Net: Lightweight U-shaped Cascade Fusion Network for Medical Image Segmentation

Rethinking Perceptual Metrics for Medical Image Translation

COVID-19 detection from pulmonary CT scans using a novel EfficientNet with attention mechanism

Ensembling and Test Augmentation for Covid-19 Detection and Covid-19 Domain Adaptation from 3D CT-Scans

Selective Encryption using Segmentation Mask with Chaotic Henon Map for Multidimensional Medical Images

Explanations of Classifiers Enhance Medical Image Segmentation via End-to-end Pre-training

CT Perfusion is All We Need: 4D CNN Segmentation of Penumbra and Core in Patients With Suspected Ischemic Stroke

Dynamic Neural Fields for Learning Atlases of 4D Fetal MRI Time-series

A Strictly Bounded Deep Network for Unpaired Cyclic Translation of Medical Images

Advancing Brain Tumor Detection: A Thorough Investigation of CNNs, Clustering, and SoftMax Classification in the Analysis of MRI Images

ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data

Mask-guided Data Augmentation for Multiparametric MRI Generation with a Rare Hepatocellular Carcinoma

MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical Image Segmentation

DC-cycleGAN: Bidirectional CT-to-MR Synthesis from Unpaired Data

Self Pre-training with Masked Autoencoders for Medical Image Classification and Segmentation

Joint Liver and Hepatic Lesion Segmentation in MRI using a Hybrid CNN with Transformer Layers

Enhanced detection of the presence and severity of COVID-19 from CT scans using lung segmentation

medigan: a Python library of pretrained generative models for medical image synthesis

Selecting the Best Optimizers for Deep Learning based Medical Image Segmentation

Improving Computed Tomography (CT) Reconstruction via 3D Shape Induction

Multimodal Multi-Head Convolutional Attention with Various Kernel Sizes for Medical Image Super-Resolution

Self-supervised Model Based on Masked Autoencoders Advance CT Scans Classification

Explainable multiple abnormality classification of chest CT volumes

Cov3d: Detection of the presence and severity of COVID-19 from CT scans using 3D ResNets

Large-Kernel Attention for 3D Medical Image Segmentation

Bayesian approaches for Quantifying Clinicians' Variability in Medical Image Quantification

Multi-scale alignment and Spatial ROI Module for COVID-19 Diagnosis