医学 AI - arXivDaily 专题

2407.08256 2024-07-12 eess.IV cs.CV cs.LG 80%

Adaptive Compressed Sensing with Diffusion-Based Posterior Sampling

Noam Elata, Tomer Michaeli, Michael Elad

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

Comments Published in European Conference on Computer Vision (ECCV) 2024

2407.06612 2024-07-10 eess.IV cs.CV cs.LG 80%

AI-based Automatic Segmentation of Prostate on Multi-modality Images: A Review

Rui Jin, Derun Li, Dehui Xiang, Lei Zhang, Hailing Zhou, Fei Shi, Weifang Zhu, Jing Cai, Tao Peng, Xinjian Chen

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

2404.15293 2024-04-25 eess.IV cs.GR q-bio.NC 80%

Interactive Manipulation and Visualization of 3D Brain MRI for Surgical Training

Siddharth Jha, Zichen Gui, Benjamin Delbos, Richard Moreau, Arnaud Leleve, Irene Cheng

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

2404.04025 2024-04-08 cs.CV q-bio.QM 80%

Framework to generate perfusion map from CT and CTA images in patients with acute ischemic stroke: A longitudinal and cross-sectional study

Chayanin Tangwiriyasakul, Pedro Borges, Stefano Moriconi, Paul Wright, Yee-Haur Mah, James Teo, Parashkev Nachev, Sebastien Ourselin, M. Jorge Cardoso

专题命中医学影像：CT(title,abstract)；分类 cs.CV、q-bio

Comments Accepted and presented in SWITCH2023: Stroke Workshop on Imaging and Treatment CHallenges (MICCAI 2023, Vancouver Canada)

2404.00726 2024-04-02 eess.IV cs.CV cs.LG 80%

MugenNet: A Novel Combined Convolution Neural Network and Transformer Network with its Application for Colonic Polyp Image Segmentation

Chen Peng, Zhiqin Qian, Kunyu Wang, Qi Luo, Zhuming Bi, Wenjun Zhang

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

2403.14262 2024-03-22 eess.IV cs.CV cs.LG 80%

Diffusion Models with Ensembled Structure-Based Anomaly Scoring for Unsupervised Anomaly Detection

Finn Behrendt, Debayan Bhattacharya, Lennart Maack, Julia Krüger, Roland Opfer, Robin Mieling, Alexander Schlaefer

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

Comments Accepted at IEEE ISBI 2024

2403.04290 2024-03-08 eess.IV cs.CV cs.LG 80%

MedM2G: Unifying Medical Multi-Modal Generation via Cross-Guided Diffusion with Visual Invariant

Chenlu Zhan, Yu Lin, Gaoang Wang, Hongwei Wang, Jian Wu

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

Comments Accepted by CVPR2024

2312.17513 2024-01-01 q-bio.NC eess.IV 80%

Multi-modal MRI sensitive to age: Focus on early brain development in infants

Jessica Dubois

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

Journal ref Handbook of Pediatric Brain Imaging: Methods and Applications, 2021, 978-0128166338

2312.11467 2023-12-20 eess.IV cs.CV cs.LG 80%

Glioblastoma Tumor Segmentation using an Ensemble of Vision Transformers

Huafeng Liu, Benjamin Dowdell, Todd Engelder, Zarah Pulmano, Nicolas Osa, Arko Barman

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

2309.06618 2023-12-19 cs.CV q-bio.TO 80%

Multi-dimensional Fusion and Consistency for Semi-supervised Medical Image Segmentation

Yixing Lu, Zhaoxin Fan, Min Xu

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

Comments Accepted by the 30th International Conference on MultiMedia Modeling

2312.01904 2023-12-05 cs.CV cs.LG eess.IV 80%

Unsupervised Anomaly Detection using Aggregated Normative Diffusion

Alexander Frotscher, Jaivardhan Kapoor, Thomas Wolfers, Christian F. Baumgartner

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

2305.07618 2023-12-04 cs.CV cs.LG eess.IV 80%

Uncertainty Estimation and Out-of-Distribution Detection for Deep Learning-Based Image Reconstruction using the Local Lipschitz

Danyal F. Bhutto, Bo Zhu, Jeremiah Z. Liu, Neha Koonjoo, Hongwei B. Li, Bruce R. Rosen, Matthew S. Rosen

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

2304.08072 2023-10-11 eess.IV cs.CV cs.LG 80%

Two-stage MR Image Segmentation Method for Brain Tumors based on Attention Mechanism

Li Zhu, Jiawei Jiang, Lin Lu, Jin Li

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

Comments Some contributing authors are not signed

2303.08440 2023-09-04 eess.IV cs.CV cs.LG 80%

Improving 3D Imaging with Pre-Trained Perpendicular 2D Diffusion Models

Suhyeon Lee, Hyungjin Chung, Minyoung Park, Jonghyuk Park, Wi-Sun Ryu, Jong Chul Ye

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

Comments ICCV23 poster. 15 pages, 9 figures

2301.02554 2023-06-09 q-bio.QM cs.LG 80%

MSCDA: Multi-level Semantic-guided Contrast Improves Unsupervised Domain Adaptation for Breast MRI Segmentation in Small Datasets

Sheng Kuang, Henry C. Woodruff, Renee Granzier, Thiemo J. A. van Nijnatten, Marc B. I. Lobbes, Marjolein L. Smidt, Philippe Lambin, Siamak Mehrkanoon

专题命中医学影像：MRI(title,abstract)；分类 cs.LG、q-bio

Comments 17 pages, 8 figures

2210.14677 2023-05-25 cs.CV q-bio.QM stat.AP 80%

How precise are performance estimates for typical medical image segmentation tasks?

Rosana El Jurdi, Olivier Colliot

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

2305.00950 2023-05-02 eess.IV cs.CV cs.LG 80%

Probabilistic 3D segmentation for aleatoric uncertainty quantification in full 3D medical data

Christiaan G. A. Viviers, Amaan M. M. Valiuddin, Peter H. N. de With, Fons van der Sommen

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

2108.02998 2023-04-04 eess.IV cs.CV cs.LG physics.med-ph 80%

AI-based Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo

Yuan Jin, Antonio Pepe, Jianning Li, Christina Gsaxner, Fen-hua Zhao, Kelsey L. Pomykala, Jens Kleesiek, Alejandro F. Frangi, Jan Egger

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

2203.05714 2023-03-31 q-bio.QM cs.CV 80%

Computational Image-based Stroke Assessment for Evaluation of Cerebroprotectants with Longitudinal and Multi-site Preclinical MRI

Ryan P. Cabeen, Joseph Mandeville, Fahmeed Hyder, Basavaraju G. Sanganahalli, Daniel R. Thedens, Ali Arbab, Shuning Huang, Adnan Bibic, Erendiz Tarakci, Jelena Mihailovic, Andreia Morais, Jessica Lamb, Karisma Nagarkatti, Arthur W. Toga, Patrick Lyden, Cenk Ayata

专题命中医学影像：MRI(title,abstract)；分类 cs.CV、q-bio

2303.14901 2023-03-28 eess.IV cs.CV cs.LG 80%

Identifying Suspicious Regions of Covid-19 by Abnormality-Sensitive Activation Mapping

Ryo Toda, Hayato Itoh, Masahiro Oda, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Shigeki Aoki, Kensaku Mori

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

Comments 10 pages, 3 figures

2303.07130 2023-03-20 eess.IV cs.CV cs.LG 80%

Enhancing COVID-19 Severity Analysis through Ensemble Methods

Anand Thyagachandran, Hema A Murthy

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

2303.04149 2023-03-09 q-bio.QM eess.IV 80%

Prediction of a T-cell/MHC-I-based immune profile for colorectal liver metastases from CT images using ensemble learning

Ralph Saber, David Henault, Rolando Rebolledo, Simon Turcotte, Samuel Kadoury

专题命中医学影像：CT(title,abstract)；分类 q-bio、eess.IV

2302.05378 2023-02-13 q-bio.QM eess.IV 80%

A CT-based deep learning system for automatic assessment of aortic root morphology for TAVI planning

Simone Saitta, Francesco Sturla, Riccardo Gorla, Omar A. Oliva, Emiliano Votta, Francesco Bedogni, Alberto Redaelli

专题命中医学影像：CT(title,abstract)；分类 q-bio、eess.IV

2206.00002 2023-01-11 eess.IV cs.CV cs.LG 80%

Calibrated Bagging Deep Learning for Image Semantic Segmentation: A Case Study on COVID-19 Chest X-ray Image

Lucy Nwosu, Xiangfang Li, Lijun Qian, Seungchan Kim, Xishuang Dong

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

2301.01241 2023-01-04 eess.IV q-bio.NC 80%

Developing and deploying deep learning models in brain MRI: a review

Kunal Aggarwal, Marina Manso Jimeno, Keerthi Sravan Ravi, Gilberto Gonzalez, Sairam Geethanath

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

Comments 4 figures and 1 table

2210.08330 2022-10-18 eess.IV cs.CV cs.LG 80%

Aplicación de redes neuronales convolucionales profundas al diagnóstico asistido de la enfermedad de Alzheimer

Ángel de la Vega Jiménez

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

Comments in Spanish language

2205.02885 2022-09-30 cs.LG q-bio.NC q-bio.TO 80%

Adversarial confound regression and uncertainty measurements to classify heterogeneous clinical MRI in Mass General Brigham

Matthew Leming, Sudeshna Das, Hyungsoon Im

专题命中医学影像：MRI(title,abstract)；分类 cs.LG、q-bio

2209.12305 2022-09-27 eess.IV cs.CV cs.LG 80%

Adnexal Mass Segmentation with Ultrasound Data Synthesis

Clara Lebbos, Jen Barcroft, Jeremy Tan, Johanna P. Muller, Matthew Baugh, Athanasios Vlontzos, Srdjan Saso, Bernhard Kainz

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

Journal ref ASMUS 2022, LNCS 13565, p. 106, 2022

2207.11203 2022-09-23 eess.IV cs.CV cs.LG physics.med-ph 80%

Human Treelike Tubular Structure Segmentation: A Comprehensive Review and Future Perspectives

Hao Li, Zeyu Tang, Yang Nan, Guang Yang

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

Comments 30 pages, 19 figures, submitted to CBM journal

2201.13271 2022-09-12 eess.IV cs.CV cs.LG physics.med-ph 80%

StRegA: Unsupervised Anomaly Detection in Brain MRIs using a Compact Context-encoding Variational Autoencoder

Soumick Chatterjee, Alessandro Sciarra, Max Dünnwald, Pavan Tummala, Shubham Kumar Agrawal, Aishwarya Jauhari, Aman Kalra, Steffen Oeltze-Jafra, Oliver Speck, Andreas Nürnberger

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

Journal ref Computers in Biology and Medicine, 106093 (2022)

1. 医学影像 22694 篇

Adaptive Compressed Sensing with Diffusion-Based Posterior Sampling

AI-based Automatic Segmentation of Prostate on Multi-modality Images: A Review

Interactive Manipulation and Visualization of 3D Brain MRI for Surgical Training

Framework to generate perfusion map from CT and CTA images in patients with acute ischemic stroke: A longitudinal and cross-sectional study

MugenNet: A Novel Combined Convolution Neural Network and Transformer Network with its Application for Colonic Polyp Image Segmentation

Diffusion Models with Ensembled Structure-Based Anomaly Scoring for Unsupervised Anomaly Detection

MedM2G: Unifying Medical Multi-Modal Generation via Cross-Guided Diffusion with Visual Invariant

Multi-modal MRI sensitive to age: Focus on early brain development in infants

Glioblastoma Tumor Segmentation using an Ensemble of Vision Transformers

Multi-dimensional Fusion and Consistency for Semi-supervised Medical Image Segmentation

Unsupervised Anomaly Detection using Aggregated Normative Diffusion

Uncertainty Estimation and Out-of-Distribution Detection for Deep Learning-Based Image Reconstruction using the Local Lipschitz

Two-stage MR Image Segmentation Method for Brain Tumors based on Attention Mechanism

Improving 3D Imaging with Pre-Trained Perpendicular 2D Diffusion Models

MSCDA: Multi-level Semantic-guided Contrast Improves Unsupervised Domain Adaptation for Breast MRI Segmentation in Small Datasets

How precise are performance estimates for typical medical image segmentation tasks?

Probabilistic 3D segmentation for aleatoric uncertainty quantification in full 3D medical data

AI-based Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo

Computational Image-based Stroke Assessment for Evaluation of Cerebroprotectants with Longitudinal and Multi-site Preclinical MRI

Identifying Suspicious Regions of Covid-19 by Abnormality-Sensitive Activation Mapping

Enhancing COVID-19 Severity Analysis through Ensemble Methods

Prediction of a T-cell/MHC-I-based immune profile for colorectal liver metastases from CT images using ensemble learning

A CT-based deep learning system for automatic assessment of aortic root morphology for TAVI planning

Calibrated Bagging Deep Learning for Image Semantic Segmentation: A Case Study on COVID-19 Chest X-ray Image

Developing and deploying deep learning models in brain MRI: a review

Aplicación de redes neuronales convolucionales profundas al diagnóstico asistido de la enfermedad de Alzheimer

Adversarial confound regression and uncertainty measurements to classify heterogeneous clinical MRI in Mass General Brigham

Adnexal Mass Segmentation with Ultrasound Data Synthesis

Human Treelike Tubular Structure Segmentation: A Comprehensive Review and Future Perspectives

StRegA: Unsupervised Anomaly Detection in Brain MRIs using a Compact Context-encoding Variational Autoencoder