医学 AI - arXivDaily 专题

2209.12994 2024-11-25 physics.med-ph q-bio.TO 82%

Considerations and Recommendations from the ISMRM Diffusion Study Group for preclinical diffusion MRI: Part 1 -- In vivo small-animal imaging

Ileana O Jelescu, Francesco Grussu, Andrada Ianus, Brian Hansen, Rachel L C Barrett, Manisha Aggarwal, Stijn Michielse, Fatima Nasrallah, Warda Syeda, Nian Wang, Jelle Veraart, Alard Roebroeck, Andrew F Bagdasarian, Cornelius Eichner, Farshid Sepehrband, Jan Zimmermann, Lucas Soustelle, Christien Bowman, Benjamin C Tendler, Andreea Hertanu, Ben Jeurissen, Marleen Verhoye, Lucio Frydman, Yohan van de Looij, David Hike, Jeff F Dunn, Karla Miller, Bennett A Landman, Noam Shemesh, Adam Anderson, Emilie McKinnon, Shawna Farquharson, Flavio Dell' Acqua, Carlo Pierpaoli, Ivana Drobnjak, Alexander Leemans, Kevin D Harkins, Maxime Descoteaux, Duan Xu, Hao Huang, Mathieu D Santin, Samuel C. Grant, Andre Obenaus, Gene S Kim, Dan Wu, Denis Le Bihan, Stephen J Blackband, Luisa Ciobanu, Els Fieremans, Ruiliang Bai, Trygve B Leergaard, Jiangyang Zhang, Tim B Dyrby, G Allan Johnson, Julien Cohen-Adad, Matthew D Budde, Kurt G Schilling

专题命中医学影像：MRI(title,abstract)；biomedical(abstract)；分类 q-bio

Comments 47 pages, 5 figures, 1 table

2411.00922 2024-11-11 eess.IV cs.CV cs.LG q-bio.QM stat.ML 82%

Lung tumor segmentation in MRI mice scans using 3D nnU-Net with minimum annotations

Piotr Kaniewski, Fariba Yousefi, Yeman Brhane Hagos, Talha Qaiser, Nikolay Burlutskiy

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

2411.04334 2024-11-08 q-bio.NC 82%

Neuroradiological features of traumatic encephalopathy syndrome using MRI and FDG-PET imaging: a case series in Australia

Rowena Mobbs, Fatima Nasrallah, Xuan Vinh To, John Magnussen, Jennifer Batchelor, Edward Hsiao, Mark Walterfang

专题命中医学影像：MRI(title,abstract)；diagnosis(abstract)；分类 q-bio

Comments 19 pages, 2 figures, 5 tables

2105.14711 2024-10-04 eess.IV cs.CV 82%

CTSpine1K: A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed Tomography

Yang Deng, Ce Wang, Yuan Hui, Qian Li, Jun Li, Shiwei Luo, Mengke Sun, Quan Quan, Shuxin Yang, You Hao, Pengbo Liu, Honghu Xiao, Chunpeng Zhao, Xinbao Wu, S. Kevin Zhou

专题命中医学影像：medical image(abstract)；CT(abstract)；pathology(abstract)；diagnosis(abstract)

Comments Accepted by MICCAI2024 Open Data for oral presentation and will be published as a part of the journal MELBA special issue

2408.01571 2024-10-02 cs.CV cs.LG 82%

Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder

Matan Atad, David Schinz, Hendrik Moeller, Robert Graf, Benedikt Wiestler, Daniel Rueckert, Nassir Navab, Jan S. Kirschke, Matthias Keicher

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

Comments Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://melba-journal.org/2024:024. arXiv admin note: text overlap with arXiv:2303.12031

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

2407.12897 2024-10-02 q-bio.QM stat.ML 82%

Generative models of MRI-derived neuroimaging features and associated dataset of 18,000 samples

Sai Spandana Chintapalli, Rongguang Wang, Zhijian Yang, Vasiliki Tassopoulou, Fanyang Yu, Vishnu Bashyam, Guray Erus, Pratik Chaudhari, Haochang Shou, Christos Davatzikos

专题命中医学影像：MRI(title,abstract)；diagnosis(abstract)；分类 q-bio

2409.06716 2024-09-13 eess.IV cs.CV cs.LG q-bio.NC 82%

Detailed delineation of the fetal brain in diffusion MRI via multi-task learning

Davood Karimi, Camilo Calixto, Haykel Snoussi, Maria Camila Cortes-Albornoz, Clemente Velasco-Annis, Caitlin Rollins, Camilo Jaimes, Ali Gholipour, Simon K. Warfield

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

2403.05912 2024-07-12 eess.IV cs.CV 82%

Mask-Enhanced Segment Anything Model for Tumor Lesion Semantic Segmentation

Hairong Shi, Songhao Han, Shaofei Huang, Yue Liao, Guanbin Li, Xiangxing Kong, Hua Zhu, Xiaomu Wang, Si Liu

专题命中医学影像：medical image(abstract)；MRI(abstract)；CT(abstract)；diagnosis(abstract)

2404.01723 2024-05-21 eess.IV cs.CV 82%

Contextual Embedding Learning to Enhance 2D Networks for Volumetric Image Segmentation

Zhuoyuan Wang, Dong Sun, Xiangyun Zeng, Ruodai Wu, Yi Wang

专题命中医学影像：medical image(abstract)；MRI(abstract)；CT(abstract)；diagnosis(abstract)

Comments 15 pages, 9 figures

2401.02882 2024-05-14 cs.HC q-bio.TO 82%

SpatialVisVR: An Immersive, Multiplexed Medical Image Viewer With Contextual Similar-Patient Search

Jai Prakash Veerla, Partha Sai Guttikonda, Amir Hajighasemi, Jillur Rahman Saurav, Aarti Darji, Cody T. Reynolds, Mohamed Mohamed, Mohammad S. Nasr, Helen H. Shang, Jacob M. Luber

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

2306.11876 2024-04-30 eess.IV cs.CV 82%

BMAD: Benchmarks for Medical Anomaly Detection

Jinan Bao, Hanshi Sun, Hanqiu Deng, Yinsheng He, Zhaoxiang Zhang, Xingyu Li

专题命中医学影像：medical image(abstract)；MRI(abstract)；CT(abstract)；diagnosis(abstract)

2309.03320 2024-03-21 eess.IV cs.CV 82%

CoNeS: Conditional neural fields with shift modulation for multi-sequence MRI translation

Yunjie Chen, Marius Staring, Olaf M. Neve, Stephan R. Romeijn, Erik F. Hensen, Berit M. Verbist, Jelmer M. Wolterink, Qian Tao

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

Comments Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://melba-journal.org/2024:004

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

2205.05587 2024-01-24 physics.med-ph cs.LG eess.IV 82%

Choice of training label matters: how to best use deep learning for quantitative MRI parameter estimation

Sean C. Epstein, Timothy J. P. Bray, Margaret Hall-Craggs, Hui Zhang

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

Comments Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://melba-journal.org/2024:002

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

2312.05148 2023-12-11 eess.IV cs.CV 82%

Shape-aware Segmentation of the Placenta in BOLD Fetal MRI Time Series

S. Mazdak Abulnaga, Neel Dey, Sean I. Young, Eileen Pan, Katherine I. Hobgood, Clinton J. Wang, P. Ellen Grant, Esra Abaci Turk, Polina Golland

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

Comments Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://melba-journal.org/2023:017. arXiv admin note: substantial text overlap with arXiv:2208.02895

Journal ref Machine.Learning.for.Biomedical.Imaging. 2 (2023)

2308.16355 2023-12-11 eess.IV cs.CV 82%

A Recycling Training Strategy for Medical Image Segmentation with Diffusion Denoising Models

Yunguan Fu, Yiwen Li, Shaheer U Saeed, Matthew J Clarkson, Yipeng Hu

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

Comments Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://melba-journal.org/2023:016

Journal ref Machine.Learning.for.Biomedical.Imaging. 2 (2023)

2311.11819 2023-11-23 eess.IV cs.AI cs.CV cs.LG q-bio.QM 82%

Generalized super-resolution 4D Flow MRI $\unicode{x2013}$ using ensemble learning to extend across the cardiovascular system

Leon Ericsson, Adam Hjalmarsson, Muhammad Usman Akbar, Edward Ferdian, Mia Bonini, Brandon Hardy, Jonas Schollenberger, Maria Aristova, Patrick Winter, Nicholas Burris, Alexander Fyrdahl, Andreas Sigfridsson, Susanne Schnell, C. Alberto Figueroa, David Nordsletten, Alistair A. Young, David Marlevi

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

Comments 10 pages, 5 figures

2311.00567 2023-11-14 eess.IV cs.CV cs.LG physics.med-ph q-bio.QM 82%

A Robust Deep Learning Method with Uncertainty Estimation for the Pathological Classification of Renal Cell Carcinoma based on CT Images

Ni Yao, Hang Hu, Kaicong Chen, Chen Zhao, Yuan Guo, Boya Li, Jiaofen Nan, Yanting Li, Chuang Han, Fubao Zhu, Weihua Zhou, Li Tian

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

Comments 16 pages, 6 figures

2305.03413 2023-10-16 eess.IV cs.CV cs.LG q-bio.QM 82%

Domain-agnostic segmentation of thalamic nuclei from joint structural and diffusion MRI

Henry F. J. Tregidgo, Sonja Soskic, Mark D. Olchanyi, Juri Althonayan, Benjamin Billot, Chiara Maffei, Polina Golland, Anastasia Yendiki, Daniel C. Alexander, Martina Bocchetta, Jonathan D. Rohrer, Juan Eugenio Iglesias

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

Comments Under review

2305.00005 2023-10-04 q-bio.QM cs.CV cs.LG eess.IV 82%

The Rio Hortega University Hospital Glioblastoma dataset: a comprehensive collection of preoperative, early postoperative and recurrence MRI scans (RHUH-GBM)

Santiago Cepeda, Sergio Garcia-Garcia, Ignacio Arrese, Francisco Herrero, Trinidad Escudero, Tomas Zamora, Rosario Sarabia

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

2302.13057 2023-09-26 eess.IV cs.CV cs.LG q-bio.NC 82%

DeepBrainPrint: A Novel Contrastive Framework for Brain MRI Re-Identification

Lemuel Puglisi, Frederik Barkhof, Daniel C. Alexander, Geoffrey JM Parker, Arman Eshaghi, Daniele Ravì

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

2207.05876 2023-09-19 eess.IV cs.CV 82%

Adaptive Diffusion Priors for Accelerated MRI Reconstruction

Alper Güngör, Salman UH Dar, Şaban Öztürk, Yilmaz Korkmaz, Gokberk Elmas, Muzaffer Özbey, Tolga Çukur

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

Journal ref A. Güngör, S. U. Dar, S. Öztürk, Y. Korkmaz, G. Elmas, M. Özbey, and T. Çukur, "Adaptive diffusion priors for accelerated MRI reconstruction," Medical Image Analysis, vol. 88, p. 102872, 2023

2307.04771 2023-07-12 eess.IV cs.CV 82%

Invariant Scattering Transform for Medical Imaging

Nafisa Labiba Ishrat Huda, Angona Biswas, MD Abdullah Al Nasim, Md. Fahim Rahman, Shoaib Ahmed

专题命中医学影像：medical image(abstract)；MRI(abstract)；CT(abstract)；diagnosis(abstract)

Comments 11 pages, 8 figures and 1 table

2306.05514 2023-06-12 eess.IV cs.CV cs.LG q-bio.NC 82%

Robust Brain Age Estimation via Regression Models and MRI-derived Features

Mansoor Ahmed, Usama Sardar, Sarwan Ali, Shafiq Alam, Murray Patterson, Imdad Ullah Khan

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

Comments Published at the 15th International Conference on Computational Collective Intelligence

2303.08224 2023-03-16 eess.IV cs.AI cs.CV cs.LG q-bio.QM 82%

Few-Shot Classification of Autism Spectrum Disorder using Site-Agnostic Meta-Learning and Brain MRI

Nikhil J. Dhinagar, Vignesh Santhalingam, Katherine E. Lawrence, Emily Laltoo, Paul M. Thompson

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

2209.07590 2023-03-07 eess.IV cs.CV cs.LG q-bio.NC 82%

Prediction of Gender from Longitudinal MRI data via Deep Learning on Adolescent Data Reveals Unique Patterns Associated with Brain Structure and Change over a Two-year Period

Yuda Bi, Anees Abrol, Zening Fu, Jiayu Chen, Jingyu Liu, Vince Calhoun

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

Comments I submitted the wrong paper

2302.12835 2023-02-28 eess.IV cs.CV cs.LG q-bio.QM 82%

Implicit neural representations for unsupervised super-resolution and denoising of 4D flow MRI

Simone Saitta, Marcello Carioni, Subhadip Mukherjee, Carola-Bibiane Schönlieb, Alberto Redaelli

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

2208.13774 2022-12-26 eess.IV cs.CV 82%

Boundary-Aware Network for Abdominal Multi-Organ Segmentation

Shishuai Hu, Zehui Liao, Yong Xia

专题命中医学影像：medical image(abstract)；MRI(abstract)；CT(abstract)；diagnosis(abstract)

Comments Technical report. Solution to Multi-Modality Abdominal Multi-Organ Segmentation Challenge 2022 (AMOS 2022). arXiv admin note: substantial text overlap with arXiv:2208.13338

2210.08083 2022-10-18 cs.CV cs.GR cs.LG 82%

Reference Based Color Transfer for Medical Volume Rendering

Sudarshan Devkota, Summanta Pattanaik

专题命中医学影像：medical image(abstract)；MRI(abstract)；CT(abstract)；diagnosis(abstract)

2209.07843 2022-09-19 eess.IV cs.CV 82%

3D Matting: A Soft Segmentation Method Applied in Computed Tomography

Lin Wang, Xiufen Ye, Donghao Zhang, Wanji He, Lie Ju, Xin Wang, Wei Feng, Kaimin Song, Xin Zhao, Zongyuan Ge

专题命中医学影像：medical image(abstract)；MRI(abstract)；CT(abstract)；diagnosis(abstract)

Comments 12 pages, 7 figures

2208.02555 2022-08-05 eess.IV cs.CV 82%

Multi-modal volumetric concept activation to explain detection and classification of metastatic prostate cancer on PSMA-PET/CT

Rosa C. J. Kraaijveld, Marielle E. P. Philippens, Wietse S. C. Eppinga, Ina M. Jürgenliemk-Schulz, Kenneth G. A. Gilhuijs, Petra S. Kroon, Bas H. M. van der Velden

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

Comments Accepted as: Kraaijveld, R.C.J., Philippens, M.E.P., Eppinga, W.S.C., Jürgenliemk-Schulz, I.M., Gilhuijs, K.G.A., Kroon, P.S., van der Velden, B.H.M. "Multi-modal volumetric concept activation to explain detection and classification of metastatic prostate cancer on PSMA-PET/CT." MICCAI workshop on Interpretability of Machine Intelligence in Medical Image Computing (iMIMIC), 2022

1. 医学影像 22694 篇

Considerations and Recommendations from the ISMRM Diffusion Study Group for preclinical diffusion MRI: Part 1 -- In vivo small-animal imaging

Lung tumor segmentation in MRI mice scans using 3D nnU-Net with minimum annotations

Neuroradiological features of traumatic encephalopathy syndrome using MRI and FDG-PET imaging: a case series in Australia

CTSpine1K: A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed Tomography

Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder

Generative models of MRI-derived neuroimaging features and associated dataset of 18,000 samples

Detailed delineation of the fetal brain in diffusion MRI via multi-task learning

Mask-Enhanced Segment Anything Model for Tumor Lesion Semantic Segmentation

Contextual Embedding Learning to Enhance 2D Networks for Volumetric Image Segmentation

SpatialVisVR: An Immersive, Multiplexed Medical Image Viewer With Contextual Similar-Patient Search

BMAD: Benchmarks for Medical Anomaly Detection

CoNeS: Conditional neural fields with shift modulation for multi-sequence MRI translation

Choice of training label matters: how to best use deep learning for quantitative MRI parameter estimation

Shape-aware Segmentation of the Placenta in BOLD Fetal MRI Time Series

A Recycling Training Strategy for Medical Image Segmentation with Diffusion Denoising Models

Generalized super-resolution 4D Flow MRI $\unicode{x2013}$ using ensemble learning to extend across the cardiovascular system

A Robust Deep Learning Method with Uncertainty Estimation for the Pathological Classification of Renal Cell Carcinoma based on CT Images

Domain-agnostic segmentation of thalamic nuclei from joint structural and diffusion MRI

The Rio Hortega University Hospital Glioblastoma dataset: a comprehensive collection of preoperative, early postoperative and recurrence MRI scans (RHUH-GBM)

DeepBrainPrint: A Novel Contrastive Framework for Brain MRI Re-Identification

Adaptive Diffusion Priors for Accelerated MRI Reconstruction

Invariant Scattering Transform for Medical Imaging

Robust Brain Age Estimation via Regression Models and MRI-derived Features

Few-Shot Classification of Autism Spectrum Disorder using Site-Agnostic Meta-Learning and Brain MRI

Prediction of Gender from Longitudinal MRI data via Deep Learning on Adolescent Data Reveals Unique Patterns Associated with Brain Structure and Change over a Two-year Period

Implicit neural representations for unsupervised super-resolution and denoising of 4D flow MRI

Boundary-Aware Network for Abdominal Multi-Organ Segmentation

Reference Based Color Transfer for Medical Volume Rendering

3D Matting: A Soft Segmentation Method Applied in Computed Tomography

Multi-modal volumetric concept activation to explain detection and classification of metastatic prostate cancer on PSMA-PET/CT