Aaron Carass - Publications, H-index & Citations

Aaron Carass

Johns Hopkins University

47H指数

302论文数

7.8K被引数

收录论文 39

发表时间

MSRepaint: Multiple Sclerosis Repaint with conditional denoising diffusion implicit model for bidirectional lesion filling and synthesis MSRepaint：基于条件去噪扩散隐式模型的多发性硬化症双向病灶填充与合成

Medical Image Analysis

IF11.8

2026-09-30

PREAI

Jinwei Zhang; Lianrui Zuo; Yihao Liu; Hang Zhang; Samuel W. Remedios; Bennett A. Landman; Peter A. Calabresi; Shiv Saidha; Scott D. Newsome; Dzung L. Pham; Jerry L. Prince; Ellen M. Mowry; Aaron Carass

DSHARP: Deep Incompressible Motion Estimation With Sinusoidal-Transformed Harmonic Phase for Tagged MRI DSHARP：用于标记MRI的深度不可压缩运动估计与正弦变换谐波相位

IEEE Transactions on Medical Imaging

IF9.8

2026-07-01

PREAI

Bian, Zhangxing; Wei, Shuwen; Chen, Junyu; Liu, Yihao; Xing, Fangxu; Woo, Jonghye; Zhuo, Jiachen; Carass, Aaron; Prince, Jerry L.

UNISELF: A Unified Network with Instance Normalization and Self-Ensembled Lesion Fusion for Multiple Sclerosis Lesion Segmentation

Medical Image Analysis

IF11.8

2026-01-20

OAAI

Jinwei Zhang; Lianrui Zuo; Blake E. Dewey; Samuel W. Remedios; Yihao Liu; Savannah P. Hays; Dzung L. Pham; Ellen M. Mowry; Scott D. Newsome; Peter A. Calabresi; Shiv Saidha; Aaron Carass; Jerry L. Prince

Synthetic multi-inversion time magnetic resonance images for visualization of subcortical structures 合成多反转时间磁共振图像以可视化皮层下结构

Journal of Medical Imaging

IF1.7

2026-01-01

PREAI

Hays, Savannah P.; Zuo, Lianrui; Feng, Anqi; Liu, Yihao; Dewey, Blake E.; Zhuo, Jiachen; Mowry, Ellen M.; Newsome, Scott D.; Prince, Jerry L.; Carass, Aaron

Exploring the Feasibility of Zero-Shot Super-Resolution in Preclinical Imaging 探索零样本超分辨率在临床前成像中的可行性

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT II

IF0

2026-01-01

PREAI

Gharib, Omar A. M.; Remedios, Samuel W.; Dewey, Blake E.; Prince, Jerry L.; Carass, Aaron

Cycle-Consistent Zero-Shot Through-Plane Super-Resolution for Anisotropic Head MRI 循环一致性零样本跨平面超分辨率重建用于各向异性头部MRI

INFORMATION PROCESSING IN MEDICAL IMAGING, IPMI 2025, PT I

IF0

2026-01-01

PREAI

Remedios, Samuel W.; Wei, Shuwen; Carass, Aaron; Dewey, Blake E.; Prince, Jerry L.

Unsupervised OCT Image Interpolation Using Deformable Registration and generative models 基于可变形配准和生成模型的非监督OCT图像插值

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT IV

IF0

2026-01-01

PREAI

Wei, Shuwen; Remedios, Samuel W.; Bian, Zhangxing; Wang, Shimeng; Chen, Junyu; Liu, Yihao; Jedynak, Bruno; Liu, Tin Y. A.; Saidha, Shiv; Calabresi, Peter A.; Prince, Jerry L.; Carass, Aaron

Retinal ganglion cell loss is associated with multimodal visual dysfunction following demyelinating optic neuritis 视网膜神经节细胞丢失与脱髓鞘视神经炎后的多模式视觉功能障碍相关

Multiple Sclerosis Journal – Experimental, Translational and Clinical

IF0

2025-11-25

OAAI

Mustafa Subhi; Sargis Manukyan; Gabriela Zabala; Laura Locke; Brooke Guerrero; Marwa Kaisey; Afshin James Khodabakhsh; Aaron Carass; Jerry L. Prince; Shiv Saidha; Peter A. Calabresi; Nancy L. Sicotte; Pascal Sati; Omar Al-Louzi

Unsupervised learning of spatially varying regularization for diffeomorphic image registration 无监督学习空间可变正则化用于微分同胚图像配准

Medical Image Analysis

IF11.8

2025-11-24

PREAI

Junyu Chen; Shuwen Wei; Yihao Liu; Zhangxing Bian; Yufan He; Aaron Carass; Harrison Bai; Yong Du

The TRaditional versus Early Aggressive Therapy for Multiple Sclerosis (TREAT-MS) trial: design and baseline characteristics of participants 多发性硬化传统疗法与早期积极疗法对比试验（TREAT-MS）研究：设计及参与者基线特征

CONTEMPORARY CLINICAL TRIALS

IF1.9

2025-11-01

PREAI

Mowry, Ellen M.; Qian, Peiqing; Meador, William; Lynch, Sharon; Narayan, Ram; Borazanci, Aimee; Robertson, Derrick; Qureshi, Sara; Graves, Jennifer; Silversteen, Jason; Esch, Megan; Tornes, Leticia; Riley, Claire; Kaisey, Marwa; Sicotte, Nancy; Pawate, Siddharama; Gyang, Tirisham; Rempe, Torge; Obeidat, Ahmed Z.; Ganesh, Geeta; Ryerson, Lana Zhovtis; Smith, Tyler; Rose, John; Carass, Aaron; Chalayon, Ornusa; Kruse-Hoyer, Mason; Salami, Monilola; Liu, Amy; Dewey, Blake; Chen, Jacob M.; Ogburn, Elizabeth; Koch, Carolyn; Prince, Jerry; Cassard, Sandra D.; Newsome, Scott D.

Average Biomechanical Responses of the Human Brain Grouped by Age and Sex 按年龄和性别分组的平均生物力学响应

ANNALS OF BIOMEDICAL ENGINEERING

IF5.4

2025-04-09

OAAI

Alshareef, Ahmed; Carass, Aaron; Lu, Yuan-Chiao; Mojumder, Joy; Diano, Alexa M.; Bailey, Olivia M.; Okamoto, Ruth J.; Pham, Dzung L.; Prince, Jerry L.; Bayly, Philip V.; Johnson, Curtis L.

A survey on deep learning in medical image registration: New technologies, uncertainty, evaluation metrics, and beyond 医学图像配准中的深度学习综述: 新技术，不确定性，评估指标等

MEDICAL IMAGE ANALYSIS

IF11.8

2025-02-01

OAAI

Chen, Junyu; Liu, Yihao; Wei, Shuwen; Bian, Zhangxing; Subramanian, Shalini; Carass, Aaron; Prince, Jerry L.; Du, Yong

On Finite Difference Jacobian Computation in Deformable Image Registration

INTERNATIONAL JOURNAL OF COMPUTER VISION

IF9.3

2024-04-18

OAAI

Liu, Yihao; Chen, Junyu; Wei, Shuwen; Carass, Aaron; Prince, Jerry

DeepWMH: A deep learning tool for accurate white matter hyperintensity segmentation without requiring manual annotations for training

SCIENCE BULLETIN

IF21.1

2024-04-01

PREAI

Liu, Chenghao; Zhuo, Zhizheng; Qu, Liying; Jin, Ying; Hua, Tiantian; Xu, Jun; Tan, Guirong; Li, Yuna; Duan, Yunyun; Wang, Tingting; Zhang, Zaiqiang; Zhang, Yanling; Chen, Rui; Yu, Pinnan; Zhang, Peixin; Shi, Yulu; Zhang, Jianguo; Tian, Decai; Li, Runzhi; Zhang, Xinghu; Shi, Fudong; Wang, Yanli; Jiang, Jiwei; Carass, Aaron; Liu, Yaou; Ye, Chuyang

HACA3: A unified approach for multi-site MR image harmonization

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2023-10-01

OAAI

Zuo, Lianrui; Liu, Yihao; Xue, Yuan; Dewey, Blake E.; Remedios, Samuel W.; Hays, Savannah P.; Bilgel, Murat; Mowry, Ellen M.; Newsome, Scott D.; Calabresi, Peter A.; Resnick, Susan M.; Prince, Jerry L.; Carass, Aaron

Disentangled Representation Learning for OCTA Vessel Segmentation With Limited Training Data 有限训练数据下的八元血管分割的解纠缠表示学习

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2022-12-01

OAAI

Liu, Yihao; Carass, Aaron; Zuo, Lianrui; He, Yufan; Han, Shuo; Gregori, Lorenzo; Murray, Sean; Mishra, Rohit; Lei, Jianqin; Calabresi, Peter A.; Saidha, Shiv; Prince, Jerry L.

Development and validation of subject-specific 3D human head models based on a nonlinear visco-hyperelastic constitutive framework

JOURNAL OF THE ROYAL SOCIETY INTERFACE

IF3.5

2022-10-12

OAAI

Upadhyay, Kshitiz; Alshareef, Ahmed; Knutsen, Andrew K.; Johnson, Curtis L.; Carass, Aaron; Bayly, Philip V.; Pham, Dzung L.; Prince, Jerry L.; Ramesh, K. T.

Data-driven uncertainty quantification in computational human head models

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2022-08-01

OAAI

Upadhyay, Kshitiz; Giovanis, Dimitris G.; Alshareef, Ahmed; Knutsen, Andrew K.; Johnson, Curtis L.; Carass, Aaron; Bayly, Philip, V; Shields, Michael D.; Ramesh, K. T.

Autoencoder based self-supervised test-time adaptation for medical image analysis 基于自编码器的自监督测试时间自适应医学图像分析

MEDICAL IMAGE ANALYSIS

IF11.8

2021-08-01

OAAI

He, Yufan; Carass, Aaron; Zuo, Lianrui; Dewey, Blake E.; Prince, Jerry L.

MR Imaging of Human Brain Mechanics In Vivo: New Measurements to Facilitate the Development of Computational Models of Brain Injury

ANNALS OF BIOMEDICAL ENGINEERING

IF5.4

2021-07-01

OAAI

Bayly, Philip, V; Alshareef, Ahmed; Knutsen, Andrew K.; Upadhyay, Kshitiz; Okamoto, Ruth J.; Carass, Aaron; Butman, John A.; Pham, Dzung L.; Prince, Jerry L.; Ramesh, K. T.; Johnson, Curtis L.

研究方向