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Aaron Carass

 johns hopkins university

47H-index
300Paper Count
7.8KCitation Count
Published Papers 37
Publication Date
UNISELF: A Unified Network with Instance Normalization and Self-Ensembled Lesion Fusion for Multiple Sclerosis Lesion Segmentation
err2026-01-20
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errOAAI
errJinwei 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
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Synthetic multi-inversion time magnetic resonance images for visualization of subcortical structures
err2026-01-01
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PREAI
errHays, Savannah P.; Zuo, Lianrui; Feng, Anqi; Liu, Yihao; Dewey, Blake E.; Zhuo, Jiachen; Mowry, Ellen M.; Newsome, Scott D.; Prince, Jerry L.; Carass, Aaron
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Exploring the Feasibility of Zero-Shot Super-Resolution in Preclinical Imaging
err2026-01-01
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PREAI
errGharib, Omar A. M.; Remedios, Samuel W.; Dewey, Blake E.; Prince, Jerry L.; Carass, Aaron
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Cycle-Consistent Zero-Shot Through-Plane Super-Resolution for Anisotropic Head MRI
err2026-01-01
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PREAI
errRemedios, Samuel W.; Wei, Shuwen; Carass, Aaron; Dewey, Blake E.; Prince, Jerry L.
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Unsupervised OCT Image Interpolation Using Deformable Registration and generative models
err2026-01-01
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PREAI
errWei, 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
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Retinal ganglion cell loss is associated with multimodal visual dysfunction following demyelinating optic neuritis
err2025-11-25
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errMustafa 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
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Unsupervised learning of spatially varying regularization for diffeomorphic image registration
err2025-11-24
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PREAI
errJunyu Chen; Shuwen Wei; Yihao Liu; Zhangxing Bian; Yufan He; Aaron Carass; Harrison Bai; Yong Du
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The TRaditional versus Early Aggressive Therapy for Multiple Sclerosis (TREAT-MS) trial: design and baseline characteristics of participants
err2025-11-01
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PREAI
errMowry, 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.
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Average Biomechanical Responses of the Human Brain Grouped by Age and Sex
err2025-04-09
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errAlshareef, 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.
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A survey on deep learning in medical image registration: New technologies, uncertainty, evaluation metrics, and beyond
err2025-02-01
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errChen, Junyu; Liu, Yihao; Wei, Shuwen; Bian, Zhangxing; Subramanian, Shalini; Carass, Aaron; Prince, Jerry L.; Du, Yong
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On Finite Difference Jacobian Computation in Deformable Image Registration
err2024-04-18
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errOAAI
errLiu, Yihao; Chen, Junyu; Wei, Shuwen; Carass, Aaron; Prince, Jerry
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DeepWMH: A deep learning tool for accurate white matter hyperintensity segmentation without requiring manual annotations for training
err2024-04-01
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PREAI
errLiu, 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
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HACA3: A unified approach for multi-site MR image harmonization
err2023-10-01
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errZuo, 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
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Disentangled Representation Learning for OCTA Vessel Segmentation With Limited Training Data
err2022-12-01
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errLiu, 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.
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Development and validation of subject-specific 3D human head models based on a nonlinear visco-hyperelastic constitutive framework
err2022-10-12
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errUpadhyay, Kshitiz; Alshareef, Ahmed; Knutsen, Andrew K.; Johnson, Curtis L.; Carass, Aaron; Bayly, Philip V.; Pham, Dzung L.; Prince, Jerry L.; Ramesh, K. T.
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Data-driven uncertainty quantification in computational human head models
err2022-08-01
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errUpadhyay, Kshitiz; Giovanis, Dimitris G.; Alshareef, Ahmed; Knutsen, Andrew K.; Johnson, Curtis L.; Carass, Aaron; Bayly, Philip, V; Shields, Michael D.; Ramesh, K. T.
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Autoencoder based self-supervised test-time adaptation for medical image analysis
err2021-08-01
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errOAAI
errHe, Yufan; Carass, Aaron; Zuo, Lianrui; Dewey, Blake E.; Prince, Jerry L.
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MR Imaging of Human Brain Mechanics In Vivo: New Measurements to Facilitate the Development of Computational Models of Brain Injury
err2021-07-01
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errBayly, 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.
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Structured layer surface segmentation for retina OCT using fully convolutional regression networks
err2021-02-01
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errOAAI
errHe, Yufan; Carass, Aaron; Liu, Yihao; Jedynak, Bruno M.; Solomon, Sharon D.; Saidha, Shiv; Calabresi, Peter A.; Prince, Jerry L.
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Unsupervised MR-to-CT Synthesis Using Structure-Constrained CycleGAN
err2020-12-01
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PREAI
errYang, Heran; Sun, Jian; Carass, Aaron; Zhao, Can; Lee, Junghoon; Prince, Jerry L.; Xu, Zongben
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