Davood Karimi - Publications, H-index & Citations

Davood Karimi

boston children’s hospital and harvard medical school

18H指数

91论文数

1.5K被引数

收录论文 19

发表时间

Unsupervised machine learning for free water-eliminated diffusion tensor imaging of the fetal brain 无监督机器学习方法用于胎儿脑部自由水消除扩散张量成像

IEEE Journal of Biomedical and Health Informatics

IF6.8

2026-09-24

PREAI

Weide Liu; Bo Li; Davood Karimi

Detailed Delineation of the Fetal Brain in Diffusion MRI via Multi-Task Learning 通过多任务学习对扩散MRI中胎儿大脑进行详细描绘

IEEE Transactions on Medical Imaging

IF9.8

2025-10-09

PREAI

Davood Karimi; Camilo Calixto; Haykel Snoussi; Bo Li; Maria Camila Cortes-Albornoz; Clemente Velasco-Annis; Caitlin Rollins; Lana Pierotich; Camilo Jaimes; Ali Gholipour; Simon K. Warfield

Deep Learning for fODF Estimation in Infant Brains: Model Comparison, Ground-Truth Impact, and Domain Shift Mitigation 婴儿大脑中fODF估计的深度学习方法：模型比较、真实数据影响及领域漂移缓解

HUMAN BRAIN MAPPING

IF3.3

2025-10-01

OAAI

Lin, Rizhong; Kebiri, Hamza; Gholipour, Ali; Chen, Yufei; Thiran, Jean-Philippe; Karimi, Davood; Cuadra, Meritxell Bach

Equivariant spherical CNNs for accurate fiber orientation distribution estimation in neonatal diffusion MRI with reduced acquisition time 等变球面卷积神经网络在新生儿扩散MRI中用于准确估计纤维取向分布，同时减少采集时间

Frontiers in Neuroscience

IF3.2

2025-08-05

OAAI

Haykel Snoussi; Davood Karimi

Regional Changes in the Fetal Telencephalic Wall Diffusion Metrics Across Late Second and Third Trimesters

HUMAN BRAIN MAPPING

IF3.3

2025-02-14

OAAI

Calixto, Camilo; Cortes-Albornoz, Maria C.; Velasco-Annis, Clemente; Karimi, Davood; Afacan, Onur; Warfield, Simon K.; Gholipour, Ali; Jaimes, Camilo

White Matter Tract Crossing and Bottleneck Regions in the Fetal Brain 胎儿大脑中的白质束穿越和瓶颈区域

HUMAN BRAIN MAPPING

IF3.3

2025-01-15

OAAI

Calixto, Camilo; Soldatelli, Matheus D.; Li, Bo; Vasung, Lana; Jaimes, Camilo; Gholipour, Ali; Warfield, Simon K.; Karimi, Davood

Prostate Cancer Risk Stratification by Digital Histopathology and Deep Learning

JCO CLINICAL CANCER INFORMATICS

IF2.8

2024-06-01

OAAI

Shao, Yanan; Bazargani, Roozbeh; Karimi, Davood; Wang, Jane; Fazli, Ladan; Goldenberg, S. Larry; Gleave, Martin E.; Black, Peter C.; Bashashati, Ali; Salcudean, Septimiu

Population Atlas Analysis of Emerging Brain Structural Connections in the Human Fetus

JOURNAL OF MAGNETIC RESONANCE IMAGING

IF3.5

2023-10-16

PREAI

Calixto, Camilo; Machado-Rivas, Fedel; Karimi, Davood; Velasco-Annis, Clemente; Cortes-Albornoz, Maria Camila; Afacan, Onur; Warfield, Simon K.; Gholipour, Ali; Jaimes, Camilo

Detailed anatomic segmentations of a fetal brain diffusion tensor imaging atlas between 23 and 30 weeks of gestation 妊娠23至30周之间胎儿脑扩散张量成像图谱的详细解剖分割

HUMAN BRAIN MAPPING

IF3.3

2022-11-24

OAAI

Calixto, Camilo; Machado-Rivas, Fedel; Karimi, Davood; Cortes-Albornoz, Maria C.; Acosta-Buitrago, Lina M.; Gallo-Bernal, Sebastian; Afacan, Onur; Warfield, Simon K.; Gholipour, Ali; Jaimes, Camilo

Diffusion tensor estimation with transformer neural networks

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2022-08-01

OAAI

Karimi, Davood; Gholipour, Ali

Investigation of photoacoustic tomography reconstruction with a limited view from linear array

JOURNAL OF BIOMEDICAL OPTICS

IF2.9

2021-09-28

OAAI

Ai, Min; Cheng, Jiayi; Karimi, Davood; Salcudean, Septimiu E.; Rohling, Robert; Abolmaesumi, Purang; Tang, Shuo

A machine learning-based method for estimating the number and orientations of major fascicles in diffusion-weighted magnetic resonance imaging

MEDICAL IMAGE ANALYSIS

IF11.8

2021-08-01

OAAI

Karimi, Davood; Vasung, Lana; Jaimes, Camilo; Machado-Rivas, Fedel; Khan, Shadab; Warfield, Simon K.; Gholipour, Ali

Transfer learning in medical image segmentation: New insights from analysis of the dynamics of model parameters and learned representations 医学图像分割中的迁移学习: 来自模型参数和学习表示的动力学分析的新见解

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2021-06-01

OAAI

Karimi, Davood; Warfield, Simon K.; Gholipour, Ali

Deep learning with noisy labels: Exploring techniques and remedies in medical image analysis 带有噪声标签的深度学习: 探索医学图像分析中的技术和补救措施

MEDICAL IMAGE ANALYSIS

IF11.8

2020-10-01

352

OAAI

Karimi, Davood; Dou, Haoran; Warfield, Simon K.; Gholipour, Ali

Deep Learning-Based Gleason Grading of Prostate Cancer From Histopathology Images-Role of Multiscale Decision Aggregation and Data Augmentation 基于深度学习的组织病理学图像前列腺癌Gleason分级-多尺度决策聚合和数据增强的作用

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2020-05-01

PREAI

Karimi, Davood; Nir, Guy; Fazli, Ladan; Black, Peter C.; Goldenberg, Larry; Salcudean, Septimiu E.

Reducing the Hausdorff Distance in Medical Image Segmentation With Convolutional Neural Networks 利用卷积神经网络降低医学图像分割中的Hausdorff距离

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2020-02-01

297

OAAI

Karimi, Davood; Salcudean, Septimiu E.

Accurate and robust deep learning-based segmentation of the prostate clinical target volume in ultrasound images

MEDICAL IMAGE ANALYSIS

IF11.8

2019-10-01

PREAI

Karimi, Davood; Zeng, Qi; Mathur, Prateek; Avinash, Apeksha; Mandavi, Sara; Spadinger, Ingrid; Abolmaesumi, Purang; Salcudean, Septimiu E.

Automatic grading of prostate cancer in digitized histopathology images: Learning from multiple experts 数字化组织病理学图像中前列腺癌的自动分级: 向多位专家学习

MEDICAL IMAGE ANALYSIS

IF11.8

2018-12-01

122

PREAI

Nir, Guy; Hor, Soheil; Karimi, Davood; Fazli, Ladan; Skinnider, Brian F.; Tavassoli, Peyman; Turbin, Dmitry; Villamil, Carlos F.; Wang, Gang; Wilson, R. Storey; Iczkowski, Kenneth A.; Lucia, M. Scott; Black, Peter C.; Abolmaesumi, Purang; Goldenberg, S. Larry; Salcudean, Septimiu E.

Sinogram denoising via simultaneous sparse representation in learned dictionaries

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2016-04-07

PREAI

Karimi, Davood; Ward, Rabab K.

研究方向