Daniel Moyer

Daniel Moyer

Massachusetts Institute of Technology

H-index: 17

North America-United States

About Daniel Moyer

Daniel Moyer, With an exceptional h-index of 17 and a recent h-index of 16 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Medical Imaging, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Learning-based free-water correction using single-shell diffusion MRI

SpecReFlow: an algorithm for specular reflection restoration using flow-guided video completion

Tractography with T1-weighted MRI and associated anatomical constraints on clinical quality diffusion MRI

Empirical assessment of the assumptions of ComBat with diffusion tensor imaging

Nonlinear gradient field estimation in diffusion MRI tensor simulation

Evaluation of mean shift, ComBat, and CycleGAN for harmonizing brain connectivity matrices across sites

Zero-shot Prompt-based Video Encoder for Surgical Gesture Recognition

Predicting age from white matter diffusivity with residual learning

Daniel Moyer Information

University

Position

MIT CSAIL

Citations(all)

882

Citations(since 2020)

807

Cited By

270

hIndex(all)

17

hIndex(since 2020)

16

i10Index(all)

20

i10Index(since 2020)

18

Email

University Profile Page

Massachusetts Institute of Technology

Google Scholar

View Google Scholar Profile

Daniel Moyer Skills & Research Interests

Medical Imaging

Machine Learning

Top articles of Daniel Moyer

Title

Journal

Author(s)

Publication Date

Learning-based free-water correction using single-shell diffusion MRI

Tianyuan Yao

Derek B Archer

Praitayini Kanakaraj

Nancy Newlin

Shunxing Bao

...

2024/4/2

SpecReFlow: an algorithm for specular reflection restoration using flow-guided video completion

Journal of Medical Imaging

Haoli Yin

Rachel Eimen

Daniel Moyer

Audrey K Bowden

2024/3/1

Tractography with T1-weighted MRI and associated anatomical constraints on clinical quality diffusion MRI

Tian Yu

Yunhe Li

Michael E Kim

Chenyu Gao

Qi Yang

...

2024/4/2

Empirical assessment of the assumptions of ComBat with diffusion tensor imaging

Journal of Medical Imaging

Michael E Kim

Chenyu Gao

Leon Y Cai

Qi Yang

Nancy R Newlin

...

2024/3/1

Nonlinear gradient field estimation in diffusion MRI tensor simulation

Praitayini Kanakaraj

Tianyuan Yao

Nancy R Newlin

Leon Y Cai

Kurt G Schilling

...

2024/4/1

Evaluation of mean shift, ComBat, and CycleGAN for harmonizing brain connectivity matrices across sites

Hanliang Xu

Nancy R Newlin

Michael E Kim

Chenyu Gao

Praitayini Kanakaraj

...

2024/4/2

Zero-shot Prompt-based Video Encoder for Surgical Gesture Recognition

arXiv preprint arXiv:2403.19786

Mingxing Rao

Yinhong Qin

Soheil Kolouri

Jie Ying Wu

Daniel Moyer

2024/3/28

Predicting age from white matter diffusivity with residual learning

Chenyu Gao

Michael E Kim

Ho Hin Lee

Qi Yang

Nazirah Mohd Khairi

...

2024/4/2

MidRISH: Unbiased harmonization of rotationally invariant harmonics of the diffusion signal

Magnetic Resonance Imaging

Nancy R Newlin

Michael E Kim

Praitayini Kanakaraj

Tianyuan Yao

Timothy Hohman

...

2024/3/26

Characterizing low-cost registration for photographic images to computed tomography

Michael E Kim

Ho Hin Lee

Karthik Ramadass

Chenyu Gao

Katherine Van Schaik

...

2024/4/2

Does SAM dream of EIG? Characterizing Interactive Segmenter Performance using Expected Information Gain

arXiv preprint arXiv:2404.16155

Kuan-I Chung

Daniel Moyer

2024/4/24

DeepN4: Learning N4ITK Bias Field Correction for T1-weighted Images

Neuroinformatics

Praitayini Kanakaraj

Tianyuan Yao

Leon Y Cai

Ho Hin Lee

Nancy R Newlin

...

2024/3/25

Learning site-invariant features of connectomes to harmonize complex network measures

Nancy R Newlin

Praitayini Kanakaraj

Thomas Li

Kimberly Pechman

Derek Archer

...

2024/4/2

Convolutional-recurrent neural networks approximate diffusion tractography from T1-weighted MRI and associated anatomical context

Medical Imaging with Deep Learning, 2023

Leon Y Cai

Ho Hin Lee

Nancy R Newlin

Cailey I Kerley

Praitayini Kanakaraj

...

2023/3/8

Label Augmentation Method for Medical Landmark Detection in Hip Radiograph Images

arXiv preprint arXiv:2309.16066

Yehyun Suh

Peter Chan

J Ryan Martin

Daniel Moyer

2023/9/27

SpecFlow: an end-to-end framework for specular reflection restoration in endoscopy videos using flow-guided video completion

Haoli Yin

Rachel L Eimen

Daniel Moyer

Audrey K Bowden

2023/3/6

Characterizing patterns of DTI variance in aging brains

medRxiv

Chenyu Gao

Qi Yang

Michael E Kim

Nazirah Mohd Khairi

Leon Y Cai

...

2023/8/24

SE (3)-Equivariant and Noise-Invariant 3D Motion Tracking in Medical Images

arXiv preprint arXiv:2312.13534

Benjamin Billot

Daniel Moyer

Neel Dey

Malte Hoffmann

Esra Abaci Turk

...

2023/12/21

Nesvor: Implicit neural representation for slice-to-volume reconstruction in mri

IEEE Transactions on Medical Imaging

Junshen Xu

Daniel Moyer

Borjan Gagoski

Juan Eugenio Iglesias

P Ellen Grant

...

2023/1/11

Equivariant and Denoising CNNs to Decouple Intensity and Spatial Features for Motion Tracking in Fetal Brain MRI

Benjamin Billot

Daniel Moyer

Neerav Karani

Malte Hoffmann

Esra Abaci Turk

...

2023/4/28

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