Marc Niethammer

Marc Niethammer

University of North Carolina at Chapel Hill

H-index: 51

North America-United States

About Marc Niethammer

Marc Niethammer, With an exceptional h-index of 51 and a recent h-index of 35 (since 2020), a distinguished researcher at University of North Carolina at Chapel Hill, specializes in the field of medical image analysis, machine learning, image registration.

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

uniGradICON: A Foundation Model for Medical Image Registration

Multimodal Image Registration Guided by Few Segmentations from One Modality

Joint depth prediction and semantic segmentation with multi-view sam

Rethinking Interactive Image Segmentation with Low Latency, High Quality, and Diverse Prompts

Leveraging Near-Field Lighting for Monocular Depth Estimation from Endoscopy Videos

A Unified Model for Longitudinal Multi-Modal Multi-View Prediction with Missingness

MRIS: A Multi-modal Retrieval Approach for Image Synthesis on Diverse Modalities

: A 3D Neural Additive Model for Interpretable Shape Representation

Marc Niethammer Information

University

Position

Professor of Computer Science

Citations(all)

10215

Citations(since 2020)

5770

Cited By

6417

hIndex(all)

51

hIndex(since 2020)

35

i10Index(all)

148

i10Index(since 2020)

94

Email

University Profile Page

University of North Carolina at Chapel Hill

Google Scholar

View Google Scholar Profile

Marc Niethammer Skills & Research Interests

medical image analysis

machine learning

image registration

Top articles of Marc Niethammer

Title

Journal

Author(s)

Publication Date

uniGradICON: A Foundation Model for Medical Image Registration

arXiv preprint arXiv:2403.05780

Lin Tian

Hastings Greer

Roland Kwitt

Francois-Xavier Vialard

Raul San Jose Estepar

...

2024/3/9

Multimodal Image Registration Guided by Few Segmentations from One Modality

Basar Demir

Marc Niethammer

2024/2/13

Joint depth prediction and semantic segmentation with multi-view sam

Mykhailo Shvets

Dongxu Zhao

Marc Niethammer

Roni Sengupta

Alexander Berg

2023/10/31

Rethinking Interactive Image Segmentation with Low Latency, High Quality, and Diverse Prompts

arXiv preprint arXiv:2404.00741

Qin Liu

Jaemin Cho

Mohit Bansal

Marc Niethammer

2024/3/31

Leveraging Near-Field Lighting for Monocular Depth Estimation from Endoscopy Videos

arXiv preprint arXiv:2403.17915

Akshay Paruchuri

Samuel Ehrenstein

Shuxian Wang

Inbar Fried

Stephen M Pizer

...

2024/3/26

A Unified Model for Longitudinal Multi-Modal Multi-View Prediction with Missingness

arXiv preprint arXiv:2403.12211

Boqi Chen

Junier Oliva

Marc Niethammer

2024/3/18

MRIS: A Multi-modal Retrieval Approach for Image Synthesis on Diverse Modalities

Boqi Chen

Marc Niethammer

2023/10/1

: A 3D Neural Additive Model for Interpretable Shape Representation

Yining Jiao

Carlton Jude ZDANSKI

Julia S Kimbell

Andrew Prince

Cameron P Worden

...

2023/10/13

GradICON: Approximate diffeomorphisms via gradient inverse consistency

Lin Tian

Hastings Greer

François-Xavier Vialard

Roland Kwitt

Raúl San José Estépar

...

2023

NAISR: A 3D Neural Additive Model for Interpretable Shape Representation

Yining Jiao

Carlton Zdanski

Julia Kimbell

Andrew Prince

Cameron Worden

...

2023/3/16

: Neural Deformation Fields for Approximately Diffeomorphic Medical Image Registration

arXiv preprint arXiv:2309.07322

Lin Tian

Soumyadip Sengupta

Hastings Greer

Raúl San José Estépar

Marc Niethammer

2023/9/13

Self-supervised Landmark Learning with Deformation Reconstruction and Cross-Subject Consistency Objectives

Chun-Hung Chao

Marc Niethammer

2023/10/8

Exploring Cycle Consistency Learning in Interactive Volume Segmentation

arXiv preprint arXiv:2303.06493

Qin Liu

Meng Zheng

Benjamin Planche

Zhongpai Gao

Terrence Chen

...

2023/3/11

Charting Aging Trajectories of Knee Cartilage Thickness for Early Osteoarthritis Risk Prediction: An MRI Study from the Osteoarthritis Initiative Cohort

Medrxiv. DOI: 10.1101/2023.09.12.23295398v1

Tengfei Li

Tianyou Luo

Boqi Chen

Chao Huang

Zhengyang Shen

...

2023/9/13

Check for updates Self-supervised Landmark Learning with Deformation Reconstruction and Cross-Subject Consistency Objectives

Predictive Intelligence in Medicine: 6th International Workshop, PRIME 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings

Chun-Hung Chao

Marc Niethammer

2023/10/7

Patterns of variation among baseline femoral and tibial cartilage thickness and clinical features: Data from the osteoarthritis initiative

Osteoarthritis and Cartilage Open

Thomas H Keefe

Mary Catherine Minnig

Liubov Arbeeva

Marc Niethammer

Zhenlin Xu

...

2023/3/1

Continuously parameterized mixture models

Christopher M Bender

Yifeng Shi

Marc Niethammer

Junier Oliva

2023/7/3

Unsupervised discovery of 3d hierarchical structure with generative diffusion features

Nurislam Tursynbek

Marc Niethammer

2023/10/1

SAME++: A Self-supervised Anatomical eMbeddings Enhanced medical image registration framework using stable sampling and regularized transformation

arXiv preprint arXiv:2311.14986

Lin Tian

Zi Li

Fengze Liu

Xiaoyu Bai

Jia Ge

...

2023/11/25

Optimal transport features for morphometric population analysis

Medical image analysis

Samuel Gerber

Marc Niethammer

Ebrahim Ebrahim

Joseph Piven

Stephen R Dager

...

2023/2/1

See List of Professors in Marc Niethammer University(University of North Carolina at Chapel Hill)

Co-Authors

H-index: 129
Martha E. Shenton

Martha E. Shenton

Harvard University

H-index: 93
Martin Styner

Martin Styner

University of North Carolina at Chapel Hill

H-index: 88
J. S. Marron

J. S. Marron

University of North Carolina at Chapel Hill

H-index: 86
Allen Tannenbaum

Allen Tannenbaum

Stony Brook University

H-index: 86
Carl-Fredrik Westin

Carl-Fredrik Westin

Harvard University

H-index: 55
Laurence J Jacobs

Laurence J Jacobs

Georgia Institute of Technology

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