Yoseob Han

Yoseob Han

Harvard University

H-index: 15

North America-United States

About Yoseob Han

Yoseob Han, With an exceptional h-index of 15 and a recent h-index of 14 (since 2020), a distinguished researcher at Harvard University, specializes in the field of Deep Learning (DL), Compressed Sensing (CS), Parallel Computing, Computed Tomography (CT), Magnetic Resonance Image (MRI).

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

Hierarchical decomposed dual-domain deep learning for sparse-view CT reconstruction

Distance Sampling-based Paraphraser Leveraging ChatGPT for Text Data Manipulation

Multi-planar 2.5 D U-Net for image quality enhancement of dental cone-beam CT

End-to-end deep learning for interior tomography with low-dose x-ray CT

Method for processing sparse-view computed tomography image using neural network and apparatus therefor

Method for processing multi-directional X-ray computed tomography image using artificial neural network and apparatus therefor

Deep learning STEM-EDX tomography of nanocrystals

Cone-angle artifact removal using differentiated backprojection domain deep learning

Yoseob Han Information

University

Position

Mass General Hospital and Harvard Medical School

Citations(all)

3615

Citations(since 2020)

3289

Cited By

1637

hIndex(all)

15

hIndex(since 2020)

14

i10Index(all)

20

i10Index(since 2020)

18

Email

University Profile Page

Harvard University

Google Scholar

View Google Scholar Profile

Yoseob Han Skills & Research Interests

Deep Learning (DL)

Compressed Sensing (CS)

Parallel Computing

Computed Tomography (CT)

Magnetic Resonance Image (MRI)

Top articles of Yoseob Han

Title

Journal

Author(s)

Publication Date

Hierarchical decomposed dual-domain deep learning for sparse-view CT reconstruction

Physics in Medicine & Biology

Yoseob Han

2024/4/3

Distance Sampling-based Paraphraser Leveraging ChatGPT for Text Data Manipulation

arXiv preprint arXiv:2405.00367

Yoori Oh

Yoseob Han

Kyogu Lee

2024/5/1

Multi-planar 2.5 D U-Net for image quality enhancement of dental cone-beam CT

Plos one

Kanghyun Ryu

Chena Lee

Yoseob Han

Subeen Pang

Young Hyun Kim

...

2023/5/11

End-to-end deep learning for interior tomography with low-dose x-ray CT

Physics in Medicine & Biology

Yoseob Han

Dufan Wu

Kyungsang Kim

Quanzheng Li

2022/5/16

Method for processing sparse-view computed tomography image using neural network and apparatus therefor

2021/4/27

Method for processing multi-directional X-ray computed tomography image using artificial neural network and apparatus therefor

2021/4/13

Deep learning STEM-EDX tomography of nanocrystals

Nature Machine Intelligence

Yoseob Han

Jaeduck Jang

Eunju Cha

Junho Lee

Hyungjin Chung

...

2021/3

Cone-angle artifact removal using differentiated backprojection domain deep learning

Junyoung Kim

Yoseob Han

Jong Chul Ye

2020/4/3

Apparatus and method for reconstructing image using extended neural network

2020/12/1

Reconstruction of multicontrast MR images through deep learning

Medical physics

Won‐Joon Do

Sunghun Seo

Yoseob Han

Jong Chul Ye

Seung Hong Choi

...

2020/3

Improving the reliability of pharmacokinetic parameters at dynamic contrast-enhanced MRI in astrocytomas: a deep learning approach

Radiology

Kyu Sung Choi

Sung-Hye You

Yoseob Han

Jong Chul Ye

Bumseok Jeong

...

2020/10

AIM 2020 challenge on real image super-resolution: Methods and results

Pengxu Wei

Hannan Lu

Radu Timofte

Liang Lin

Wangmeng Zuo

...

2020

Differentiated backprojection domain deep learning for conebeam artifact removal

IEEE Transactions on Medical Imaging

Yoseob Han*

Junyoung Kim*

Jong Chul Ye

2020/6/5

Uncertainties in Density and Simulation Parameters for Radiographic Reconstructions Using Machine Learning

Marc Louis Klasky

Balasubramanya T Nadiga

Jennifer Lynn Schei Disterhaupt

Trevor Wilcox

Luke Douglas Hovey

...

2020/6/3

Hydrodynamic and Radiographic Toolbox (HART)

Marc Louis Klasky

Balasubramanya T Nadiga

Jennifer Lynn Schei Disterhaupt

Elena Guardincerri

James Lamond Carroll

...

2020/5/1

See List of Professors in Yoseob Han University(Harvard University)

Co-Authors

H-index: 113
Michael Unser

Michael Unser

École Polytechnique Fédérale de Lausanne

H-index: 71
Jong Chul Ye

Jong Chul Ye

KAIST

H-index: 45
hak hee kim

hak hee kim

University of Ulsan

H-index: 35
HJ Shin

HJ Shin

University of Ulsan

H-index: 27
KyungHyun Sung

KyungHyun Sung

University of California, Los Angeles

H-index: 25
Kyungsang Kim

Kyungsang Kim

Harvard University

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