JIA GUO

JIA GUO

Columbia University in the City of New York

H-index: 14

North America-United States

About JIA GUO

JIA GUO, With an exceptional h-index of 14 and a recent h-index of 14 (since 2020), a distinguished researcher at Columbia University in the City of New York, specializes in the field of MRI, MRS, Medical Image Processing, Deep Learning.

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

Relationships of Hematocrit With Chronic Covert and Acute Symptomatic Lacunar Ischemic Lesions

Magnetic Resonance Spectroscopy Spectral Registration Using Deep Learning

Detecting schizophrenia with 3d structural brain mri using deep learning

Relationships of hemoglobin concentration, ischemic lesions, and clinical outcomes in patients with intracerebral hemorrhage

A brain atlas for the camouflaging dwarf cuttlefish, Sepia bandensis

Why hippocampal glutamate levels are elevated in schizophrenia

Deep Learning-based MRI Reconstruction with Artificial Fourier Transform (AFT)-Net

Engineered bacterial swarm patterns as spatial records of environmental inputs

JIA GUO Information

University

Position

Ph.D. Biomedical Engineering

Citations(all)

625

Citations(since 2020)

579

Cited By

146

hIndex(all)

14

hIndex(since 2020)

14

i10Index(all)

17

i10Index(since 2020)

16

Email

University Profile Page

Columbia University in the City of New York

Google Scholar

View Google Scholar Profile

JIA GUO Skills & Research Interests

MRI

MRS

Medical Image Processing

Deep Learning

Top articles of JIA GUO

Title

Journal

Author(s)

Publication Date

Relationships of Hematocrit With Chronic Covert and Acute Symptomatic Lacunar Ischemic Lesions

Neurology

David J Roh

Ricardo Murguia-Fuentes

Kursat Gurel

Farid Khasiyev

Salwa Rahman

...

2024/1/23

Magnetic Resonance Spectroscopy Spectral Registration Using Deep Learning

Journal of Magnetic Resonance Imaging

David J Ma

Yanting Yang

Natalia Harguindeguy

Ye Tian

Scott A Small

...

2024/3

Detecting schizophrenia with 3d structural brain mri using deep learning

Scientific Reports

Junhao Zhang

Vishwanatha M Rao

Ye Tian

Yanting Yang

Nicolas Acosta

...

2023/9/2

Relationships of hemoglobin concentration, ischemic lesions, and clinical outcomes in patients with intracerebral hemorrhage

Stroke

David J Roh

Amelia Boehme

Rayan Mamoon

Destiny Hooper

Azzurra Cottarelli

...

2023/4

A brain atlas for the camouflaging dwarf cuttlefish, Sepia bandensis

Current Biology

Tessa G Montague

Isabelle J Rieth

Sabrina Gjerswold-Selleck

Daniella Garcia-Rosales

Sukanya Aneja

...

2023/7/10

Why hippocampal glutamate levels are elevated in schizophrenia

JAMA psychiatry

Jia Guo

Douglas L Rothman

Scott A Small

2023/3/1

Deep Learning-based MRI Reconstruction with Artificial Fourier Transform (AFT)-Net

arXiv preprint arXiv:2312.10892

Yanting Yang

Jeffery Siyuan Tian

Matthieu Dagommer

Jia Guo

2023/12/18

Engineered bacterial swarm patterns as spatial records of environmental inputs

Nature Chemical Biology

Anjali Doshi

Marian Shaw

Ruxandra Tonea

Soonhee Moon

Rosalía Minyety

...

2023/7

Ehancing CT Image synthesis from multi-modal MRI data based on a multi-task neural network framework

arXiv preprint arXiv:2312.08343

Zhuoyao Xin

Christopher Wu

Dong Liu

Chunming Gu

Jia Guo

...

2023/12/13

Abstract WP188: Relationships Of Hematocrit With Asymptomatic And Symptomatic Lacunar Ischemic Lesions

Stroke

David Roh

Ricardo Murguia Fuentes

Kursat Gurel

Farid Khasiyev

Salwa Rahman

...

2023/2

TABSurfer: a Hybrid Deep Learning Architecture for Subcortical Segmentation

arXiv preprint arXiv:2312.08267

Aaron Cao

Vishwanatha M Rao

Kejia Liu

Xinru Liu

Andrew F Laine

...

2023/12/13

Sadm: Sequence-aware diffusion model for longitudinal medical image generation

Jee Seok Yoon

Chenghao Zhang

Heung-Il Suk

Jia Guo

Xiaoxiao Li

2023/6/8

Abstract WP125: Relationships Of Hemoglobin With Ischemic Lesions After Intracerebral Hemorrhage

Stroke

David Roh

Ameila Boehme

Rayan Mamoon

Destiny Hooper

Azzurra Cottarelli

...

2023/2

Quantitative perfusion maps using a novelty spatiotemporal convolutional neural network

arXiv preprint arXiv:2312.05279

Anbo Cao

Pin-Yu Le

Zhonghui Qie

Haseeb Hassan

Yingwei Guo

...

2023/12/8

Deep Learning Enables Reduced Gadolinium Dose for Contrast-Enhanced Blood-Brain Barrier Opening

ArXiv

Pin-Yu Lee

Hong-Jian Wei

Antonios N Pouliopoulos

Britney T Forsyth

Yanting Yang

...

2023/1/18

Check for updates SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation

Information Processing in Medical Imaging: 28th International Conference, IPMI 2023, San Carlos de Bariloche, Argentina, June 18–23, 2023, Proceedings

Jee Seok Yoon¹

Chenghao Zhang

Heung-Il Suk¹

Jia Guo

Xiaoxiao Li

2023/6/7

Improving across-dataset brain tissue segmentation for MRI imaging using transformer

Frontiers in Neuroimaging

Vishwanatha M Rao

Zihan Wan

Soroush Arabshahi

David J Ma

Pin-Yu Lee

...

2022/11/21

A deep learning pipeline for segmentation of Proteus mirabilis colony patterns

Anjali Doshi

Marian Shaw

Ruxandra Tonea

Rosalía Minyety

Soonhee Moon

...

2022/3/28

Deep learning of MRI contrast enhancement for mapping cerebral blood volume from single-modal non-contrast scans of aging and Alzheimer's disease brains

Frontiers in Aging Neuroscience

Chen Liu

Nanyan Zhu

Haoran Sun

Junhao Zhang

Xinyang Feng

...

2022/8/11

The Combination of Whole-Brain Features and Local-Lesion Features in DSC-PWI May Improve Ischemic Stroke Outcome Prediction

Life

Yingwei Guo

Yingjian Yang

Mingming Wang

Yu Luo

Jia Guo

...

2022/11/11

See List of Professors in JIA GUO University(Columbia University in the City of New York)

Co-Authors

H-index: 189
Jeffrey Lieberman

Jeffrey Lieberman

Columbia University in the City of New York

H-index: 120
Douglas L Rothman, PhD

Douglas L Rothman, PhD

Yale University

H-index: 72
Scott A. Small

Scott A. Small

Columbia University in the City of New York

H-index: 46
Andrew F. Laine

Andrew F. Laine

Columbia University in the City of New York

H-index: 26
Frank Provenzano

Frank Provenzano

Columbia University in the City of New York

H-index: 16
Hong-Jian Wei

Hong-Jian Wei

Columbia University in the City of New York

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