Pengfei Song, PhD

Pengfei Song, PhD

University of Illinois at Urbana-Champaign

H-index: 38

North America-United States

About Pengfei Song, PhD

Pengfei Song, PhD, With an exceptional h-index of 38 and a recent h-index of 32 (since 2020), a distinguished researcher at University of Illinois at Urbana-Champaign, specializes in the field of Ultrasound, super-resolution imaging, deep learning, ultrasound elastography, functional ultrasound.

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

ULTRA-SR Challenge: Assessment of Ultrasound Localization and TRacking Algorithms for Super-Resolution Imaging

High-resolution power doppler using null subtraction imaging

Three-dimensional shear wave elastography using acoustic radiation force and a 2-d row-column addressing (rca) array

Context-aware deep learning enables high-efficacy localization of high concentration microbubbles for super-resolution ultrasound localization microscopy

A water-immersible scanning mirror with hybrid polymer and elastomer hinges for high-speed and wide-field 3D ultrasound imaging

Systems and methods for continuous ultrafast ultrasound beamforming with programmable logic

Medical image classification using self-supervised learning-based masked autoencoder

Super-resolution ultrasound reveals cerebrovascular impairment in a mouse model of Alzheimer's Disease

Pengfei Song, PhD Information

University

Position

Mayo Clinic

Citations(all)

5004

Citations(since 2020)

3511

Cited By

2759

hIndex(all)

38

hIndex(since 2020)

32

i10Index(all)

75

i10Index(since 2020)

67

Email

University Profile Page

University of Illinois at Urbana-Champaign

Google Scholar

View Google Scholar Profile

Pengfei Song, PhD Skills & Research Interests

Ultrasound

super-resolution imaging

deep learning

ultrasound elastography

functional ultrasound

Top articles of Pengfei Song, PhD

Title

Journal

Author(s)

Publication Date

ULTRA-SR Challenge: Assessment of Ultrasound Localization and TRacking Algorithms for Super-Resolution Imaging

IEEE Transactions on Medical Imaging

Marcelo Lerendegui

Kai Riemer

Georgios Papageorgiou

Bingxue Wang

Lachlan Arthur

...

2024/4/12

High-resolution power doppler using null subtraction imaging

IEEE transactions on medical imaging

Zhengchang Kou

Matthew Lowerison

Qi You

Yike Wang

Pengfei Song

...

2024/4/1

Three-dimensional shear wave elastography using acoustic radiation force and a 2-d row-column addressing (rca) array

IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control

Zhijie Dong

U-Wai Lok

Matthew R Lowerison

Chengwu Huang

Shigao Chen

...

2024/2/16

Context-aware deep learning enables high-efficacy localization of high concentration microbubbles for super-resolution ultrasound localization microscopy

Nature communications

YiRang Shin

Matthew R Lowerison

Yike Wang

Xi Chen

Qi You

...

2024/4/4

A water-immersible scanning mirror with hybrid polymer and elastomer hinges for high-speed and wide-field 3D ultrasound imaging

Sensors and Actuators A: Physical

Shuangliang Li

Zhijie Dong

Pengfei Song

Jun Zou

2024/3/1

Systems and methods for continuous ultrafast ultrasound beamforming with programmable logic

2024/2/8

Medical image classification using self-supervised learning-based masked autoencoder

Zong Fan

Zhimin Wang

Ping Gong

Christine U Lee

Shanshan Tang

...

2024/4/2

Super-resolution ultrasound reveals cerebrovascular impairment in a mouse model of Alzheimer's Disease

Journal of Neuroscience

Matthew R Lowerison

Nathiya Vaithiyalingam Chandra Sekaran

Zhijie Dong

Xi Chen

Qi You

...

2024/2/28

Longitudinal Awake Imaging of Deep Mouse Brain Microvasculature with Super-resolution Ultrasound Localization Microscopy

bioRxiv

Yike Wang

Matthew R Lowerison

Qi You

Bing-Ze Lin

Daniel A Llano

...

2023

High-level synthesis design of scalable ultrafast ultrasound beamformer with single FPGA

IEEE transactions on biomedical circuits and systems

Zhengchang Kou

Qi You

Jihun Kim

Zhijie Dong

Matthew R Lowerison

...

2023/4/17

Clinical, Safety and Engineering Perspectives on Wearable Ultrasound Technology: A Review

Pengfei Song

Michael Andre

Parag Chitnis

Sheng Xu

Theodore Croy

...

2023/12/13

Methods for super-resolution ultrasound imaging of microvessels

2023/2/28

An auxiliary attention-based network for joint classification and localization of breast tumor on ultrasound images

Zong Fan

Ping Gong

Shanshan Tang

Christine U Lee

Xiaohui Zhang

...

2023/4/3

System and method for shear wave elastography by transmitting ultrasound with subgroups of ultrasound transducer elements

2023/6/13

Contrast-Free Super-Resolution Power Doppler (CS-PD) Based on Deep Neural Networks

IEEE transactions on ultrasonics, ferroelectrics, and frequency control

Qi You

Matthew R Lowerison

Yirang Shin

Xi Chen

Nathiya Vaithiyalingam Chandra Sekaran

...

2023/8/11

Small animal cerebral microvascular imaging with super-resolution ultrasound: Techniques and applications

The Journal of the Acoustical Society of America

Pengfei Song

2023/3/1

Joint localization and classification of breast masses on ultrasound images using an auxiliary attention-based framework

Medical image analysis

Zong Fan

Ping Gong

Shanshan Tang

Christine U Lee

Xiaohui Zhang

...

2023/12/1

Method for harmonic shear wave detection with a low frame rate ultrasound system

2023/2/14

High volume rate 3-D ultrasound imaging using fast-tilting and redirecting reflectors

IEEE transactions on ultrasonics, ferroelectrics, and frequency control

Zhijie Dong

Shuangliang Li

Xiaoyu Duan

Matthew R Lowerison

Chengwu Huang

...

2023/6/5

Non-invasive Deep-Brain Imaging with 3D Integrated Photoacoustic Tomography and Ultrasound Localization Microscopy (3D-PAULM)

ArXiv

Yuqi Tang

Zhijie Dong

Nanchao Wang

Angela Del Aguila

Natalie Johnston

...

2023/7/27

See List of Professors in Pengfei Song, PhD University(University of Illinois at Urbana-Champaign)

Co-Authors

H-index: 33
Daniel A. Llano

Daniel A. Llano

University of Illinois at Urbana-Champaign

H-index: 14
Matthew Lowerison

Matthew Lowerison

University of Illinois at Urbana-Champaign

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