Junlin Yang

Junlin Yang

Yale University

H-index: 11

North America-United States

About Junlin Yang

Junlin Yang, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at Yale University, specializes in the field of Machine Learning, Medical Image Analysis.

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

Quantitative automated segmentation of lipiodol deposits on cone-beam CT Imaging acquired during transarterial chemoembolization for liver tumors: a deep learning approach

Use of machine learning to predict the histopathological ImmunoScore in hepatocellular carcinoma on multiparametric MRI

Semantic segmentation with generative models: Semi-supervised learning and strong out-of-domain generalization

Cross-modality segmentation by self-supervised semantic alignment in disentangled content space

Unsupervised wasserstein distance guided domain adaptation for 3d multi-domain liver segmentation

Layer Embedding Analysis in Convolutional Neural Networks for Improved Probability Calibration and Classification

Robust and generalizable visual representation learning via random convolutions

2018 robotic scene segmentation challenge

Junlin Yang Information

University

Position

___

Citations(all)

805

Citations(since 2020)

802

Cited By

117

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

13

i10Index(since 2020)

13

Email

University Profile Page

Yale University

Google Scholar

View Google Scholar Profile

Junlin Yang Skills & Research Interests

Machine Learning

Medical Image Analysis

Top articles of Junlin Yang

Title

Journal

Author(s)

Publication Date

Quantitative automated segmentation of lipiodol deposits on cone-beam CT Imaging acquired during transarterial chemoembolization for liver tumors: a deep learning approach

Journal of Vascular and Interventional Radiology

Rohil Malpani

Christopher W Petty

Junlin Yang

Neha Bhatt

Tal Zeevi

...

2022/3/1

Use of machine learning to predict the histopathological ImmunoScore in hepatocellular carcinoma on multiparametric MRI

Journal of Hepatology

Junlin Yang

Annabella Shewarega

Jessica Santana

Vasily Pekurovsky

Xuchen Zhang

...

2022/7/1

Semantic segmentation with generative models: Semi-supervised learning and strong out-of-domain generalization

Daiqing Li

Junlin Yang

Karsten Kreis

Antonio Torralba

Sanja Fidler

2021

Cross-modality segmentation by self-supervised semantic alignment in disentangled content space

Junlin Yang

Xiaoxiao Li

Daniel Pak

Nicha C Dvornek

Julius Chapiro

...

2020

Unsupervised wasserstein distance guided domain adaptation for 3d multi-domain liver segmentation

Chenyu You

Junlin Yang

Julius Chapiro

James S Duncan

2020

Layer Embedding Analysis in Convolutional Neural Networks for Improved Probability Calibration and Classification

IEEE transactions on medical imaging

Fan Zhang

Nicha Dvornek

Junlin Yang

Julius Chapiro

James Duncan

2020/4/29

Robust and generalizable visual representation learning via random convolutions

Zhenlin Xu

Deyi Liu

Junlin Yang

Colin Raffel

Marc Niethammer

2021

2018 robotic scene segmentation challenge

arXiv preprint arXiv:2001.11190

Max Allan

Satoshi Kondo

Sebastian Bodenstedt

Stefan Leger

Rahim Kadkhodamohammadi

...

2020/1/30

Interpretable and annotation-efficient learning for medical image computing

Jaime Cardoso

Hien Van Nguyen

Nicholas Heller

Pedro Henriques Abreu

Ivana Isgum

...

2020/10/3

See List of Professors in Junlin Yang University(Yale University)

Co-Authors

H-index: 138
Antonio Torralba

Antonio Torralba

Massachusetts Institute of Technology

H-index: 82
Sanja Fidler

Sanja Fidler

University of Toronto

H-index: 72
James S. Duncan

James S. Duncan

Yale University

H-index: 22
Nicha C. Dvornek

Nicha C. Dvornek

Yale University

H-index: 18
Juntang Zhuang

Juntang Zhuang

Yale University

H-index: 11
Zhenlin Xu

Zhenlin Xu

University of North Carolina at Chapel Hill

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