George Shih

According to our database, George Shih authored at least 26 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Evaluating GPT-4 with Vision on Detection of Radiological Findings on Chest Radiographs.

Yiliang Zhou, Hanley Ong, Patrick Kennedy, Carol C. Wu, Jacob Kazam, Keith Hentel, Adam Flanders, George Shih, Yifan Peng

CoRR, 2024

Improving Fairness of Automated Chest X-ray Diagnosis by Contrastive Learning.

Mingquan Lin, Tianhao Li, Zhaoyi Sun, Gregory Holste, Ying Ding, Fei Wang, George Shih, Yifan Peng

CoRR, 2024

2023

Enhancing thoracic disease detection using chest X-rays from PubMed Central Open Access.

Mingquan Lin, Bo-Jian Hou, Swati Mishra, Tianyuan Yao, Yuankai Huo, Qian Yang, Fei Wang, George Shih, Yifan Peng

Comput. Biol. Medicine, June, 2023

The 2021 SIIM-FISABIO-RSNA Machine Learning COVID-19 Challenge: Annotation and Standard Exam Classification of COVID-19 Chest Radiographs.

Paras Lakhani, J. Mongan, C. Singhal, Q. Zhou, Katherine P. Andriole, William F. Auffermann, Prasanth Prasanna, Theresa X. Pham, Michael Peterson, P. J. Bergquist, Tessa Sundaram Cook, S. F. Ferraciolli, G. C. A. Corradi, MS Takahashi, C. S. Workman, Maansi R. Parekh, S. I. Kamel, Joaquin Galant, A. Mas-Sanchez, E. C. Benítez, M. Sánchez-Valverde, L. Jaques, M. Panadero, M. Vidal, M. Culiañez-Casas, D. Angulo-Gonzalez, Steve G. Langer, María de la Iglesia-Vayá, George Shih

J. Digit. Imaging, February, 2023

Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge.

Gregory Holste, Yiliang Zhou, Song Wang, Ajay Jaiswal, Mingquan Lin, Sherry Zhuge, Yuzhe Yang, Dongkyun Kim, Trong-Hieu Nguyen Mau, Minh-Triet Tran, Jaehyup Jeong, Wongi Park, Jongbin Ryu, Feng Hong, Arsh Verma, Yosuke Yamagishi, Changhyun Kim, Hyeryeong Seo, Myungjoo Kang, Leo Anthony Celi, Zhiyong Lu, Ronald M. Summers, George Shih, Zhangyang Wang, Yifan Peng

CoRR, 2023

How Does Pruning Impact Long-Tailed Multi-label Medical Image Classifiers?

Gregory Holste, Ziyu Jiang, Ajay Jaiswal, Maria Hanna, Shlomo Minkowitz, Alan C. Legasto, Joanna G. Escalon, Sharon Steinberger, Mark Bittman, Thomas C. Shen, Ying Ding, Ronald M. Summers, George Shih, Yifan Peng, Zhangyang Wang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Federated Deep Learning to More Reliably Detect Body Part for Hanging Protocols, Relevant Priors, and Workflow Optimization.

Ross W. Filice, Anouk Stein, Ian Pan, George Shih

J. Digit. Imaging, 2022

Trustworthy assertion classification through prompting.

Song Wang, Liyan Tang, Akash Majety, Justin F. Rousseau, George Shih, Ying Ding, Yifan Peng

J. Biomed. Informatics, 2022

Best Practices and Scoring System on Reviewing A.I. based Medical Imaging Papers: Part 1 Classification.

Timothy L. Kline, Felipe Kitamura, Ian Pan, Amine M. Korchi, Neil A. Tenenholtz, Linda Moy, Judy Wawira Gichoya, Igor Santos, Steven Blumer, Misha Ysabel Hwang, Kim-Ann Git, Abishek Shroff, Elad Walach, George Shih, Steve Langer

CoRR, 2022

Prior Knowledge Enhances Radiology Report Generation.

Song Wang, Liyan Tang, Mingquan Lin, George Shih, Ying Ding, Yifan Peng

CoRR, 2022

Few-Shot Learning Geometric Ensemble for Multi-label Classification of Chest X-Rays.

Dana Moukheiber, Saurabh Mahindre, Lama Moukheiber, Mira Moukheiber, Song Wang, Chunwei Ma, George Shih, Yifan Peng, Mingchen Gao

Proceedings of the Data Augmentation, Labelling, and Imperfections, 2022

Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study.

Gregory Holste, Song Wang, Ziyu Jiang, Thomas C. Shen, George Shih, Ronald M. Summers, Yifan Peng, Zhangyang Wang

Proceedings of the Data Augmentation, Labelling, and Imperfections, 2022

Radiology Text Analysis System (RadText): Architecture and Evaluation.

Song Wang, Mingquan Lin, Ying Ding, George Shih, Zhiyong Lu, Yifan Peng

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

Prompt-based Learning for Assertion Classification in Clinical Notes.

Song Wang, Liyan Tang, Akash Majety, Justin F. Rousseau, George Shih, Ying Ding, Yifan Peng

Proceedings of the AMIA 2022, 2022

2021

DICOM in Dermoscopic Research: an Experience Report and a Way Forward.

Liam J. Caffery, Jochen Weber, Nicholas R. Kurtansky, David A. Clunie, Steve Langer, George Shih, Allan Halpern, Veronica Rotemberg

J. Digit. Imaging, 2021

Using Radiomics as Prior Knowledge for Thorax Disease Classification and Localization in Chest X-rays.

Yan Han, Chongyan Chen, Liyan Tang, Mingquan Lin, Ajay Jaiswal, Song Wang, Ahmed H. Tewfik, George Shih, Ying Ding, Yifan Peng

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Crowdsourcing pneumothorax annotations using machine learning annotations on the NIH chest X-ray dataset.

Ross W. Filice, Anouk Stein, Carol C. Wu, Veronica A. Arteaga, Stephen Borstelmann, Ramya Gaddikeri, Maya Galperin-Aizenberg, Ritu R. Gill, Myrna C. Godoy, Stephen B. Hobbs, Jean Jeudy, Paras Lakhani, Archana Laroia, Sundeep M. Nayak, Maansi R. Parekh, Prasanth Prasanna, Palmi Shah, Dharshan Vummidi, Kavitha Yaddanapudi, George Shih

J. Digit. Imaging, 2020

A Patient-Centric Dataset of Images and Metadata for Identifying Melanomas Using Clinical Context.

Veronica Rotemberg, Nicholas R. Kurtansky, Brigid Betz-Stablein, Liam J. Caffery, Emmanouil Chousakos, Noel Codella, Marc Combalia, Stephen W. Dusza, Pascale Guitera, David A. Gutman, Allan Halpern, Harald Kittler, Kivanç Köse, Steve Langer, Konstantinos Liopryis, Josep Malvehy, Shenara Musthaq, Jabpani Nanda, Ofer Reiter, George Shih, Alexander Stratigos, Philipp Tschandl, Jochen Weber, H. Peter Soyer

CoRR, 2020

2019

Correction to: Collaborative and Reproducible Research: Goals, Challenges, and Strategies.

Steve G. Langer, George Shih, Paul G. Nagy, Bennett A. Landman

J. Digit. Imaging, 2019

Developing a More Responsive Radiology Resident Dashboard.

Hongyu Chen, Vineeth Gangaram, George Shih

J. Digit. Imaging, 2019

2018

Single-Center Experience Implementing the LOINC-RSNA Radiology Playbook for Adult Abdomen/Pelvis CT and MR Procedures Using a Semi-Automated Method.

Ranjit S. Sandhu, James Shin, Kenneth C. Wang, George Shih

J. Digit. Imaging, 2018

Collaborative and Reproducible Research: Goals, Challenges, and Strategies.

Steve G. Langer, George Shih, Paul G. Nagy, Bennett A. Landman

J. Digit. Imaging, 2018

Hello World Deep Learning in Medical Imaging.

Paras Lakhani, Daniel L. Gray, Carl R. Pett, Paul G. Nagy, George Shih

J. Digit. Imaging, 2018

2017

Imaging Properties of 3D Printed Materials: Multi-Energy CT of Filament Polymers.

James Shin, Ranjit S. Sandhu, George Shih

J. Digit. Imaging, 2017

2015

App Review Series Introduction.

George Shih

J. Digit. Imaging, 2015

2010

Is Android or iPhone the Platform for Innovation in Imaging Informatics.

George Shih, Paras Lakhani, Paul G. Nagy

J. Digit. Imaging, 2010