Paul H Yi (Jan Fritz)

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 46

Top Topics

Knee Osteoarthritis

Convolutional Neural Network

Top Venues

Radiology. Artificial intelligence

Radiology. Imaging cancer

Skeletal radiology

This page only lists publications with an associated author ORCID identifier.

Publications

Samantha M Santomartino, Kristin Putman, Elham Beheshtian, Vishwa S Parekh, Paul H Yi
Evaluating the Robustness of a Deep Learning Bone Age Algorithm to Clinical Image Variation Using Computational Stress Testing. Radiology. Artificial intelligence 6 (3) (2024)
Annie Trang, Kristin Putman, Dharmam Savani, Devina Chatterjee, Jerry Zhao, Peter Kamel, Jean J Jeudy, Vishwa S Parekh, Paul H Yi
Sociodemographic biases in a commercial AI model for intracranial hemorrhage detection. Emergency radiology (2024)
Kesavan Venkatesh, Simukayi Mutasa, Fletcher Moore, Jeremias Sulam, Paul H Yi
Gradient-Based Saliency Maps Are Not Trustworthy Visual Explanations of Automated AI Musculoskeletal Diagnoses. Journal of imaging informatics in medicine (2024)
Jacopo Teneggi, Paul H Yi, Jeremias Sulam
Examination-Level Supervision for Deep Learning-based Intracranial Hemorrhage Detection on Head CT Scans. Radiology. Artificial intelligence 6 (1) (2024)
Hana L Haver, Manisha Bahl, Florence X Doo, Peter I Kamel, Vishwa S Parekh, Jean Jeudy, Paul H Yi
Evaluation of Multimodal ChatGPT (GPT-4V) in Describing Mammography Image Features. Canadian Association of Radiologists journal = Journal l'Association canadienne des radiologistes (2024)
Jacopo Teneggi, Paul H Yi, Jeremias Sulam
Examination-Level Supervision for Deep Learning-based Intracranial Hemorrhage Detection on Head CT Scans. Radiology. Artificial intelligence 6 (1) (2024)
Samantha M Santomartino, Kristin Putman, Elham Beheshtian, Vishwa S Parekh, Paul H Yi
Evaluating the Robustness of a Deep Learning Bone Age Algorithm to Clinical Image Variation Using Computational Stress Testing. Radiology. Artificial intelligence 6 (3) (2024)
Pranav Kulkarni, Adway Kanhere, Eliot L Siegel, Paul H Yi, Vishwa S Parekh
ISLE: An Intelligent Streaming Framework for High-Throughput AI Inference in Medical Imaging. Journal of imaging informatics in medicine (2024)
Jacopo Teneggi, Paul H Yi, Jeremias Sulam
Examination-Level Supervision for Deep Learning-based Intracranial Hemorrhage Detection on Head CT Scans. Radiology. Artificial intelligence 6 (1) (2024)
Stephanie L McNamara, Paul H Yi, William Lotter
The clinician-AI interface: intended use and explainability in FDA-cleared AI devices for medical image interpretation. NPJ digital medicine 7 (1) (2024)
Devina Chatterjee, Adway Kanhere, Florence X Doo, Jerry Zhao, Andrew Chan, Alexander Welsh, Pranav Kulkarni, Annie Trang, Vishwa S Parekh, Paul H Yi
Children Are Not Small Adults: Addressing Limited Generalizability of an Adult Deep Learning CT Organ Segmentation Model to the Pediatric Population. Journal of imaging informatics in medicine (2024)
Hana L Haver, Anuj K Gupta, Emily B Ambinder, Manisha Bahl, Eniola T Oluyemi, Jean Jeudy, Paul H Yi
Evaluating the Use of ChatGPT to Accurately Simplify Patient-centered Information about Breast Cancer Prevention and Screening. Radiology. Imaging cancer 6 (2) (2024)
Samantha M Santomartino, Kristin Putman, Elham Beheshtian, Vishwa S Parekh, Paul H Yi
Evaluating the Robustness of a Deep Learning Bone Age Algorithm to Clinical Image Variation Using Computational Stress Testing. Radiology. Artificial intelligence (2024)
Samantha M Santomartino, Kristin Putman, Elham Beheshtian, Vishwa S Parekh, Paul H Yi
Evaluating the Robustness of a Deep Learning Bone Age Algorithm to Clinical Image Variation Using Computational Stress Testing. Radiology. Artificial intelligence 6 (3) (2024)
Hana L Haver, Anuj K Gupta, Emily B Ambinder, Manisha Bahl, Eniola T Oluyemi, Jean Jeudy, Paul H Yi
Evaluating the Use of ChatGPT to Accurately Simplify Patient-centered Information about Breast Cancer Prevention and Screening. Radiology. Imaging cancer 6 (2) (2024)
Florence X Doo, Dharmam Savani, Adway Kanhere, Ruth C Carlos, Anupam Joshi, Paul H Yi, Vishwa S Parekh
Optimal Large Language Model Characteristics to Balance Accuracy and Energy Use for Sustainable Medical Applications. Radiology 312 (2) (2024)
Stephanie L McNamara, Paul H Yi, William Lotter
The clinician-AI interface: intended use and explainability in FDA-cleared AI devices for medical image interpretation. NPJ digital medicine 7 (1) (2024)
Hana L Haver, Anuj K Gupta, Emily B Ambinder, Manisha Bahl, Eniola T Oluyemi, Jean Jeudy, Paul H Yi
Evaluating the Use of ChatGPT to Accurately Simplify Patient-centered Information about Breast Cancer Prevention and Screening. Radiology. Imaging cancer 6 (2) (2024)
Hana L Haver, Anuj K Gupta, Emily B Ambinder, Manisha Bahl, Eniola T Oluyemi, Jean Jeudy, Paul H Yi
Evaluating the Use of ChatGPT to Accurately Simplify Patient-centered Information about Breast Cancer Prevention and Screening. Radiology. Imaging cancer 6 (2) (2024)
Hana L Haver, Anuj K Gupta, Emily B Ambinder, Manisha Bahl, Eniola T Oluyemi, Jean Jeudy, Paul H Yi
Evaluating the Use of ChatGPT to Accurately Simplify Patient-centered Information about Breast Cancer Prevention and Screening. Radiology. Imaging cancer 6 (2) (2024)
Samantha M Santomartino, Kristin Putman, Elham Beheshtian, Vishwa S Parekh, Paul H Yi
Evaluating the Robustness of a Deep Learning Bone Age Algorithm to Clinical Image Variation Using Computational Stress Testing. Radiology. Artificial intelligence 6 (3) (2024)
Florence X Doo, Dharmam Savani, Adway Kanhere, Ruth C Carlos, Anupam Joshi, Paul H Yi, Vishwa S Parekh
Optimal Large Language Model Characteristics to Balance Accuracy and Energy Use for Sustainable Medical Applications. Radiology 312 (2) (2024)
Hana L Haver, Cheng Ting Lin, Arlene Sirajuddin, Paul H Yi, Jean Jeudy
Evaluating ChatGPT's Accuracy in Lung Cancer Prevention and Screening Recommendations. Radiology. Cardiothoracic imaging 5 (4) (2023)
Samantha M Santomartino, Nima Hafezi-Nejad, Vishwa S Parekh, Paul H Yi
Performance and Usability of Code-Free Deep Learning for Chest Radiograph Classification, Object Detection, and Segmentation. Radiology. Artificial intelligence 5 (2) (2023)
Hana L Haver, Emily B Ambinder, Manisha Bahl, Eniola T Oluyemi, Jean Jeudy, Paul H Yi
Appropriateness of Breast Cancer Prevention and Screening Recommendations Provided by ChatGPT. Radiology (2023)
Preetham Bachina, Sean P Garin, Pranav Kulkarni, Adway Kanhere, Jeremias Sulam, Vishwa S Parekh, Paul H Yi
Coarse Race and Ethnicity Labels Mask Granular Underdiagnosis Disparities in Deep Learning Models for Chest Radiograph Diagnosis. Radiology 309 (2) (2023)
Sean P Garin, Vishwa S Parekh, Jeremias Sulam, Paul H Yi
Medical imaging data science competitions should report dataset demographics and evaluate for bias. Nature medicine (2023)
Zachary R Murphy, Kesavan Venkatesh, Jeremias Sulam, Paul H Yi
Visual Transformers and Convolutional Neural Networks for Disease Classification on Radiographs: A Comparison of Performance, Sample Efficiency, and Hidden Stratification. Radiology. Artificial intelligence 4 (6) (2022)
Christian J Park, Paul H Yi, Hussain Al Yousif, Kenneth C Wang
Machine vs. Radiologist-Based Translations of RadLex: Implications for Multi-language Report Interoperability. Journal of digital imaging 35 (3) (2022)
Zachary R Murphy, Kesavan Venkatesh, Jeremias Sulam, Paul H Yi
Visual Transformers and Convolutional Neural Networks for Disease Classification on Radiographs: A Comparison of Performance, Sample Efficiency, and Hidden Stratification. Radiology. Artificial intelligence 4 (6) (2022)
David Li, Beepul Bharti, Jinchi Wei, Jeremias Sulam, Paul H Yi
Sex Imbalance Produces Biased Deep Learning Models for Knee Osteoarthritis Detection. Canadian Association of Radiologists journal = Journal l'Association canadienne des radiologistes (2022)
Kesavan Venkatesh, Samantha M Santomartino, Jeremias Sulam, Paul H Yi
Code and Data Sharing Practices in the Radiology Artificial Intelligence Literature: A Meta-Research Study. Radiology. Artificial intelligence 4 (5) (2022)
Elham Beheshtian, Kristin Putman, Samantha M Santomartino, Vishwa S Parekh, Paul H Yi
Generalizability and Bias in a Deep Learning Pediatric Bone Age Prediction Model Using Hand Radiographs. Radiology (2022)
Peter I Kamel, Paul H Yi, Haris I Sair, Cheng Ting Lin
Prediction of Coronary Artery Calcium and Cardiovascular Risk on Chest Radiographs Using Deep Learning. Radiology. Cardiothoracic imaging 3 (3) (2021)
Mark Ren, Paul H Yi
Artificial intelligence in orthopedic implant model classification: a systematic review. Skeletal radiology (2021)
Kevin Z Xin, David Li, Paul H Yi
Limited generalizability of deep learning algorithm for pediatric pneumonia classification on external data. Emergency radiology (2021)
Paul H Yi, Alice C Yu, Emily A Dunn, Haris I Sair
Your mileage may vary: impact of data input method for a deep learning bone age app's predictions. Skeletal radiology (2021)
Mark Ren, Paul H Yi
Deep learning detection of subtle fractures using staged algorithms to mimic radiologist search pattern. Skeletal radiology (2021)
David Li, Paul H Yi
Artificial Intelligence in Radiology: A Canadian Environmental Scan. Canadian Association of Radiologists journal = Journal l'Association canadienne des radiologistes (2021)
Paul H Yi, Dhananjay Singh, Susan C Harvey, Gregory D Hager, Lisa A Mullen
DeepCAT: Deep Computer-Aided Triage of Screening Mammography. Journal of digital imaging 34 (1) (2021)
Paul H Yi, Anirudh Arun, Nima Hafezi-Nejad, Garry Choy, Haris I Sair, Ferdinand K Hui, Paul H Yi
Can AI distinguish a bone radiograph from photos of flowers or cars? Evaluation of bone age deep learning model on inappropriate data inputs. Skeletal radiology (2021)
Paul H Yi, Simukayi Mutasa, Jan Fritz
AI MSK clinical applications: orthopedic implants. Skeletal radiology (2021)
Paul H Yi, Jan Fritz
Radiology Alchemy: GAN We Do It? Radiology. Artificial intelligence 3 (5) (2021)
David Li, Paul H Yi, Nayaar Islam, Raman Verma, Matthew D F McInnes
Diagnostic Radiology Residency Application Trends: Canadian Match Results From 2010-2020. Canadian Association of Radiologists journal = Journal l'Association canadienne des radiologistes 72 (4) (2020)
Paul H Yi, Abigail Lin, Jinchi Wei, Alice C Yu, Haris I Sair, Ferdinand K Hui, Gregory D Hager, Susan C Harvey
Deep-Learning-Based Semantic Labeling for 2D Mammography and Comparison of Complexity for Machine Learning Tasks. Journal of digital imaging 32 (4) (2020)
Paul H Yi, Tae Kyung Kim, Jinchi Wei, Jiwon Shin, Ferdinand K Hui, Haris I Sair, Gregory D Hager, Jan Fritz
Automated semantic labeling of pediatric musculoskeletal radiographs using deep learning. Pediatric radiology 49 (8) (2019)