Jae Ho Sohn

According to our database, Jae Ho Sohn authored at least 16 papers between 2018 and 2025.

Collaborative distances:

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

2025

Development and validation of a risk nomogram predicting pneumothorax requiring chest tube placement post-percutaneous CT-guided lung biopsy.

Masha Bondarenko, Jianxiang Zhang, Ulysis Hugo Baal, Brian Lam, Gunvant R. Chaudhari, Yoo Jin Lee, Jamie Lee Schroeder, Maya Vella, Brian Haas, Thienkhai Vu, Kimberly Kallianos, Jonathan Liu, Shravan Sridhar, Brett Elicker, Jae Ho Sohn

BMC Medical Imaging, December, 2025

PatientSim: A Persona-Driven Simulator for Realistic Doctor-Patient Interactions.

Daeun Kyung, Hyunseung Chung, Seongsu Bae, Jiho Kim, Jae Ho Sohn, Taerim Kim, Soo Kyung Kim, Edward Choi

CoRR, May, 2025

Are LLM-generated plain language summaries truly understandable? A large-scale crowdsourced evaluation.

Yue Guo, Jae Ho Sohn, Gondy Leroy, Trevor Cohen

CoRR, May, 2025

Can Generative AI Support Patients' & Caregivers' Informational Needs? Towards Task-Centric Evaluation Of AI Systems.

Shreya Rajagopal, Jae Ho Sohn, Hari Subramonyam, Shiwali Mohan

Proceedings of the Joint Proceedings of the ACM IUI 2025 Workshops co-located with the 30th Annual ACM Conference on Intelligent User Interfaces (IUI 2025), 2025

2024

An open-source fine-tuned large language model for radiological impression generation: a multi-reader performance study.

Adrian Serapio, Gunvant R. Chaudhari, Cody Savage, Yoo Jin Lee, Maya Vella, Shravan Sridhar, Jamie Lee Schroeder, Jonathan Liu, Adam Yala, Jae Ho Sohn

BMC Medical Imaging, December, 2024

Are Generative AI systems Capable of Supporting Information Needs of Patients?

Shreya Rajagopal, Subhashis Hazarika, Sookyung Kim, Yan-Ming Chiou, Jae Ho Sohn, Hari Subramonyam, Shiwali Mohan

CoRR, 2024

Conformal Language Modeling.

Victor Quach, Adam Fisch, Tal Schuster, Adam Yala, Jae Ho Sohn, Tommi S. Jaakkola, Regina Barzilay

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2022

Clinical language search algorithm from free-text: facilitating appropriate imaging.

Gunvant R. Chaudhari, Yeshwant Reddy Chillakuru, Timothy L. Chen, Valentina Pedoia, Thienkhai Vu, Christopher Paul Hess, Youngho Seo, Jae Ho Sohn

BMC Medical Imaging, 2022

2021

Development and web deployment of an automated neuroradiology MRI protocoling tool with natural language processing.

Yeshwant Reddy Chillakuru, Shourya Munjal, Benjamin Laguna, Timothy L. Chen, Gunvant R. Chaudhari, Thienkhai Vu, Youngho Seo, Jared Narvid, Jae Ho Sohn

BMC Medical Informatics Decis. Mak., 2021

Domain specific word embeddings for natural language processing in radiology.

Timothy L. Chen, Max Emerling, Gunvant R. Chaudhari, Yeshwant Reddy Chillakuru, Youngho Seo, Thienkhai Vu, Jae Ho Sohn

J. Biomed. Informatics, 2021

High precision localization of pulmonary nodules on chest CT utilizing axial slice number labels.

Yeshwant Reddy Chillakuru, Kyle Kranen, Vishnu Doppalapudi, Zhangyuan Xiong, Letian Fu, Aarash Heydari, Aditya Sheth, Youngho Seo, Thienkhai Vu, Jae Ho Sohn

BMC Medical Imaging, 2021

2020

An Open-Source, Vender Agnostic Hardware and Software Pipeline for Integration of Artificial Intelligence in Radiology Workflow.

Jae Ho Sohn, Yeshwant Reddy Chillakuru, Stanley Lee, Amie Y. Lee, Tatiana Kelil, Christopher Paul Hess, Youngho Seo, Thienkhai Vu, Bonnie N. Joe

J. Digit. Imaging, 2020

2019

Large Scale Semi-Automated Labeling of Routine Free-Text Clinical Records for Deep Learning.

Hari Trivedi, Maryam Panahiazar, April Liang, Dmytro Lituiev, Peter Chang, Jae Ho Sohn, Yunn-Yi Chen, Benjamin L. Franc, Bonnie Joe, Dexter Hadley

J. Digit. Imaging, 2019

Automatic Hip Fracture Identification and Functional Subclassification with Deep Learning.

Justin D. Krogue, Kaiyang V. Cheng, Kevin M. Hwang, Paul Toogood, Eric G. Meinberg, Erik J. Geiger, Musa B. Zaid, Kevin C. McGill, Rina Patel, Jae Ho Sohn, Alexandra Wright, Bryan F. Darger, Kevin A. Padrez, Eugene Ozhinsky, Sharmila Majumdar, Valentina Pedoia

CoRR, 2019

2018

Automatic Determination of the Need for Intravenous Contrast in Musculoskeletal MRI Examinations Using IBM Watson's Natural Language Processing Algorithm.

Hari Trivedi, Joseph Mesterhazy, Benjamin Laguna, Thienkhai Vu, Jae Ho Sohn

J. Digit. Imaging, 2018

Joint Correction of Attenuation and Scatter Using Deep Convolutional Neural Networks (DCNN) for Time-of-Flight PET.

Jaewon Yang, Dookun Park, Jae Ho Sohn, Zhen Jane Wang, Grant T. Gullberg, Youngho Seo

CoRR, 2018