Jae Ho Sohn

17 papers A* 1Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Are LLM-generated plain language summaries truly understandable? A large-scale crowdsourced evaluation.
CoRR
Yue Guo, Jae Ho Sohn, Gondy Leroy, Trevor Cohen
2025 — conf
Can Generative AI Support Patients' & Caregivers' Informational Needs? Towards Task-Centric Evaluation Of AI Systems.
IUI Workshops
Shreya Rajagopal, Jae Ho Sohn, Hari Subramonyam, Shiwali Mohan
2025 J jnl
Development and validation of a risk nomogram predicting pneumothorax requiring chest tube placement post-percutaneous CT-guided lung biopsy.
BMC Medical Imaging
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
2025 J jnl
PatientSim: A Persona-Driven Simulator for Realistic Doctor-Patient Interactions.
CoRR
Daeun Kyung, Hyunseung Chung, Seongsu Bae, Jiho Kim, Jae Ho Sohn, Taerim Kim, Soo Kyung Kim, Edward Choi
2024 J jnl
An open-source fine-tuned large language model for radiological impression generation: a multi-reader performance study.
BMC Medical Imaging
Adrian Serapio, Gunvant R. Chaudhari, Cody Savage, Yoo Jin Lee, Maya Vella, Shravan Sridhar, Jamie Lee Schroeder, Jonathan Liu, Adam Yala, Jae Ho Sohn
2024 J jnl
Are Generative AI systems Capable of Supporting Information Needs of Patients?
CoRR
Shreya Rajagopal, Subhashis Hazarika, Sookyung Kim, Yan-Ming Chiou, Jae Ho Sohn, Hari Subramonyam, Shiwali Mohan
2024 A* conf
Conformal Language Modeling.
ICLR
Victor Quach, Adam Fisch, Tal Schuster, Adam Yala, Jae Ho Sohn, Tommi S. Jaakkola, Regina Barzilay
2023 J jnl
Conformal Language Modeling.
CoRR
Victor Quach, Adam Fisch, Tal Schuster, Adam Yala, Jae Ho Sohn, Tommi S. Jaakkola, Regina Barzilay
2022 J jnl
Clinical language search algorithm from free-text: facilitating appropriate imaging.
BMC Medical Imaging
Gunvant R. Chaudhari, Yeshwant Reddy Chillakuru, Timothy L. Chen, Valentina Pedoia, Thienkhai Vu, Christopher Paul Hess, Youngho Seo, Jae Ho Sohn
2021 J jnl
Development and web deployment of an automated neuroradiology MRI protocoling tool with natural language processing.
BMC Medical Informatics Decis. Mak.
Yeshwant Reddy Chillakuru, Shourya Munjal, Benjamin Laguna, Timothy L. Chen, Gunvant R. Chaudhari, Thienkhai Vu, Youngho Seo, Jared Narvid, Jae Ho Sohn
2021 J jnl
Domain specific word embeddings for natural language processing in radiology.
J. Biomed. Informatics
Timothy L. Chen, Max Emerling, Gunvant R. Chaudhari, Yeshwant Reddy Chillakuru, Youngho Seo, Thienkhai Vu, Jae Ho Sohn
2021 J jnl
High precision localization of pulmonary nodules on chest CT utilizing axial slice number labels.
BMC Medical Imaging
Yeshwant Reddy Chillakuru, Kyle Kranen, Vishnu Doppalapudi, Zhangyuan Xiong, Letian Fu, Aarash Heydari, Aditya Sheth, Youngho Seo, Thienkhai Vu, Jae Ho Sohn
2020 J jnl
An Open-Source, Vender Agnostic Hardware and Software Pipeline for Integration of Artificial Intelligence in Radiology Workflow.
J. Digit. Imaging
Jae Ho Sohn, Yeshwant Reddy Chillakuru, Stanley Lee, Amie Y. Lee, Tatiana Kelil, Christopher Paul Hess, Youngho Seo, Thienkhai Vu, Bonnie N. Joe
2019 J jnl
Automatic Hip Fracture Identification and Functional Subclassification with Deep Learning.
CoRR
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
2019 J jnl
Large Scale Semi-Automated Labeling of Routine Free-Text Clinical Records for Deep Learning.
J. Digit. Imaging
Hari Trivedi, Maryam Panahiazar, April Liang, Dmytro Lituiev, Peter Chang, Jae Ho Sohn, Yunn-Yi Chen, Benjamin L. Franc, Bonnie Joe, Dexter Hadley
2018 J jnl
Automatic Determination of the Need for Intravenous Contrast in Musculoskeletal MRI Examinations Using IBM Watson's Natural Language Processing Algorithm.
J. Digit. Imaging
Hari Trivedi, Joseph Mesterhazy, Benjamin Laguna, Thienkhai Vu, Jae Ho Sohn
2018 J jnl
Joint Correction of Attenuation and Scatter Using Deep Convolutional Neural Networks (DCNN) for Time-of-Flight PET.
CoRR
Jaewon Yang, Dookun Park, Jae Ho Sohn, Zhen Jane Wang, Grant T. Gullberg, Youngho Seo