Diagnostic Accuracy and Clinical Value of a Domain-specific Multimodal Generative AI Model for Chest Radiograph Report Generation
Eun Kyoung Hong, Jiyeon Ham, Byung Suk Roh, Jawook Gu, B. Park, Sunghun Kang, Kihyun You, Jihwan Eom, Byeonguk Bae, Jae Hyun Jo, Ok Kyu Song, Woong Bae, Ro Woon Lee, Chong Hyun Suh, Chan Ho Park, Seong Jun Choi, Jai Soung Park, Jae‐Hyeong Park, Hyun Jeong Jeon, Jeong‐Ho Hong, Dosang Cho, Han Seok Choi, Tae Hee Kim
Abstract
A domain-specific multimodal generative AI model demonstrated potential for high diagnostic accuracy and clinical value in providing preliminary interpretations of chest radiographs for radiologists.
Topics & Concepts
MedicineChest radiographRadiographyRadiologyValue (mathematics)Generative grammarDomain (mathematical analysis)Generative modelMultimodal therapyArtificial intelligenceMedical physicsMachine learningSurgeryComputer scienceMathematicsMathematical analysisCOVID-19 diagnosis using AIAI in cancer detectionMachine Learning in Healthcare