
Assistant Professor, in Residence Radiology & Biomedical Imaging
M_Radiology
+1 415 353-9411
Dr. Jae Ho Sohn is a cardiothoracic radiology faculty member at UCSF with research interests in 1) big data applications to lung cancer imaging and percutaneous CT-guided biopsy interventions; 2) radiological natural language processing to analyze and generate optimal radiology reports; 3) clinical translation, validation, and optimization of 0.55T Lung MRI (Siemens Freemax). The lab brings together a multidisciplinary team of physicians, data scientists, MR imaging scientists, and industry partners to discover new knowledge in radiology, validate/optimize clinical workflow, and translate them to the patient bedside.
Publications
An open-source fine-tuned large language model for radiological impression generation: a multi-reader performance study.
BMC medical imaging
Nutritional Composition and Safety Aspects of Deep-Sea Whelks (Buccinum tenuissimum Kuroda).
Foods (Basel, Switzerland)
Mitral Annular Disjunction: An Under-Recognized Entity in Pediatrics.
JACC. Case reports
Effect of Rapid Rollover on Pneumothorax Rate after Percutaneous CT-Guided Lung Biopsy: A Multi-Center, Randomized Controlled Trial.
Journal of vascular and interventional radiology : JVIR
Underrecognition and Suboptimal Quality of Care for Nonalcoholic Fatty Liver Disease Cirrhosis in Primary Care Patients with Diabetes Mellitus.
The American journal of medicine
Application of a Domain-specific BERT for Detection of Speech Recognition Errors in Radiology Reports.
Radiology. Artificial intelligence
Prediction of future healthcare expenses of patients from chest radiographs using deep learning: a pilot study.
Scientific reports
Clinical language search algorithm from free-text: facilitating appropriate imaging.
BMC medical imaging
Machine learning to predict incident radiographic knee osteoarthritis over 8�Years using combined MR imaging features, demographics, and clinical factors: data from the Osteoarthritis Initiative.
Osteoarthritis and cartilage
Longitudinal Analysis of the Effect of Repeated Transarterial Chemoembolization for Liver Cancer on Portal Venous Pressure.
Frontiers in oncology
AI MSK clinical applications: cartilage and osteoarthritis.
Skeletal radiology
Development and web deployment of an automated neuroradiology MRI protocoling tool with natural language processing.
BMC medical informatics and decision making
Algorithmic Prediction of Delayed Radiology Turn-Around-Time during Non-Business Hours.
Academic radiology
High precision localization of pulmonary nodules on chest CT utilizing axial slice number labels.
BMC medical imaging
CT Features of Benign Intrapulmonary Lymph Nodes in Pediatric Patients With Known Extrapulmonary Solid Malignancy.
AJR. American journal of roentgenology
Quantitative Assessment of Myocardial Ischemia With Positron Emission Tomography.
Journal of thoracic imaging
Radiomics and Computerized Analysis of CT Images: Looking Forward.
Radiology. Cardiothoracic imaging
Domain specific word embeddings for natural language processing in radiology.
Journal of biomedical informatics
CT-less Direct Correction of Attenuation and Scatter in the Image Space Using Deep Learning for Whole-Body FDG PET: Potential Benefits and Pitfalls.
Radiology. Artificial intelligence
An Open-Source, Vender Agnostic Hardware and Software Pipeline for Integration of Artificial Intelligence in Radiology Workflow.
Journal of digital imaging
A deep learning algorithm to detect the presence of basal cell carcinoma on Mohs micrographic surgery frozen sections.
Journal of the American Academy of Dermatology
Automatic Hip Fracture Identification and Functional Subclassification with Deep Learning.
Radiology. Artificial intelligence
Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms.
JAMA network open
Papillary and sclerosing lesions of the breast detected and biopsied by MRI: Clinical management, upgrade rate, and association with apocrine metaplasia.
The breast journal
Large Scale Semi-Automated Labeling of Routine Free-Text Clinical Records for Deep Learning.
Journal of digital imaging
Joint Correction of Attenuation and Scatter Using Deep Convolutional Neural Networks (DCNN) for Time-of-Flight PET
Joint Correction of Attenuation and Scatter Using Deep Convolutional Neural Networks (DCNN) for Time-of-Flight PET
A Deep Learning Model to Predict a Diagnosis of Alzheimer Disease by Using 18F-FDG PET of the Brain.
Radiology
Automatic Determination of the Need for Intravenous Contrast in Musculoskeletal MRI Examinations Using IBM Watson's Natural Language Processing Algorithm.
Journal of digital imaging
Anti-neuroinflammatory effect of 6,8,1'-tri-O-methylaverantin, a metabolite from a marine-derived fungal strain Aspergillus sp., via upregulation of heme oxygenase-1 in lipopolysaccharide-activated microglia.
Neurochemistry international
Characteristics of a New X-Ray Imaging System for Interventional Procedures: Improved Image Quality and Reduced Radiation Dose.
Cardiovascular and interventional radiology
Prospective Comparison of Diagnostic Accuracy Between Point-of-Care and Conventional Ultrasound in a General Diagnostic Department: Implications for Resource-Limited Settings.
Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine
Validation of the Hong Kong Liver Cancer Staging System in Determining Prognosis of the North American Patients Following Intra-arterial Therapy.
Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association
Transarterial Chemoembolization for the Treatment of Advanced-Stage Hepatocellular Carcinoma.
Journal of gastrointestinal surgery : official journal of the Society for Surgery of the Alimentary Tract
Renal Cell Carcinoma Metastatic to the Liver: Early Response Assessment after Intraarterial Therapy Using 3D Quantitative Tumor Enhancement Analysis.
Translational oncology
Improved Visibility of Metastatic Disease in the Liver During Intra-Arterial Therapy Using Delayed Arterial Phase Cone-Beam CT.
Cardiovascular and interventional radiology
Radiologic-pathologic analysis of quantitative 3D tumour enhancement on contrast-enhanced MR imaging: a study of ROI placement.
European radiology
Class 3 semaphorin mediates dendrite growth in adult newborn neurons through Cdk5/FAK pathway.
PloS one
Quality initiatives: statistical control charts: simplifying the analysis of data for quality improvement.
Radiographics : a review publication of the Radiological Society of North America, Inc