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Jae Ho Sohn, MD, MS
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Publications
Jae Ho Sohn, MD, MS's Publications
Are LLM-generated plain language summaries truly understandable? A large-scale crowdsourced evaluation.
Determinants of image quality in respiratory triggered free breathing lung MRI at 0.55 T in adults.
Large Language Models in Radiologic Numerical Tasks: A Thorough Evaluation and Error Analysis.
Pre-Imaging Clinical Factors Associated With Cardiac MR Image Quality Using Large Language Model-Enabled Data Extraction.
Self-reported comprehension of large language model-generated summaries of lung cancer screening reports: a vignette survey.
Using an Open-Source Large Language Model to Predict Current Procedural Terminology Codes from Interventional Radiology Post-Procedural Notes.
Assessment of delays in diagnosis of lung cancer in interstitial lung disease.
Balancing Diagnostic Certainty and Locoregional Recurrence Risk in Stage I Non-Small Cell Lung Cancer.
Development and validation of a risk nomogram predicting pneumothorax requiring chest tube placement post-percutaneous CT-guided lung biopsy.
Impact of a Resident-Driven Quality Improvement Project on Incidental Thyroid Nodule Follow-up-A Single Center Study.
RadSearch, a Semantic Search Model for Accurate Radiology Report Retrieval with Large Language Model Integration.
An open-source fine-tuned large language model for radiological impression generation: a multi-reader performance study.
Development and Quality Enhancement of Fried Fish Cake Prototype with Transglutaminase, Trehalose, and Herbal Oil for Room Temperature Distribution.
Effect of Rapid Rollover on Pneumothorax Rate after Percutaneous CT-Guided Lung Biopsy: A Multicenter, Randomized Controlled Trial.
Mitral Annular Disjunction: An Under-Recognized Entity in Pediatrics.
Nutritional Composition and Safety Aspects of Deep-Sea Whelks (Buccinum tenuissimum Kuroda).
Radiomics and Deep Learning to Predict Pulmonary Nodule Metastasis at CT.
Synaptic configuration and reconfiguration in the neocortex are spatiotemporally selective.
Underrecognition and Suboptimal Quality of Care for Nonalcoholic Fatty Liver Disease Cirrhosis in Primary Care Patients with Diabetes Mellitus.
Application of a Domain-specific BERT for Detection of Speech Recognition Errors in Radiology Reports.
Clinical language search algorithm from free-text: facilitating appropriate imaging.
Prediction of future healthcare expenses of patients from chest radiographs using deep learning: a pilot study.
AI MSK clinical applications: cartilage and osteoarthritis.
Algorithmic Prediction of Delayed Radiology Turn-Around-Time during Non-Business Hours.
CT Features of Benign Intrapulmonary Lymph Nodes in Pediatric Patients With Known Extrapulmonary Solid Malignancy.
Development and web deployment of an automated neuroradiology MRI protocoling tool with natural language processing.
Development of a Home Meal Replacement Product Containing Braised Mackerel (Scomber japonicus) with Radish (Raphanus sativus).
Federated learning for predicting clinical outcomes in patients with COVID-19.
Federated Learning used for predicting outcomes in SARS-COV-2 patients.
High precision localization of pulmonary nodules on chest CT utilizing axial slice number labels.
Longitudinal Analysis of the Effect of Repeated Transarterial Chemoembolization for Liver Cancer on Portal Venous Pressure.
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.
Quantitative Assessment of Myocardial Ischemia With Positron Emission Tomography.
Using Radiomics for Risk Stratification: Where We Need to Go.
A deep learning algorithm to detect the presence of basal cell carcinoma on Mohs micrographic surgery frozen sections.
An Open-Source, Vender Agnostic Hardware and Software Pipeline for Integration of Artificial Intelligence in Radiology Workflow.
Automatic Hip Fracture Identification and Functional Subclassification with Deep Learning.
CT-less Direct Correction of Attenuation and Scatter in the Image Space Using Deep Learning for Whole-Body FDG PET: Potential Benefits and Pitfalls.
Development and Validation of a Multitask Deep Learning Model for Severity Grading of Hip Osteoarthritis Features on Radiographs.
Domain specific word embeddings for natural language processing in radiology.
Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms.
Overlapping Projections of Neighboring Direct and Indirect Pathway Neostriatal Neurons to Globus Pallidus External Segment.
Radiomics and Computerized Analysis of CT Images: Looking Forward.
Structural basis for noradrenergic regulation of neural circuits in the mouse olfactory bulb.
Large Scale Semi-Automated Labeling of Routine Free-Text Clinical Records for Deep Learning.
Papillary and sclerosing lesions of the breast detected and biopsied by MRI: Clinical management, upgrade rate, and association with apocrine metaplasia.
A carbon nanotube tape for serial-section electron microscopy of brain ultrastructure.
A Deep Learning Model to Predict a Diagnosis of Alzheimer Disease by Using 18F-FDG PET of the Brain.
Automatic Determination of the Need for Intravenous Contrast in Musculoskeletal MRI Examinations Using IBM Watson's Natural Language Processing Algorithm.
Development and Validation of Deep Learning-based Automatic Detection Algorithm for Malignant Pulmonary Nodules on Chest Radiographs.
Joint Correction of Attenuation and Scatter Using Deep Convolutional Neural Networks (DCNN) for Time-of-Flight PET
A Single Vector Platform for High-Level Gene Transduction of Central Neurons: Adeno-Associated Virus Vector Equipped with the Tet-Off System.
Anti-Inflammatory Effects of Curvularin-Type Metabolites from a Marine-Derived Fungal Strain Penicillium sp. SF-5859 in Lipopolysaccharide-Induced RAW264.7 Macrophages.
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.
Application of tissue-clearing methods for dissecting brain structure.
Characteristics of a New X-Ray Imaging System for Interventional Procedures: Improved Image Quality and Reduced Radiation Dose.
Diversity of Extremely Halophilic Archaeal and Bacterial Communities from Commercial Salts.
Isolation and structure determination of a new diketopiperazine dimer from marine-derived fungus Aspergillus sp. SF-5280.
Prospective Comparison of Diagnostic Accuracy Between Point-of-Care and Conventional Ultrasound in a General Diagnostic Department: Implications for Resource-Limited Settings.
3D Quantitative tumour burden analysis in patients with hepatocellular carcinoma before TACE: comparing single-lesion vs. multi-lesion imaging biomarkers as predictors of patient survival.
Differential Inputs to the Perisomatic and Distal-Dendritic Compartments of VIP-Positive Neurons in Layer 2/3 of the Mouse Barrel Cortex.
Imaging Biomarkers of Tumor Response in Neuroendocrine Liver Metastases Treated with Transarterial Chemoembolization: Can Enhancing Tumor Burden of the Whole Liver Help Predict Patient Survival?
Improved Visibility of Metastatic Disease in the Liver During Intra-Arterial Therapy Using Delayed Arterial Phase Cone-Beam CT.
Renal Cell Carcinoma Metastatic to the Liver: Early Response Assessment after Intraarterial Therapy Using 3D Quantitative Tumor Enhancement Analysis.
Transarterial Chemoembolization for the Treatment of Advanced-Stage Hepatocellular Carcinoma.
Validation of the Hong Kong Liver Cancer Staging System in Determining Prognosis of the North American Patients Following Intra-arterial Therapy.
Comparison of Existing Response Criteria in Patients with Hepatocellular Carcinoma Treated with Transarterial Chemoembolization Using a 3D Quantitative Approach.
Convergence of Lemniscal and Local Excitatory Inputs on Large GABAergic Tectothalamic Neurons.
Cycloexpansamines A and B: spiroindolinone alkaloids from a marine isolate of Penicillium sp. (SF-5292).
Feasibility of a Modified Cone-Beam CT Rotation Trajectory to Improve Liver Periphery Visualization during Transarterial Chemoembolization.
Multimodality Imaging of Ethiodized Oil-loaded Radiopaque Microspheres during Transarterial Embolization of Rabbits with VX2 Liver Tumors.
Radiologic-pathologic analysis of quantitative 3D tumour enhancement on contrast-enhanced MR imaging: a study of ROI placement.
A New Record of Penicillium antarcticum from Marine Environments in Korea.
Anti-inflammatory effect of methylpenicinoline from a marine isolate of Penicillium sp. (SF-5995): inhibition of NF-κB and MAPK pathways in lipopolysaccharide-induced RAW264.7 macrophages and BV2 microglia.
Anti-neuroinflammatory effect of aurantiamide acetate from the marine fungus Aspergillus sp. SF-5921: inhibition of NF-κB and MAPK pathways in lipopolysaccharide-induced mouse BV2 microglial cells.
Inhibitory effects of benzaldehyde derivatives from the marine fungus Eurotium sp. SF-5989 on inflammatory mediators via the induction of heme oxygenase-1 in lipopolysaccharide-stimulated RAW264.7 macrophages.
Laxative effects of fermented rice extract in rats with loperamide-induced constipation.
Single-dose oral toxicity of fermented rice extracts (FREs): a 14-day observation.
Structural basis for serotonergic regulation of neural circuits in the mouse olfactory bulb.
Synergistic effect of fermented rice extracts on the probiotic and laxative properties of yoghurt in rats with loperamide-induced constipation.
A new species of Mataeomera, formerly misidentified as M. obliquisigna (Hampson, 1894) from Japan (Lepidoptera, Erebidae, Boletobiinae).
Class 3 semaphorin mediates dendrite growth in adult newborn neurons through Cdk5/FAK pathway.
The antibacterial activity of various saturated and unsaturated fatty acids against several oral pathogens.
Quality initiatives: statistical control charts: simplifying the analysis of data for quality improvement.
Two new botcinin derivatives encountered in the studies of secondary metabolites from the marine-derived fungus Botryotinia sp. SF-5275.
Exclusive and common targets of neostriatofugal projections of rat striosome neurons: a single neuron-tracing study using a viral vector.
Protein tyrosine phosphatase 1B inhibitory effects of depsidone and pseudodepsidone metabolites from the Antarctic lichen Stereocaulon alpinum.
Simultaneous determination of N-hydroxymethyl-N-methylformamide, N-methylformamide and N-acetyl-S-(N-methylcarbamoyl)cystein in urine samples from workers exposed to N,N-dimethylformamide by liquid chromatography-tandem mass spectrometry.
