Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma
8.2K Views
•
04:09 min
•
October 10th, 2018
DOI :
October 10th, 2018
•Aaron Abajian1, Nikitha Murali1, Lynn Jeanette Savic1,2, Fabian Max Laage-Gaupp1, Nariman Nezami1, James S. Duncan3, Todd Schlachter1, MingDe Lin4, Jean-François Geschwind5, Julius Chapiro1
1Department of Radiology and Biomedical Imaging, Yale School of Medicine, 2Department of Diagnostic and Interventional Radiology, Universitätsmedizin Charité Berlin, 3Department of Biomedical Engineering, Yale School of Engineering and Applied Science, 4Philips Research North America, 5Prescience Labs
Chapters in this video
0:04
Title
0:59
Structured Clinical Data Feature Extraction, Aggregation, and Reduction
3:01
Results: Machine Learning Algorithm Performance
3:45
Conclusion
Related Videos
07:15
Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model
6.6K Views
Forecasting Hepatocellular Carcinoma Mortality using a Weighted Regression Model to Estimate Cohort Effects in Taiwan
956 Views
09:49
Dual-phase Cone-beam Computed Tomography to See, Reach, and Treat Hepatocellular Carcinoma during Drug-eluting Beads Transarterial Chemo-embolization
10.2K Views
12:24
A Three-Dimensional Spheroid Model to Investigate the Tumor-Stromal Interaction in Hepatocellular Carcinoma
5.0K Views
07:47
Non-Invasive PET/MR Imaging in an Orthotopic Mouse Model of Hepatocellular Carcinoma
2.1K Views
07:32
Mast Cells in the Microenvironment of Hepatocellular Carcinoma Confer Favorable Prognosis: A Retrospective Study using QuPath Image Analysis Software
1.1K Views
08:54
Treatment of Liver Metastases Using an Internal Target Volume Method for Stereotactic Body Radiotherapy
14.1K Views
06:09
A Three-Dimensional Digital Model for Early Diagnosis of Hepatic Fibrosis Based on Magnetic Resonance Elastography
1.0K Views
08:41
Novel In Vivo Micro-Computed Tomography Imaging Techniques for Assessing the Progression of Non-Alcoholic Fatty Liver Disease
1.0K Views
Trans-Arterial Indocyanine Green Staining for Precise Anatomical Hepatectomy of Liver Segments VII and VIII
88 Views
Copyright © 2025 MyJoVE Corporation. All rights reserved