Related Experiment Video
Updated: Mar 17, 2026
Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model
Published on: August 16, 2020
Machine learning approaches in medical image analysis: From detection to diagnosis
1Biomedical Imaging Group Rotterdam, Departments of Medical Informatics, Radiology & Nuclear Medicine, Erasmus MC-University Medical Center Rotterdam, The Netherlands; The Image Section, Department of Computer Science, University of Copenhagen, Denmark.
Abstract:
Machine learning approaches are increasingly successful in image-based diagnosis, disease prognosis, and risk assessment. This paper highlights new research directions and discusses three main challenges related to machine learning in medical imaging: coping with variation in imaging protocols, learning from weak labels, and interpretation and evaluation of results.
More Related Videos
04:48Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography
Published on: November 30, 2022
04:09Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma
Published on: October 10, 2018