Development of a Novel Ulcerative Colitis Endoscopic Mayo Score Prediction Model Using Machine Learning

Keyphrases

• Area under the Curve 33%
• Classification Labels 16%
• Co-primary 16%
• Disease Registration 16%
• Endoscopic Diagnosis 16%
• Endoscopic Disease Activity 33%
• Full Test 16%
• Human Expert 16%
• Inflammatory Bowel Disease 16%
• Interobserver Variability 16%
• Machine Learning 100%
• Machine Learning Approach 16%
• Machine Learning Models 16%
• Mayo Score 100%
• Mirikizumab 16%
• Model Performance 16%
• Negative Predictive Value 33%
• Phase II Trial 16%
• Positive Predictive Value 33%
• Prediction Model 100%
• Registration Trial 16%
• Score Prediction 100%
• Training Model 16%
• Ulcerative Colitis 100%
• Video Annotation 33%

Medicine and Dentistry

• Disease 100%
• Disease Activity 66%
• Inflammatory Bowel Disease 33%
• Mirikizumab 33%
• Patient with Ulcerative Colitis 33%
• Phase II Trials 33%
• Ulcerative Colitis 100%

Biochemistry, Genetics and Molecular Biology

• Phase II Trials 100%