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Disease
Goblet Cell Changes by Disease
AI Quantitative Analysis Applications
Dry Eye Disease (DED)
Decrease in goblet cells
Diagnosis, severity classification, treatment response
Performance metrics: Sensitivity 93.2%, Specificity 91.5%, AUC 0.95
Sjögren’s Syndrome
Autoimmune-mediated loss
Differential diagnosis, prognosis prediction
GVHD
Allogeneic immune response
Early diagnosis, immunosuppressant response evaluation
OSD (Ocular Surface Disease)
Inflammatory damage
Differentiation of underlying cause, treatment decision
Chemotherapy-Induced Toxicity
Toxicity/Inflammation
Adverse effect monitoring, drug management
Disease
Dry Eye Disease (DED)
Goblet Cell Changes by Disease
Decrease in goblet cells
AI Quantitative Analysis Applications
Diagnosis, severity classification, treatment response
Performance metrics: Sensitivity 93.2%, Specificity 91.5%, AUC 0.95
Disease
Sjögren’s Syndrome
Goblet Cell Changes by Disease
Autoimmune-mediated loss
AI Quantitative Analysis Applications
Differential diagnosis, prognosis prediction
Disease
GVHD
Goblet Cell Changes by Disease
Allogeneic immune response
AI Quantitative Analysis Applications
Early diagnosis, immunosuppressant response evaluation
Disease
OSD (Ocular Surface Disease)
Goblet Cell Changes by Disease
Inflammatory damage
AI Quantitative Analysis Applications
Differentiation of underlying cause, treatment decision
Disease
Chemotherapy-Induced Toxicity
Goblet Cell Changes by Disease
Toxicity/Inflammation
AI Quantitative Analysis Applications
Adverse effect monitoring, drug management