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デジタル病理学

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Decoding Dementia in Lewy Body Disease: The Interplay of Quantitative Pathology, APOE Genotype, and Disease Heterogeneity

Posted inClinical Updates Neurology news Pathology & Lab Medicine

Decoding Dementia in Lewy Body Disease: The Interplay of Quantitative Pathology, APOE Genotype, and Disease Heterogeneity

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By MedXY 04/02/2026

Recent advances in digital pathology and machine learning reveal that APOE ε4 promotes proteinopathy and modifies dementia thresholds, while multi-modal trajectories suggest distinct pathways for disease progression in Lewy body disease.

Multimodal AI Outperforms Clinical Nomograms in Predicting Metastasis for Post-Prostatectomy Biochemical Recurrence

Posted inAI news Oncology Urology

Multimodal AI Outperforms Clinical Nomograms in Predicting Metastasis for Post-Prostatectomy Biochemical Recurrence

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By MedXY 01/10/2026

A validated multimodal AI model using digital pathology and clinical data significantly improves risk stratification for prostate cancer patients with biochemical recurrence, identifying those who derive the greatest benefit from salvage hormone therapy.

Most Patients With Uncertain Response After Neoadjuvant Chemoradiotherapy for Esophageal Cancer Still Harbor Residual Disease
Molecular and Spatial Differences in the Tumor Microenvironment of High-Grade Serous Ovarian Cancer With Short vs Long-Term Survival
Proteinuria in Preeclampsia and Long-Term Risk of Maternal Kidney and Cardiovascular Disease
Does the order of ablation of vein-to-vein placental connections during fetoscopic laser photocoagulation affect outcomes in twin-twin transfusion syndrome?
Prepregnancy Insulin Resistance and Fertility Outcomes in Women With PCOS

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