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Advancing Prognostication in Transthyretin Amyloid Cardiomyopathy: A Machine Learning Risk Prediction Model
Cardiologymachine learningPrognostic Model

Advancing Prognostication in Transthyretin Amyloid Cardiomyopathy: A Machine Learning Risk Prediction Model

By MedXY|Aug 30, 2026

A novel machine learning-based model demonstrates improved risk prediction in transthyretin amyloid cardiomyopathy, surpassing traditional staging systems and supporting personalized patient management.

A Comprehensive Prognostic Model for Predicting Leukemia-Free Survival Following Allogeneic Hematopoietic Cell Transplantation in Acute Leukemia
Hematology-Oncology
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acute leukemia
Allogeneic Hematopoietic Cell Transplantation

A Comprehensive Prognostic Model for Predicting Leukemia-Free Survival Following Allogeneic Hematopoietic Cell Transplantation in Acute Leukemia

By MedXY|Jul 7, 2026

This article discusses a novel holistic H-score prognostic model integrating patient, disease, and treatment factors to predict leukemia-free survival after allogeneic transplantation in acute leukemia, enhancing risk stratification beyond

Beyond Standard Staging: A Novel Genetics-Based Model Refines Prognosis for AML Patients Treated with Venetoclax and Hypomethylating Agents
Hematology-Oncologyacute myeloid leukemiagenomic profiling

Beyond Standard Staging: A Novel Genetics-Based Model Refines Prognosis for AML Patients Treated with Venetoclax and Hypomethylating Agents

By MedXY|Feb 18, 2026

A newly developed prognostic model integrates mutational and cytogenetic data to accurately predict survival in AML patients receiving HMA/VEN therapy, offering superior risk stratification into low-, intermediate-, and high-risk categories

Real-time Sepsis Risk Prediction in Acute Gastrointestinal Bleeding: A Validated Dynamic Monitoring Tool That Improves Early Stratification
Critical CarePrognostic Model

Real-time Sepsis Risk Prediction in Acute Gastrointestinal Bleeding: A Validated Dynamic Monitoring Tool That Improves Early Stratification

By MedXY|Dec 2, 2025

A multicenter Chinese study developed and validated a real-time nomogram that predicts sepsis in acute gastrointestinal bleeding (AGIB) using clinical and laboratory variables; the tool showed strong discrimination (AUCs 0.827–0.884), good

Predicting Rare but Serious Harm: A Validated 100‑Day Risk Model for Allopurinol‑Induced Severe Cutaneous Adverse Reactions
DermatologyCKDPrognostic Model

Predicting Rare but Serious Harm: A Validated 100‑Day Risk Model for Allopurinol‑Induced Severe Cutaneous Adverse Reactions

By MedXY|Dec 1, 2025

A large UK cohort study developed and externally validated a 100‑day prognostic model for allopurinol‑induced severe cutaneous adverse reactions (SCAR). Key predictors include age, CKD stage, high initial dose, and Asian ethnicity; discrimi

Thyroid Hormone Levels as Predictors of Long-Term Outcomes in Chronic Critical Illness
Clinical UpdatesChronic Critical IllnessPrognostic Model

Thyroid Hormone Levels as Predictors of Long-Term Outcomes in Chronic Critical Illness

By MedXY|Oct 5, 2025

Low FT3 and FT4 levels in chronic critical illness correlate with increased 90-day mortality, supporting thyroid function as a valuable prognostic marker and guide for early clinical intervention.

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