Hassan Raza: A Smarter Risk Prediction in MPNs Using AI
Hassan Raza, Consultant Hematologist and Transfusion Medicine Specialist, shared on LinkedIn about a recent article by Xuezi Hu et al, published in Blood, adding:
”AI Enhancing Risk Prediction in MPNs
A recent American Society of Hematology (Blood 2025) study introduces MEAM – an AI model analyzing bone marrow morphology in ET and PV.
What it does:
Predicts multiple outcomes:
• Thrombosis/bleeding
• Myelofibrosis progression
• AML transformation
• Overall survival
Why it stands out:
Matches or exceeds traditional models (IPSET, R-IPSET-T)
Improves prediction when combined with clinical scores
Detects high-risk patients missed by conventional tools, especially younger patients
Clinical relevance:
Moves morphology from subjective assessment to a quantifiable, dynamic prognostic tool
Takeaway:
AI-integrated morphology may significantly refine risk stratification and treatment decisions in MPNs.”
Title: Multi-endpoint AI morphology model (MEAM) enhances risk prediction for vascular events and disease progression in MPNs
Authors: Xuezi Hu, Alan Aberdeen, Sharon Ruane, Rosalin Cooper, Timothy Ebsworth, Sanam Loghavi, David Ross, Diana Iarossi, Markus Tiemann, Amin Turki, Andrew Sung, Mingyi Chen, Zijun Xu-Monette, Ken Young, Anna Godfrey, Jyoti Nangalia, Joanna Baxter, Anthony Green, Mary Frances McMullin, Adam Mead, Claire Harrison, Jens Rittscher, Korsuk Sirinukunwattana, Daniel Royston
Stay updated on all scientific advances with Hemostasis Today.
-
Oct 16, 2026, 17:32Shruthi Narayan: STORM-PE and STRIKE-PE Studies Advance Understanding of Recovery After Pulmonary Embolism
-
Oct 16, 2026, 17:22Wolfgang Miesbach։ What a Near-Perfect FISH Score Fails to See
-
Oct 16, 2026, 17:06Troels Wienecke: Connecting Myeloproliferative Disease and Ischemic Stroke
-
Oct 16, 2026, 17:03Only 5 Days Left to Submit Your Research for EAHAD 2027
-
Oct 16, 2026, 16:48Abdul Rahman: Reticulocyte Count and Bone Marrow Activity
-
Oct 16, 2026, 16:44DOAC Adherence in Stroke Patients With Atrial Fibrillation – International Journal of Stroke
-
Oct 16, 2026, 16:22Shannon Farmer: Driving Patient Blood Management Forward in Australia and New Zealand
-
Oct 16, 2026, 16:01Obi Light Ogbonnia: The Greatest Reward Is Changing Lives, Not Winning Awards
-
Oct 16, 2026, 15:18Carmine Liberatore: Limited Accuracy of VTE Risk Scores in Multiple Myeloma