From demand forecasting to inventory ordering decisions for red blood cells through integrating machine learning, statistical modeling, and inventory optimization

Neural network predicts need for red blood cell transfusion for patients with acute gastrointestinal bleeding admitted to the intensive care unit

(2021) Dennis Shung et al.   Scientific Reports

Ability of a Machine Learning Algorithm to Predict the Need for Perioperative Red Blood Cells Transfusion in Pelvic Fracture Patients: A Multicenter Cohort Study in China

(2021) Xueyuan Huang et al.   Frontiers in Medicine

A decision integration strategy for short-term demand forecasting and ordering for red blood cell components

(2021) Na Li et al.   Operations Research for Health Care

Prediction of perioperative transfusions using an artificial neural network

(2020) Steven Walczak et al.   PLoS One

The demand and supply of blood in India

(2020) Joy John Mammen et al.   Lancet Haematology

Effects of the COVID-19 pandemic on supply and use of blood for transfusion

(2020) Simon J Stanworth et al.   Lancet Haematology

Democratizing EHR analyses with FIDDLE: a flexible data-driven preprocessing pipeline for structured clinical data

(2020) Shengpu Tang et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Three neglected numbers in the CBC: The RDW, MPV, and NRBC count

(2019) J. E. MAY et al.   CLEVELAND CLINIC JOURNAL OF MEDICINE

Review of current transfusion therapy and blood banking practices

(2019) Emily K. Storch et al.   BLOOD REVIEWS

Efficiency of blood utilization in elective surgical patients

(2019) Kibruyisfaw Zewdie et al.   BMC HEALTH SERVICES RESEARCH

The global need and availability of blood products: a modelling study

(2019) Nicholas Roberts et al.   Lancet Haematology

Platelet Transfusion for Patients With Cancer: American Society of Clinical Oncology Clinical Practice Guideline Update

(2018) Charles A. Schiffer et al.   JOURNAL OF CLINICAL ONCOLOGY

Threshold-Based Allocation Policies for Inventory Management of Red Blood Cells

(2018) Vahid Sarhangian et al.   M&SOM-Manufacturing & Service Operations Management

Order consolidation for the last-mile split delivery in online retailing

(2018) Yuankai Zhang et al.   TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW

Big data modeling to predict platelet usage and minimize wastage in a tertiary care system

(2017) Leying Guan et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Clinical Practice Guidelines From the AABB

(2016) Jeffrey L. Carson et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Platelet Transfusion: A Clinical Practice Guideline From the AABB

(2015) Richard M. Kaufman et al.   ANNALS OF INTERNAL MEDICINE

Hybrid prediction model with missing value imputation for medical data

(2015) Archana Purwar et al.   EXPERT SYSTEMS WITH APPLICATIONS

Challenges in the management of the blood supply

(2013) Lorna M Williamson et al.   LANCET

The National Heart, Lung, and Blood Institute Recipient Epidemiology and Donor Evaluation Study (REDS-III): a research program striving to improve blood donor and transfusion recipient outcomes

(2013) Steven Kleinman et al.   TRANSFUSION

The epidemiology of blood component transfusion in Catalonia, Northeastern Spain

(2010) M. Alba Bosch et al.   TRANSFUSION