Applications of deep learning into supply chain management: a systematic literature review and a framework for future research

F Hosseinnia Shavaki… - Artificial Intelligence …, 2023 - Springer
In today's complex and ever-changing world, Supply Chain Management (SCM) is
increasingly becoming a cornerstone to any company to reckon with in this global era for all …

[HTML][HTML] Artificial neural networks in supply chain management, a review

M Soori, B Arezoo, R Dastres - Journal of Economy and Technology, 2023 - Elsevier
Abstract Artificial Neural Networks (ANNs) are a type of machine learning algorithm inspired
by the structure and function of the human brain. In the context of supply chain management …

A review of blood delivery for sustainable supply chain management (BSCM)

SY Alghamdi - Sustainability, 2023 - mdpi.com
The management and supply of blood are critical yet considered a challenging exercise
within the healthcare industry. The inventory managers within the sector concerned with …

A systematic literature review of the blood supply chain through bibliometric analysis and taxonomy

G Imamoglu, YI Topcu, N Aydin - Systems, 2023 - mdpi.com
The blood supply chain is an inseparable part of health systems. The importance of blood
and the difficulties of managing the blood supply chain have led to numerous publications …

A proposed multi-level predictive WKM_ID3 algorithm, towards enhancing supply chain management in healthcare field

AE Khedr, YS Alsahafi, AM Idrees - IEEE Access, 2023 - ieeexplore.ieee.org
This research proposes a multi-level predictive algorithm based on the k-means algorithm
with multiple adaptations. The research highlights the main limitations of k-means and …

Designing an optimal model of blood logistics management with the possibility of return in the three-level blood transfusion network

M Ahmadimanesh, HR Safabakhsh… - BMC Health Services …, 2023 - Springer
Background Inventory managers in the blood supply chain always endeavor to provide their
clients with prompt and appropriate responses. On the other hand, timely and regular blood …

[HTML][HTML] Impact of natural disasters and pandemics on blood supply: A systematic review

FT Vasconcelos, HM Faddy, KMD Merollini… - Health Sciences …, 2023 - Elsevier
Background Natural disasters and pandemics can be highly challenging to blood supply
chains. This review aimed to assess the impacts of pandemics and natural disasters on …

A robust autonomous method for blood demand forecasting

EV Turkulainen, ML Wemelsfelder, MP Janssen… - …, 2022 - Wiley Online Library
Background Blood supply chain management requires estimates about the demand of blood
products. The more accurate these estimates are, the less wastage and fewer shortages …

Platelet inventory management with demand and supply uncertainty and variable pricing considerations

CBC Mallari, MCCB Alegre, KG Chuang… - … and Apheresis Science, 2023 - Elsevier
Managing the inventory of blood is a crucial operation in hospitals owing to its significance
in medical treatment. At the same time, blood is characterized by unique attributes, such as …

Design an Effective Blood Distribution Network with Minimal Impacts on the Environment and Blood Supply Assurance

X Zheng, S Qin, Y Zhang - Journal of Environmental and Public …, 2022 - Wiley Online Library
As the world's population grows, resulting in the aggravating trend of aging population, it
brings with it an increase in the demand for blood. Nowadays, in most cities, the blood …