Volume 328, Issue 1 | Annals of Operations Research

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Volume 328, Issue 1

September 2023

Advances of Machine Learning and Optimization in Healthcare Systems and Medicine

Issue Editors:

Gerhard-Wilhelm Weber,
HAMID ARABNIA,
Nadi Serhan Aydın,
Erfan Babaee Tirkolaee

33 articles in this issue

Preface: advances of machine learning and optimization in healthcare systems and medicine
Gerhard-Wilhelm Weber
Hamid Arabnia
Erfan Babaee Tirkolaee
Preface 12 July 2023 Pages: 1 - 2
An efficient healthcare chain design for resolving the patient scheduling problem: queuing theory and MILP-ASA optimization approach
Ali Ala
Morteza Yazdani
Mahdi Yousefi Nejad Attari
Original Research 29 March 2023 Pages: 3 - 33
Viable healthcare supply chain network design for a pandemic
Mehdi Alizadeh
Mir Saman Pishvaee
Ahmad Makui
Original Research Open access 09 September 2022 Pages: 35 - 73
A two-stage decision-support approach for improving sustainable last-mile cold chain logistics operations of COVID-19 vaccines
Eugenia Ama Andoh
Hao Yu
Original Research Open access 21 August 2022 Pages: 75 - 105
Using network data envelopment analysis to assess the sustainability and resilience of healthcare supply chains in response to the COVID-19 pandemic
Majid Azadi
Zohreh Moghaddas
Alessio Ishizaka
Original Research 21 October 2022 Pages: 107 - 150
An ensemble method of the machine learning to prognosticate the gastric cancer
Hirad Baradaran Rezaei
Alireza Amjadian
Abolfazl Gharaei
Original Research 17 September 2022 Pages: 151 - 192
Data analytics during pandemics: a transportation and location planning perspective
Elif Bozkaya
Levent Eriskin
Mumtaz Karatas
Original - Survey or Exposition 01 August 2022 Pages: 193 - 244
A simulation-deep reinforcement learning (SiRL) approach for epidemic control optimization
Sabah Bushaj
Xuecheng Yin
İ. Esra Büyüktahtakın
Original Research 26 September 2022 Pages: 245 - 277
Prioritization of healthcare systems during pandemics using Cronbach’s measure based fuzzy WASPAS approach
Muhammet Deveci
Raghunathan Krishankumar
Rumeysa Tuna Deveci
Original Research Open access 03 May 2022 Pages: 279 - 307
Deep learning and hyperparameter optimization for assessing one’s eligibility for a subcutaneous implantable cardioverter-defibrillator
Anthony J. Dunn
Stefano Coniglio
Alain B. Zemkoho
Original Research Open access 24 May 2023 Pages: 309 - 335
A data-driven optimization model to response to COVID-19 pandemic: a case study
Amin Eshkiti
Fatemeh Sabouhi
Ali Bozorgi-Amiri
Original Research 09 June 2023 Pages: 337 - 386
Diabetic patient review helpfulness: unpacking online drug treatment reviews by text analytics and design science approach
Yi Feng
Yunqiang Yin
Ajay Kumar
Original Research 19 December 2022 Pages: 387 - 418
Data-driven analysis of influence between radiologists for diagnosis of breast lesions
Chao Fu
Dongyue Wang
Wenjun Chang
Original Research 06 December 2022 Pages: 419 - 449
EEG signal classification via pinball universum twin support vector machine
M. A. Ganaie
M. Tanveer
Jatin Jangir
Original Research 19 August 2022 Pages: 451 - 492
A robust possibilistic programming framework for designing an organ transplant supply chain under uncertainty
Alireza Goli
Ali Ala
Seyedali Mirjalili
Original Research 29 July 2022 Pages: 493 - 530
Designing an integrated responsive-green-cold vaccine supply chain network using Internet-of-Things: artificial intelligence-based solutions
Fariba Goodarzian
Ali Navaei
Jesús Muñuzuri
Original Research 05 May 2022 Pages: 531 - 575
A framework for the estimation of treatment costs of cardiovascular conditions in the presence of disease transition
Mohit Goswami
Yash Daultani
Saurabh Pratap
Original Research Open access 23 August 2022 Pages: 577 - 616
A novel deep neural network model based Xception and genetic algorithm for detection of COVID-19 from X-ray images
Burak Gülmez
Original Research 25 December 2022 Pages: 617 - 641
Stochastic weekly operating room planning with an exponential number of scenarios
Hossein Hashemi Doulabi
Soheyl Khalilpourazari
Original Research 18 April 2022 Pages: 643 - 664
Two new feature selection methods based on learn-heuristic techniques for breast cancer prediction: a comprehensive analysis
Kamyab Karimi
Ali Ghodratnama
Reza Tavakkoli-Moghaddam
Original Research 14 September 2022 Pages: 665 - 700
A flexible robust model for blood supply chain network design problem
Soheyl Khalilpourazari
Hossein Hashemi Doulabi
Original Research 21 April 2022 Pages: 701 - 726
A hybrid heuristic approach to master surgery scheduling with downstream resource constraints and dividable operating room blocks
Kamran Kianfar
Arezoo Atighehchian
Original Research 10 June 2023 Pages: 727 - 754
A multi-objective location-routing model for dental waste considering environmental factors
Ghazale Kordi
Parsa Hasanzadeh-Moghimi
Ebrahim Asadi-Gangraj
Original Research 30 June 2022 Pages: 755 - 792
Development of a new personalized staff-scheduling method with a work-life balance perspective: case of a hospital
Halil İbrahim Koruca
Murat Serdar Emek
Esra Gulmez
Original Research 28 February 2023 Pages: 793 - 820
Minimizing patients total clinical condition deterioration in operating theatre departments
Omolbanin Mashkani
Andreas T. Ernst
Hanyu Gu
Original Research Open access 18 November 2022 Pages: 821 - 857
Robust possibilistic programming to design a closed-loop blood supply chain network considering service-level maximization and lateral resupply
Mohsen Momenitabar
Zhila Dehdari Ebrahimi
Jeremy Mattson
Original Research 17 September 2022 Pages: 859 - 901
Resilient and social health service network design to reduce the effect of COVID-19 outbreak
Seyyed-Mahdi Hosseini-Motlagh
Mohammad Reza Ghatreh Samani
Behnam Karimi
Original Research 09 May 2023 Pages: 903 - 975
Supplier selection in healthcare supply chain management during the COVID-19 pandemic: a novel fuzzy rough decision-making approach
Dragan Pamucar
Ali Ebadi Torkayesh
Sanjib Biswas
Original Research 12 January 2022 Pages: 977 - 1019
MRFE-CNN: multi-route feature extraction model for breast tumor segmentation in Mammograms using a convolutional neural network
Ramin Ranjbarzadeh
Nazanin Tataei Sarshar
Malika Bendechache
Original Research 26 May 2022 Pages: 1021 - 1042
Using machine learning in prediction of ICU admission, mortality, and length of stay in the early stage of admission of COVID-19 patients
Sara Saadatmand
Khodakaram Salimifard
Akram Farhadi
Original Research 29 September 2022 Pages: 1043 - 1071
Big data analytics and the effects of government restrictions and prohibitions in the COVID-19 pandemic on emergency department sustainable operations
Görkem Sariyer
Mustafa Gokalp Ataman
Manoj Dora
Original Research 15 September 2022 Pages: 1073 - 1103
Locating a disinfection facility for hazardous healthcare waste in the COVID-19 era: a novel approach based on Fermatean fuzzy ITARA-MARCOS and random forest recursive feature elimination algorithm
Vladimir Simic
Ali Ebadi Torkayesh
Abtin Ijadi Maghsoodi
Original Research 08 July 2022 Pages: 1105 - 1150
National IoMT platform strategy portfolio decision model under the COVID-19 environment: based on the financial and non-financial value view
Chih-Hao Yang
Yen-Yu Liu
Ya-Wen Su
Original Research 15 October 2022 Pages: 1151 - 1179