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Exploring data mining and machine learning in gynecologic oncology
Gynecologic (GYN) malignancies are gaining new and much-needed attention, perpetually fueling literature. Intra-/inter-tumor heterogeneity and...
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Mathematical and Computational Oncology Third International Symposium, ISMCO 2021, Virtual Event, October 11–13, 2021, Proceedings
This book constitutes the refereed proceedings of the Third International Symposium on Mathematical and Computational Oncology, ISMCO 2021, held in...
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Clinical Oncology Textual Notes Analysis Using Machine Learning and Deep Learning
Advances in textual classification can foster quality in existing clinical systems. Our research explored experimentally text classification methods...
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Performance evaluation of drug synergy datasets using computational intelligence approaches
Drug synergy has become a promising approach for malignant diseases. This approach can increase therapeutic efficacy, reduce toxicity, and overcome...
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Characterizing emerging companies in computational drug development
Computation promises to accelerate, de-risk and optimize drug research and development. An increasing number of companies have entered this space,...
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A Review of Medical Federated Learning: Applications in Oncology and Cancer Research
Machine learning has revolutionized every facet of human life, while also becoming more accessible and ubiquitous. Its prevalence has had a powerful...
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Dexterity analysis of a continuum robot with closed-solutions for head and neck oncology
Head and neck surgeries require skilled surgeons to avoid facial nerves and blood vessels. Using straight surgical instruments to create a deep and...
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A computational model to identify fertility-related proteins using sequence information
Fertility is the most crucial step in the development process, which is controlled by many fertility-related proteins, including spermatogenesis-,...
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Mathematical and Computational Oncology Second International Symposium, ISMCO 2020, San Diego, CA, USA, October 8–10, 2020, Proceedings
This book constitutes the refereed proceedings of the Second International Symposium on Mathematical and Computational Oncology, ISMCO 2020, which...
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The Role of Patient-Generated Data in Personalized Oncology Care and Research: Opportunities and Challenges for Real-World Implementation
People living with cancer and its associated treatment can experience important physical, psychological, and social burdens. Furthermore, these...
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Run for Your Life – An Integrated Virtual Tissue Platform for Incorporating Exercise Oncology into Immunotherapy
The purpose of this paper is to introduce a novel in silico platform for simulating early stage solid tumor growth and anti-tumor immune response. We...
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C-CADZ: computational intelligence system for coronary artery disease detection using Z-Alizadeh Sani dataset
Coronary artery disease (CAD) is one of the most lethal diseases which is major cause of deaths around the globe. CAD is among such diseases with...
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Innovation in the Field of Oncology: Early Lung Cancer Detection and Classification Using AI
Human society has confronted numerous threats throughout its history, ranging from the Bubonic Plague to the recent COVID-19 pandemic. Despite the...
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Concordance as evidence in the Watson for Oncology decision-support system
Machine learning platforms have emerged as a new promissory technology that some argue will revolutionize work practices across a broad range of...
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Digital twins in medicine
Medical digital twins, which are potentially vital for personalized medicine, have become a recent focus in medical research. Here we present an...
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Arts and Integrative Medicine: A Doctor’s Journey to Healing Mind, Body, and Soul
This chapter explores the arts and integrative medicineIntegrative medicine through a 3D, 360° panorama of computational cultureComputational...
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A Survey on Recent Advancements for AI Enabled Radiomics in Neuro-Oncology
Artificial intelligence (AI) enabled radiomics has evolved immensely especially in the field of oncology. Radiomics provide assistance in diagnosis...
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Opportunities and Advances in Radiomics and Radiogenomics in Neuro-Oncology
Neuro-oncology broadly encompasses life threatening malignancies of the brain and spinal cord including both primary as well as lesions metastasizing...
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Multi-label classification and knowledge extraction from oncology-related content on online social networks
This study aims at automatic processing and knowledge extraction from large amounts of oncology-related content from online social networks (OSN). In...
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Mathematical and Computational Oncology First International Symposium, ISMCO 2019, Lake Tahoe, NV, USA, October 14–16, 2019, Proceedings
This book constitutes the refereed proceedings of the First International Symposium on Mathematical and Computational Oncology, ISMCO'2019, held in...
