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Machine Learning With Radiation Oncology Big Data

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Book Series: Frontiers Research Topics ISSN: 16648714 ISBN: 9782889457304 Year: Pages: 146 DOI: 10.3389/978-2-88945-730-4 Language: English
Publisher: Frontiers Media SA
Subject: Medicine (General) --- Oncology
Added to DOAB on : 2019-01-23 14:53:43
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Abstract

Radiation oncology is uniquely positioned to harness the power of big data as vast amounts of data are generated at an unprecedented pace for individual patients in imaging studies and radiation treatments worldwide. The big data encountered in the radiotherapy clinic may include patient demographics stored in the electronic medical record (EMR) systems, plan settings and dose volumetric information of the tumors and normal tissues generated by treatment planning systems (TPS), anatomical and functional information from diagnostic and therapeutic imaging modalities (e.g., CT, PET, MRI and kVCBCT) stored in picture archiving and communication systems (PACS), as well as the genomics, proteomics and metabolomics information derived from blood and tissue specimens. Yet, the great potential of big data in radiation oncology has not been fully exploited for the benefits of cancer patients due to a variety of technical hurdles and hardware limitations.With recent development in computer technology, there have been increasing and promising applications of machine learning algorithms involving the big data in radiation oncology. This research topic is intended to present novel technological breakthroughs and state-of-the-art developments in machine learning and data mining in radiation oncology in recent years.

Bioengineering Liver Transplantation

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ISBN: 9783039217441 / 9783039217458 Year: Pages: 132 DOI: 10.3390/books978-3-03921-745-8 Language: eng
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: Science (General) --- Biology
Added to DOAB on : 2019-12-09 11:49:16
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The aim of this Special Issue is to review, understand, and evaluate new and exciting opportunities from the field on regenerative medicine, biomaterials, and stem cell research for the bioengineering of human liver grafts that can be applied for transplantation and personalized treatment of end-stage liver disease.The development of culture conditions for long-term expansion of LGR5+ intestinal stem cells as crypt-villus structures demonstrated the feasibility of deriving complex, organ-like structures in vitro from primary adult tissues, including the liver. Moreover, human pluripotent stem cells (hPSCs) can be applied to generate functionally maturated liver and bile duct epithelial cells.In this Special Issue, we welcome reviews and original papers focussing on hepatic cell sources, including adult hepatic stem cells, organoids, fetal and induced pluripotent stem cells, and primary cells (i.e., hepatocytes, cholangiocytes, and endothelial cells) and how these cells can be applied in tissue engineering strategies to generate implantable and personalized liver grafts. Potential topics include, but are not limited to, the following: liver tissue engineering, liver regeneration, graft repair, liver stem cells and organoids, bio-scaffolds, and 3D printing.We invite you to contribute original research papers, as well as comprehensive reviews, aligned with these themes, to advance and improve the actual state-of-the-art in liver bioengineering and providing new opportunities for the imminent medical problem of organ and tissue shortage for transplantation.

Hurdles for Phage Therapy (PT) to Become a Reality

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ISBN: 9783039213917 / 9783039213924 Year: Pages: 484 DOI: 10.3390/books978-3-03921-392-4 Language: eng
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: Science (General) --- Biology --- Microbiology
Added to DOAB on : 2019-12-09 11:49:15
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Alternative treatment modes for antibiotic-resistant bacterial pathogens have become a public health priority. Bacteriophages are bacterial viruses that infect and lyse bacterial cells. Since bacteriophages are frequently bacterial host species-specific and can often also infect antibiotic-resistant bacterial cells, they could represent ideal antimicrobials for fighting the antibiotic resistance crisis. The medical use of bacteriophages has become known as phage therapy. It is widely used in Russia, where phage cocktails are sold in pharmacies as an over-the-counter drug. However, no phage product has been registered for medical purposes outside of the former Soviet Union. The current Special Issue of Viruses contains a collection of papers from opinion leaders in the field who explore hurdles to the introduction of phage therapy in western countries. The articles cover diverse topics ranging from patent to regulatory issues, the targeting of suitable bacterial infections, and the selection and characterization of safe and efficient phage cocktails. Phage resistance is discussed, and gaps in our knowledge of phage–bacterium interactions in the mammalian body are revealed, while other articles explore the use of phages in food production and processing.

Keywords

Staphylococcus aureus --- bacteriophage --- phage therapy --- vB_SauM-fRuSau02 --- Twortlikevirus --- antibiotic --- antimicrobial resistance --- magistral preparation --- compounding pharmacy --- phage therapy --- regulatory framework --- personalized medicine --- bacteriophage --- phage --- horizontal gene transfer --- co-evolution --- phage therapy --- industrial phage application --- antimicrobial resistance (AMR) --- Germany --- pH stability --- phage-host interactions --- genomics --- antibiotic-resistance --- phage preparation --- lysins --- biofilms --- typhoid fever --- Salmonella Typhi --- extended-spectrum beta lactamases (ESBL) --- Democratic Republic of the Congo --- bacteriophages --- MALDI-MS --- Staphylococcus --- bacteriophages --- phage therapy --- Kayvirus --- Viral proteins --- bacteriophage --- therapy --- phage therapy --- bacterial disease --- infection --- target selection --- Bacteriophage --- phage therapy --- resistance --- adaptation --- prophage --- production --- regulation --- phage therapy --- viral genomes --- best practices --- IND --- high-throughput sequencing --- bacteriophages --- phages --- food safety --- foodborne illness --- phage therapy --- history of science --- science communication --- bacteriophage --- phage therapy --- sustainable agriculture --- zoonosis --- antibiotic resistance --- phage therapy --- experimental therapy --- phage cocktails --- anti-phage antibodies --- prophage --- immunomodulation --- phage therapy --- evolution --- bacterial resistance --- virulence --- Listeria ivanovii --- bacteriophages --- alginate --- production --- disinfection --- phagodisinfection --- virus–host interactions --- bacteriophage efficacy --- gastrointestinal tract --- phage therapy --- bacteriophage --- phage therapy --- antimicrobial resistance --- antibiotic --- global health --- developing countries --- infectious disease --- bacteriophage --- phage --- phage therapy --- phage-resistance --- phage therapy --- bacterial infection --- capsule depolymerase --- antibiotic --- animal model --- bacterial resistance --- bacteriophage --- immunology --- innate immunity --- adaptive immunity --- human host --- phage-human host interaction --- bacterial infection --- antibiotic resistance --- bacteriophage --- antibiotic therapy --- phage therapy --- cases report --- abortive infection --- prophage --- adsorption --- Enterococcus --- rhamnopolysaccharide --- bacteriophage --- phage therapy --- Staphylococcus aureus --- biofilm --- antimicrobial --- frequency of resistance --- phage sensitivity --- resistance management --- nontraditional antibacterial --- bacteriophages --- phage therapy --- antibiotic resistance --- Pseudomonas aeruginosa --- Escherichia coli --- Staphylococcus aureus --- Brussels --- Belgium --- phage biocontrol --- patent landscape --- crop production --- bacteriophage --- phage therapy --- multidrug-resistant bacteria --- antimicrobial resistance --- bacteriophage therapy --- compassionate use --- antibiotic resistance --- phage therapy --- PTMP --- ATMP --- regulatory framework --- pharmaceutical paradigm shift --- clinical trial --- magistral formula --- personalized medicine --- phage therapy --- E. faecalis --- OrthoMCL --- antimicrobial resistance --- capsule --- Galleria mellonella --- Klebsiella pneumoniae --- phage therapy --- n/a --- antimicrobial resistance --- bacteriophage --- personalised medicines --- phage therapy --- pharmaceutical legislation --- regulatory framework

Molecular Research of Endometrial Pathophysiology

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ISBN: 9783039214952 / 9783039214969 Year: Pages: 378 DOI: 10.3390/books978-3-03921-496-9 Language: eng
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: Social Sciences --- Sociology
Added to DOAB on : 2019-12-09 16:10:12
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The endometrium has been the subject of intense research in a variety of clinical settings, because of its importance in the reproductive process and its role in women’s health. In the past 15 years, significant efforts have been invested in defining the molecular phenotype of the receptive phase endometrium as well as of various endometrial pathologies. Although this has generated a wealth of information on the molecular landscape of human endometrium, there is a need to complement this information in light of the novel methodologies and innovative technical approaches. The focus of this International Journal of Molecular Sciences Special Issue is on molecular and cellular mechanisms of endometrium and endometrium-related disorders. The progress made in the molecular actions of steroids, in the metabolism of steroids and intracrinology, in endometrial intracellular pathways, in stem cells biology, as well as in the molecular alterations underlying endometrium-related pathologies has been the focus of the reviews and papers included.

Keywords

RANK --- endometrium --- endometrial cancer --- prognosis --- immunohistochemistry --- gene expression --- endometriosis --- developmental pathway --- pathogenomics --- mesenchymal stem cells --- endometrial cancer --- mtDNA mutations --- deficit of complex I --- antioxidant response --- mitochondrial biogenesis --- mitochondrial dynamics --- mitophagy --- miRNA --- lncRNAs --- endometrial cancer --- endometriosis --- chronic endometritis --- cell contacts --- tight junction --- adherens junction --- gap junction --- endometrium --- implantation --- decidualization --- endometriosis --- endometrial cancer --- liquid biopsy --- uterine aspirate --- circulating tumour cells (CTCs) --- circulating tumour DNA (ctDNA) --- exosomes --- Vitamin D --- endometrium --- endometrial cancer --- endometrial cancer --- preclinical models --- translational research --- endometrial cancer --- type II endometrial carcinoma --- targeted therapy --- kinase inhibitor --- molecular marker --- protein kinase --- protein phosphatase --- PP2A --- PPP2R1A --- SMAP --- endometriosis --- infertility --- niche --- inflammation --- immunomodulation --- mesenchymal stem cell --- orthoxenograft --- uterine cancer --- avatar --- murine models --- personalized medicine --- targeted therapy --- preclinical studies --- translational research --- endometriosis --- TRP channels --- endometrial stromal cells --- eutopic and ectopic endometrium --- endometrial cell --- pathway --- proliferation --- decidualization --- migration --- angiogenesis --- regeneration --- breakdown --- implantation --- endometrial cancer --- orthotopic xenograft model --- estrogen dependent --- bioluminescence imaging --- contrast-enhanced CT scan --- endometrium --- adult stem cells --- endometrial regeneration --- stem cell markers --- endometriosis --- endometrial cancer --- decidualisation --- oestradiol --- aromatase --- testosterone --- dehydroepiandrosterone (DHEA) --- endometriosis --- endometrial cancer --- sulfatase --- endometriosis --- ectopic stroma --- microRNA --- small RNA sequencing --- EDN1 --- HOXA10 --- miR-139-5p --- miR-375 --- CTCF --- tumour suppressor gene --- haploinsufficiency --- zinc finger --- CRISPR/Cas9 --- cancer --- endometrial cancer --- gene editing --- phosphoinositide 3-kinase --- PIK3CA --- PIK3CB --- p110? --- p110? --- endometrial cancer --- LGR5 --- endometrium --- endometriosis --- menstrual cycle --- macrophages

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