AbstractObjective: Computed Tomography (CT) is a common diagnostic technique used in the detection and staging of tumors in patients. Multi-phasic follow-up scans are routinely performed in oncology patients and the consequent cumulative exposure to ionising radiation remains of clinical concern. However, reduction in dose to patients has become possible with the emergence of ongoing innovative multi-detector technologies such as Dual Energy Computed Tomography (DECT) and the various post-processing algorithms it entails. The aim of this paper is to perform a critical review of the current published data addressing the various possibilities in the use of DECT relevant to oncology imaging.Results: A number of studies were analysed and discussed. The overall consensus demonstrated promising dose saving and image optimising possibilities with the utilisation of DECT over conventional single energy CT. However, technical and patients physical parameters where of limitation in producing accurate dose saving possibilities in oncological patients over a large consensus.Conclusion: DECT has proven to significantly reduce radiation dose to oncology patients whilst still maintaining the diagnostic acceptability required to make a diagnosis. Nevertheless, optimisation of images is only possible in patients that have a relatively low body mass index, due to the technical constraints imposed by DECT scanners.IntroductionComputed Tomography (CT) is routinely favoured by physicians as an imaging modality of choice for the diagnosis, staging and accurate treatment monitoring of oncology patients due to its fast acquisition time, reliability and widespread availability (Mettler et al, 2009).Through recent years with ongoing technological advancement and increasing awareness of the radiation risks associated with ionising radiation imposed by CT scans, the lenience towards dose optimising strategies has become more warranted (Henzler, Fink, Schoenberg, & Schoepf, 2012).Since its introduction in 2006, dual energy computed tomography (DECT) has achieved ongoing clinical significance and widespread diagnostic application throughout the healthcare system. DECT utilises two different x-ray tubes, each utilising two different voltages, to simultaneously acquire multiple energy data of a given anatomic area in a single CT acquisition (Henzler, Fink, Schoenberg, & Schoepf, 2012).These technical specifications of DECT provide information on the different chemical composition of tissues based on differences in photo absorption. The utilisation of two x-ray tubes operating at different tube potentials, one high and one low, allows for the exploitation of the attenuation differences of materials in relation to their atomic number (Graser et al, 2009).This paves the way for a spectrum of post processing techniques that enable the 3 material decomposition of iodine, calcium, or uric acid in the image (Graser et al, 2010). These post processing algorithms enable specific materials, such as iodine to be identified on contrast scans and either selective removed to produce virtual unenhanced images or selectively displayed as material specific data set to produce iodine maps (Mileto, Nelson, Paulson & Marin, 2014). This offers promising applications in imaging of oncology patients for accurate tumour detection and characterisation while concurrently reducing radiation dose (Simmons, Kachelrib & Schlemmer, 2014). The calculation of virtual unenhanced images may obviate the need for conventional pre-contrast scans. This is of particular significance for oncology patients who often require follow up scans. Virtual unenhanced images provide the possibility of reducing routinely done tri-phasic scans to bi-phasic scans, eliminating the extra radiation dose imposed by the pre-contrast scan (De Cecco et al, 2010).Furthermore, colour coded iodine maps can be used to assess tumour vascularity and has potential application in the assessment of treatment response of tumours to chemotherapy by measuring the iodine distribution within active tumors (Simons, KachelrieB & Schlemmer, 2014). Additionally, iodine maps could potentially allow radiologists to determine the presence of enhancement within anatomical masses such as renal without the need for CT Hounsfield quantification on both pre-contrast and contrast enhanced images (Graser et al, 2010). This allows for better management of workflow and provides addition information in the management of patients response to radiation therapy for better planning and prediction of tumour recurrence (Odisio et al, 2018).The promising possibilities for optimising oncology imaging using DECT has sparked interest in the medical and research community and numerous studies have been published on this topic. The purpose of this review is to assess the image quality and dose reduction possibilities of DECT scans in reference to oncology patients, as well as the potential shortcomings.DiscussionThe selective literatures reviewed all collectively highlight that there is no additional increase in radiation exposure when DECT is employed over conventional single energy CT. However, it is the capability of DECT to provide additional post-processing flexibility compared to conventional single energy CT scans which allows for additional clinical information to be gained which subsequently enables the optimisation of radiation dose to patients (Henzler, Fink, Schoenberg & Schoepf, 2012).Virtual unenhanced imaging and its dose saving potentials to patients within its use in clinical practice, is one primary example of a post processing techniques widely investigated among the literature reviewed. Typical CT examinations, in particular of lesions characterisation of the liver and kidney parenchyma, tri-phasic scans are performed consisting of; pre-contrast, arterial and portal venous phase scans. With virtual unenhanced imaging, DECT allows the creation of the equivalent of a pre-contrast scan from a contrast enhanced DECT dataset. This poses significant radiation dose optimising possibilities, particularly for follow up examinations in oncology patients, as it eliminates the need for any prior non-contrast scans.De Cecco et al (2010) published a study assessing the image quality and noise comparatively between conventional and virtual unenhanced images in subjects who underwent DECT of the liver. In this study, triple study protocols were compared to dual-phase protocols, with the replacement of liver unenhanced CT with virtual unenhanced CT. The study was conducted using 40 participants with known or suspected liver lesions who all underwent tri-phasic abdominal imaging consisting of a conventional unenhanced, arterial and DE portal venous phase scan. Iodine was subsequently subtracted from the DE portal venous phase scan to obtain virtual unenhanced images. Qualitative and quantitative analysis of the conventional and virtual unenhanced images were made using two expert radiologists and a five-point grading system to analyse the results. The study found no significant difference in image quality between the conventional versus the virtual unenhanced images of the liver. An acceptable quality for diagnostic significance was observed in 95% of the virtual unenhanced images and the inter-observer agreement for image quality rating on the Cohen kappa statistical scale was 0.8, deeming the quality of the virtual unenhanced images to be of excellent quality. Additionally, the omission of the conventional unenhanced acquisition and replacement with the DECT virtual unenhanced post processing image had an overall 30% reduction in effective radiation dose to patients.A similar study was performed by Graser et al (2009) in which the study also assessed the performance of virtual non-enhanced images derived from DECT with true non-enhanced CT images, in the characterisation of renal masses using first generation DECT. The study found an effective dose reduction of 35% to patients when routine triple-phase renal CT protocols were reduced to dual-phase scans by omitting the true non-enhanced acquisition and replacing the protocol with the virtual unenhanced DECT followed by the nephrogenic and delayed phase protocol sequence. The following year in 2010 using a second generation DECT scanner, Graser et al confirmed the omission of a separate pre-contrast scan in multi-phasic scans and its replacement with a single phase contrast enhanced DECT scan with the ability to produce a virtual unenhanced image through post processing, demonstrated dose savings of up to 50% .Both these studies highlight the advantage DECT encompasses, particularly for younger patients suspected of having renal or liver lesions who undergo multiple follow up examinations for management. The omission of a phase in a multiphasic CT scan, without any significant reduction in the diagnostic quality of the examination allows for a substantial reduction in effective dose to the patient whilst also saving investigation time (De Cecco et al, 2010).Despite these findings, both studies had their limitations. The small cohort size making up De Cecco et al 2010 investigation puts into question the studies robustness, marking the statistical significance questionable. The need for a larger number of subjects for such a study is imperative to obtain more convincing results. Both studies also recognised pitfalls associated with DECT within their study. It was found that the study conducted would only be applicable to particular patients who met a certain criteria. The smaller detector size of the second x-ray tube within the DECT limited the body habitus selection of the patients that could be imaged as it was found the anatomy of interest fell outside the smaller FOV with larger patients, in particular patients with BMI more than 30kg/m2 (De Cecco et al 2010, Graser et al 2009). The quality of DECT was also found to be suboptimal in patients with large body habitus, with increased image noise due to the lower tube voltage output from the second x-ray tube. Thus patient size and technical constraints of DECT scanners has been demonstrated as a distinct drawback within both these studies which could be investigated further.The additional benefits in image optimisation of oncology patients using DECT and its unique lesion characterisation abilities have been also investigated by researchers. The differentiation between hyper-attenuating cysts from a minimally enhancing neoplasm may be difficult without any reference to a non-contrast acquisition, in cases specific to incidental finding of lesions (Agrawal et al, 2014). Further imaging may often be suggested for definitive workup and a repeat examination including a pre-contrast scan may be warranted for adequate characterisation. This results in additional radiation exposure to the patient and overall poor time management in the patients diagnosis (Brown et al, 2009).However, direct visualisation of iodine enhancing colour maps from DECT post-processing acquisitions has shown to facilitate in the differentiation between enhancing lesion from a hyper attenuating non-enhancing cyst, rendering obsolete the need for ROI placement, and Hounsfield Unit measurement on both pre- and post-contrast images. (Brown et al 2009, Graser et al 2010, Song et al 2011, Milento et al 2014). A phantom study conducted by Brown et al 2009 investigated the ability of DECT iodine overlay mapping in characterisation of renal masses as cyst or solid. The result of the study was that of the 36 enhancing masses, 35 were correctly identified and 10 out of the 12 renal cysts were correctly identified by two genitourinary radiologists. Brown et al 2009 equated these findings to a sensitivity and specificity of 97% and 83% respectively.Despite further investigation needed in improving the specificity of these findings, Brown et al 2009 demonstrated the promising abilities of DECT iodine overlay techniques possesses in detecting enhancing renal lesions. The studys results are based off on phantoms, which demeans the results being applicable to clinical practice as further research would be needed on real patients. Thus Brown et al 2009 momentous phantom study highlighted the feasibility of a similar study to be conducted in real patients to validate the results more concurrent within clinical practice and potentially obviate the need for unenhanced acquisitions for renal lesion characterisation.Virtual unenhanced images can also be used to provide supplementary morphological and structural information about a lesion such as fat, calcification or necrosis, likewise in performance to true non-enhanced images. Ho et al 2012 confirmed in a retrospective study involving 60 patients that measurements obtained of adrenal nodules on the virtual unenhanced images had strong linear correlation with the true unenhanced attenuation measurements. Indicative of the fact that virtual unenhanced images provided the same necessary information a true non-contrast scan demonstrates in order to correctly differentiate a lesion as being either a cysts, hemorrhagic cysts, angiomyolipomas, or renal cell carcinomas. Therefore the accurate imaging evaluation and characterisation of lesions on post-processed DECT scans, has the potential to mitigate the need for any further imaging, resulting in an overall reduction in radiation dose to patients and substantially improve the medical success of DECT being used for tumor screening and staging (Agrawal, 2014).Although Ho et al 2012 made innovative findings; their study design had several limitations which were recognised by the authors. The relatively small cohort size of the study population demeans the validity of the claims delineated by the study findings. Another limitation of the study was the focus on only 4 different disease entities encompassing renal lesions i.e. cysts, hemorrhagic cysts, angiomyolipomas and renal cell carcinomas. Ho et al 2012 recognised the need for further studies in which a larger study population is used and an investigation assessing the effectiveness of DECT in the characterisation of an extensive and more convoluted renal masses and malignancies is needed to increase the robustness of the study.Conclusion:The innovative post-processing capability that DECT provides has sparked a marked interest in the research and medical community. Supportive possibilities have been assessed based on the use of DECT to optimize images and reduce the effective dose to patients, particularly oncology patients who often require multiple follow up CT scans. The progressive endeavor to obtain clinically relevant and functional imaging through virtually unenhanced images derived from DE contrast CT scans and colour coded iodine mapping for lesion characterisation increases the future application of DECT in oncology imaging. However, research results are limited to certain patient criteria as large patients produce counterproductive results due to the technical restrains making up DECT scanners.ReferencesAgrawal, M. D., Pinho, D. F., Kulkarni, N. M., Hahn, P. F., Guimaraes, A. R., & Sahani, D. V. (2014). Oncologic applications of dual-energy CT in the abdomen. Radiographics : A Review Publication of the Radiological Society of North America, Inc, 34(3), 589-612. doi:10.1148/rg.343135041Brown, C. L., Hartman, R. P., Dzyubak, O. P., Takahashi, N., Kawashima, A., McCollough, C. H., . . . Fletcher, J. G. (2009). Dual-energy CT iodine overlay technique for characterization of renal masses as cyst or solid: A phantom feasibility study. European Radiology, 19(5), 1289-1295. doi:10.1007/s00330-008-1273-6De Cecco, C.N., Buffa, V., Fedeli, S David., V. (2010). Dual energy CT (DECT) of the liver: conventional versus virtual unenhanced images. European Radiolog. 20(12): 2870-2875. doi:10.1007/s00330-010-1874-8Graser, A., Johnson, T., Hecht, E., Becker, C., Leidecker, C., & Staehler, M. et al. (2009). Dual-Energy CT in Patients Suspected of Having Renal Masses: Can Virtual Nonenhanced Images Replace True Nonenhanced Images. Radiology, 252(2), 433-440. doi: 10.1148/radiol.2522080557Graser, A., Becker, C., Staehler, M., Clevert, D., Macari, M., Arndt, N., Nikolaou, K., Sommer, W., Stief, C., Reiser, M., Johnson, T. (2010) Single-phase dual-energy CT allows for characterization of renal masses as benign or malignant. Investigate Radiology 45(7), 399-405.DOI:10.1097/RLI.0b013e3181e33189 Henzler, T., Fink, C., Schoenberg, S. O., & Schoepf, U. J. (2012). Dual-energy CT: radiation dose aspects. American Journal of Roentgenology, 199, S16-S25. doi: 10.2214/AJR.12.9210 Ho, L. M., Marin, D., Neville, A. M., Barnhart, H. X., Gupta, R. T., Paulson, E. K., & Boll, D. T. (2012). Characterization of adrenal nodules with dual-energy CT: Can virtual unenhanced attenuation values replace true unenhanced attenuation values? AJR. American Journal of Roentgenology, 198(4), 840-845. doi:10.2214/AJR.11.7316Mettler F.A Jr., Bhargavan, M., Faulkner, K. et al. (2009) Radiologic and nuclear medicine studies in the United States and worldwide: frequency, radiation dose, and comparison with other radiation sources1950-2007. Radiology 253(2):520531. doi: 10.1148/radiol.2532082010Odisio, E, Tyuong, M, Duran,C, De Groot, P and Godoy, M (2018) Role of Dual-Energy Computed Tomography in Thoracic Oncology. Radiologic Clinics of North America 56(4) 535-348 [online] Accessed at: https://www-clinicalkey-com-au.ezproxy1.library.usyd.edu.au/#!/content/playContent/1-s2.0-S003383891830037X Accessed 16 Aug, 2018Simons., D, Kachelrieß., M &; Schlemmer., H.P. (2014). Recent developments of dual-energy CT in oncology . European Radiology, 24( 4). doi:10.1007/s00330-013-3087-4Song, K. D., Kim, C. K., Park, B. K., & Kim, B. (2011). Utility of iodine overlay technique and virtual unenhanced images for the characterization of renal masses by dual-energy CT. AJR. American Journal of Roentgenology, 197(6), W1076-W1082. doi:10.2214/AJR.11.6922Get Help With Your EssayIf you need assistance with writing your essay, our professional essay writing service is here to help!Find out more





Optimisation of Oncology Imaging using Dual Energy Computed Tomography
Mar 11, 2020 | Sciences
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- can never 21 really be liberating literacies. For a literacy to be liberating it must contain both the Discourse it is going to critique and a set of meta-elements (language
- Capella University
- Capella University, Humanities
- Capital L. George Adams
- CATEGORY
- CE304
- CE445
- CEE792
- CEGR338
- Chamberlain College of Nursing
- Chapter 3
- Charles R Drew University of Medicine and Science
- charles sturt university
- Chaudhary Charan Singh University, Humanities
- CHEM101
- CHEM111
- CHEM1411, Science
- CHEM202, Science
- CHEM210, Science
- CHEM410
- Chemistry
- Chemistry – Chemical Engineering
- Chemistry – Organic chemistry
- Chemistry – Pharmacology
- Chemistry – Physical chemistry
- ChemistryChemistry
- Childcare
- CHMY373, SCIENCE
- Choose three problematic issues that are currently facing older people living in the community?
- CINE286U
- CIS210
- cis273
- CIS359
- CIS510, Other
- CIS524
- CIVL6603, Science
- CJ430, SCIENCE
- CJA444
- CJUS300, Other
- Classics
- CMIT495
- CMSC140
- Colorado Christian University
- COLORADO STATE UNIVERSITY GLOBAL, SCIENCE
- COLORADO STATE UNIVERSITY, SCIENCE
- Colorado State UniversityGlobal
- Colorado Technical University
- COLORADO TECHNICAL UNIVERSITY, OTHER
- Colorado Technical University, Programming
- Columbia Southern University
- COLUMBIA SOUTHERN UNIVERSITY, OTHER
- Columbia Southern University, Science
- COLUMBIA SOUTHERN UNIVERSITY, WRITING
- Commerce
- Communication
- Communications
- COMMUNITY-BASED CORRECTIONS
- COMP1007
- Computer Science
- Computer Science – Java
- Computer Science- Python
- Computer ScienceComputer Science
- Construction
- correctness
- Cosc1437
- counseling chemical dependency adolescents
- Criminology
- CRJ305
- cross-site scripting
- CS101
- CSIT 100, PROGRAMMING
- CSPM326
- CST 610, PROGRAMMING
- Cultural Studies
- culturally appropriate intervention to address childhood obesity in a low-income African American community.
- CUR535
- CUYAMACA COLLEGE, HUMANITIES
- CUYMACA COLLAGE, HUMANITIES
- Data Analysis
- DAVIDSON COLLEGE, OTHER
- defensive programming allows for more efficient processes while also protecting systems from attack.
- DES201
- Describe the difference between glycogenesis and glycogenin ? Explain in 10 to 12 lines.
- Design
- Digital Marketing Plan for Nissan Motor Co. The plan will identify the current marketing opportunity and/or problem(s) and propose digital marketing solutions. Please use header in the attachment."
- Discuss one way in which the Soviet Union fulfilled communist thought, and another way in which it did not with reference to O'Neil's Chapter 9.
- Discuss the pros and cons of free-market based economies and how they impact the modern, globalized economy? What comes to your mind when you hear the term "globalization?"
- Dissertation
- DMM612, Science
- DMM649, SCIENCE
- Draft and essay of 1,000 words minimum, stating the Most Important and Relevant aspects to be considered when carrying on INTERNATIONAL NEGOTIATIONS or MULTI-CULTURAL NEGOTIATIONS.
- Drama
- each time a user extracts the ZIP file
- Earth Science – Geography
- Earth Science – GeographyEarth Science – Geography
- Earth Science – Geology
- EAS1601
- ECD 541, HUMANITIES
- ECE 452
- Ecommerce
- ECON335
- Economics
- ECPI University
- EDUC696
- Education
- EducationEducation
- EEL3472C
- EEL3705
- EET110
- EFFAT UNIVERSITY JEDDAH, HUMANITIES
- elasticity
- ELI2055A
- EMDG 230, SCIENCE
- Emglish
- Emory University
- Employment
- EN106
- EN106, HUMANITIES
- EN109
- EN206, HUMANITIES
- ENC1102, Writing
- eng 100
- ENG100
- ENG101
- ENG101, Humanities
- ENG102
- ENG102, Humanities
- eng106
- ENG1102, WRITING
- ENG124
- ENG124, Humanities
- ENG124, Writing
- ENG1340, HUMANITIES
- ENG200, Humanities
- ENG207
- eng2206
- ENG2211
- ENG305
- ENG812
- Engineering
- Engineering – Chemical Engineering
- Engineering – Civil Engineering
- Engineering – Civil EngineeringEngineering – Civil Engineering
- Engineering – Electrical Engineering
- Engineering – Electrical EngineeringEngineering – Electrical Engineering
- Engineering – Electronic Engineering
- Engineering – Mechanical Engineering
- Engineering – Mechanical EngineeringEngineering – Mechanical Engineering
- Engineering – Telecommunications Engineering
- EngineeringEngineering
- ENGL 120
- ENGL 124, OTHER
- ENGL 124, WRITING
- ENGL 2030, HUMANITIES
- ENGL1102
- ENGL120, HUMANITIES
- ENGL120SP2019, WRITING
- ENGL126
- ENGL1302
- ENGL130E, HUMANITIES
- ENGL147N, HUMANITIES
- ENGL2, Humanities
- English
- English – Article writing
- English – Article writingEnglish – Article writing
- English Language
- English Literature
- EnglishEnglish
- ENGR350
- ENST202CORE274
- ensuring you allocate dedicated time for coursework
- Environment
- Environmental Science
- Environmental Sciences
- Environmental Studies
- especially for a small company
- Essay Writing
- etc¦). Please note at least five organizational activities and be specific when responding.
- ETH321
- ETHC445N
- Ethnic Studies 101
- European Studies
- EXNS6223
- Family
- Fashion
- February 20). What is defensive programming? EasyTechJunkie. Retrieved December 30
- film industry
- FILM INDUSTRY, HUMANITIES
- Film Studies
- FIN 500
- FIN330, MATHEMATICS
- FIN370
- Final Essay
- Find the uniform most powerful level of alpha test and determine sample size with the central limit theorem
- Florida International University
- Florida National University
- Florida State College at Jacksonville
- FoothillDe Anza Community College District
- Foreign Languages
- Foreign Languages – Spanish
- formulations
- from https://www.pcmag.com/news/fat32-vs-ntfs-choose-your-own-format
- G124/enc1101
- Gallaudet University
- General Studies
- General_Business
- GEO1206
- GEOG100, Science
- Geography
- GEOL3200, HUMANITIES
- Geometry
- George Mason University
- GERM1027
- GERO 101, SCIENCE
- GERON101
- GLG101, Science
- GO16
- Government
- GovernmentGovernment
- GOVT2305
- GOVT2305, Humanities
- GOVT2306
- Grand Canyon University, Science
- Grand Canyon University, Writing
- Grantham University
- GRANTHAM UNIVERSITY, PROGRAMMING
- GRANTHAM UNIVERSITY, WRITING
- GROSSMONT COLLEGE, HUMANITIES
- Grossmont-Cuyamaca Community College District
- GROSSMONT-CUYAMACA COMMUNITY COLLEGE DISTRICT, HUMANITIES
- GU299, WRITING
- Hawaii Pacific University
- HC310
- HCA415
- HCA521
- HCM550, SCIENCE
- Hcs370
- HCS446
- he focused on aspects of the U.S. that combined democratic and increasingly capitalist characteristics. THINK ABOUT the points De Tocqueville made.
- Health & Medical
- Healthcare
- HIM 2588, MATHEMATICS
- HIM 500, SCIENCE
- HIM301
- HIS 108
- HIS101
- HIS105
- HIS200
- HIST104A, Humanities
- HIST111
- HIST1301, HUMANITIES
- HIST1302
- HIST1320
- HIST1700
- HIST2620
- HIST350, Humanities
- HIST405N, HUMANITIES
- HIST459, Humanities
- History
- History – American history
- History – American historyHistory – American history
- History – Ancient history
- History – Ancient historyHistory – Ancient history
- History – World history
- History – World historyHistory – World history
- HISTORY4250, Humanities
- HistoryHistory
- HLSS508, OTHER
- HMP403
- Hospitality
- HOST1066, WRITING
- Housing
- How do the changes in ship technology effect port operations? Discuss at least 3 factors contributing to port operations and development. Address cargo and passenger liners.250 words
- How have Mary Calderone, SIECUS and other sex educators changed how sex education is perceived? (100 words minimum)
- HOWARD UNIVERSITY, SCIENCE
- HR Management
- HRM300
- HRT6050, Writing
- HSA305
- HSA535
- HSC3201
- HSN476
- HUM1002
- HUM115
- HUM115, Writing
- Human Resource
- Human Resource Management
- Human Resource ManagementHuman Resource Management
- Human Resources
- HUMAN RESOURCES DEVELOPMENT AND MANAGEMENT, SCIENCE
- Human Rights
- HUMANITIES
- Humanities, Alcorn State University
- HUMANITIES, HY 1110
- Humanities, LMC3225D
- HUMANITIES, LONG BEACH CITY COLLEGE
- HUMANITIES, MUSIC1306
- HUMANITIES, OAKLAND COMMUNITY COLLEGE
- HUMANITIES, PH 100
- HUMANITIES, POINT LOMA NAZARENE UNIVERSITY
- HUMANITIES, PRINCE GEORGE'S COMMUNITY COLLEGE
- Humanities, PSY105
- HUMANITIES, PSY330 THEORIES OF PERSONALITY
- Humanities, PSYC 1101
- HUMANITIES, PSYCH305
- HUMANITIES, PSYCH635 PSYCHOLOGY OF LEARNING
- HUMANITIES, RSCH8110
- HUMANITIES, SAN DIEGO STATE UNIVERSITY
- HUMANITIES, SAN JACINTO COLLEGE
- Humanities, SOC1010
- HUMANITIES, SOC401
- HUMANITIES, SOCIOLOGY OF RELIGION
- HUMANITIES, SOUTHERN NEW HAMPSHIRE UNIVERSITY
- HUMANITIES, STRAYER UNIVERSITY
- HUMANITIES, SWK110
- HUMANITIES, UNIVERSITY OF CALIFORNIA
- HUMANITIES, UNIVERSITY OF CALIFORNIA IRVINE
- HUMANITIES, UNIVERSITY OF HOUSTON-DOWNTOWN
- Humanities, University of Maryland University College
- i need the attached work to look like this. please redo and make it look like this.
- I need these questions answered fully. I have the assignment and the notes attached for it. Do not use chegg or course hero. This is due Wednesday 4/14 at 10:00 pm which is almost 4 full days. Thanks!
- I need to re organize a research paper I attached all my information and I attached you an example how is going to be. Please follow the instruction and the references has to be APA 7edition
- Identify a cardiac or respiratory issue and outline the key steps necessary to include for prevention and health promotion
- identify the leadership theory that best aligns with your personal leadership style
- if you suggest trying to do this
- IGLOBAL UNIVERSITY
- IHS2215
- Iii Mlch
- III nuistery of such superficialities was meant to
- Implement classifiers KMeans, Random Forest and Decision Tree, SVM,XGBoost and Naive Bayes for the given dataset of audio samples to findout top genre for an audio sample(which one fits best)
- In a cardiac issue what are the key steps necessary to include for prevention and health promotion.
- in any other way
- include a paragraph about which side of the case a forensic psychologists might support and why.
- indeed
- India
- INDIANA UNIVERSITY BLOOMINGTON, SCIENCE
- INF690
- INF690, Other
- Information Systems
- Information SystemsInformation Systems
- Information Technology
- INSTITUTE OF PUBLIC ADMINISTRATION SAUDI ARABIA, PROGRAMMING
- INT700, OTHER
- International Business
- International Relations
- International Studies
- Internet
- Introduction to Biology
- Is jury nullification sometimes justifiable? When?
- ISSC351
- It Research
- IT380
- IT550, Business & Finance , Southern New Hampshire University
- ITC3001
- ITP120
- ITS 631, PROGRAMMING
- ITS835, Other
- JEDDAH COLLEGE OF ADVERTISING, WRITING
- Journalism
- KNOWLEDGE IS POWER, OTHER
- Languages
- Law
- Law – Civil
- Law – CivilLaw – Civil
- Law – Criminal
- Law – CriminalLaw – Criminal
- LawLaw
- Leadership
- lecture slides
- Leisure Management
- Liberty University
- LIBERTY UNIVERSITY, WRITING
- lIlgll.Igt· (1II1In·d
- Linguistics
- literacy is always plural: literacies (there are many of them
- Literature
- Literature Review
- Literature review funnel on "cyber security"
- LiteratureLiterature
- MA105
- MAJAN COLLEGE, WRITING
- Management
- Manpower
- Marketing
- Math
- MATH 1030
- MATH144, MATHEMATICS
- Mathematics
- Mathematics – Algebra
- Mathematics – Calculus
- Mathematics – Geometry
- Mathematics – Numerical analysis
- Mathematics – Precalculus
- Mathematics – Probability
- Mathematics – Statistics
- Mathematics – StatisticsMathematics – Statistics
- Mathematics – Trigonometry
- MATHEMATICS, MGT3332
- Mathematics, National American University
- Mathematics, PSY325
- MATHEMATICS, PUBH8545
- Mathematics, QNT275
- MATHEMATICS, STAT 201
- MBA503
- McMaster University
- ME350B, SCIENCE
- MECH4430, SCIENCE
- Mechanics
- Media
- Medical
- Medical Essays
- MGMT2702
- MGMT410
- MGT173, SCIENCE
- MHR6451
- MIAMI UNIVERSITY, WRITING
- Military
- Military Science
- MKT501
- MKT690, OTHER
- MN576
- MN581
- MN610, SCIENCE
- MNGT3711
- Music
- MVC109
- N4685
- NATIONAL INSTITUTES OF HEALTH, SCIENCE
- NATIONAL UNIVERSITY, SCIENCE
- Needs to be at least 300 wordswithin the past five years.No plagiarism! What key aspects do you believe should guide ethical behavior related to health information, technology, and social media?
- no workable ""affirmative action"" for Discourses: you can't 19 Ill' let into the game after missing the apprenticeship and be expected to have a fnir shot at playing it. Social groups will not
- Northcentral University
- not writing)
- nothing can stand in her way once she has her mind set. I will say that she can sometimes be hard headed
- Nova Southeastern University
- NR447, SCIENCE
- NRS429VN
- NRS44V, OTHER
- NRS451VN
- NRSE4540
- NSG426
- NSG486
- NSG6102
- NSG6102, SCIENCE
- Numerical Analysis
- NUR231NUR2349, SCIENCE
- NUR647E
- NURS350
- NURS508
- NURS6640
- Nursing
- NURSING LEADERSHIP AND MANAGEMENT, SCIENCE
- NursingNursing
- Nutrition
- offering learners the flexibility to acquire new skills and knowledge from the comfort of their homes. However
- OHIO UNIVERSITY, SCIENCE
- Online Discussion Forums Grade and Reflection Assignment : Current Topic Artificial Intelligence HR Planning Career and Management Development Labour RelationsForum
- operation security
- Operations Management
- or do those companies have an ethical obligation to protect people? In this assignment
- ORG5800, OTHER
- Organisations
- OTHER
- Other, PAD631
- OTHER, PARK UNIVERSITY
- OTHER, PLA1223
- Other, POLI330N
- OTHER, PROFESSIONAL NURSING NU231 NUR2349
- Other, RTM404
- OTHER, SAINT LEO UNIVERSITY
- OTHER, SOC3210C1
- Other, SOCW6333
- OTHER, SOUTHERN NEW HAMPSHIRE UNIVERSITY
- Other, The University Of Southern Mississippi
- OTHER, TRIDENT UNIVERSITY INTERNATIONAL
- Other, UC
- OTHER, UNIVERSITY OF MARYLAND UNIVERSITY COLLEGE
- OTHER, UNIVERSITY OF SOUTH FLORIDA
- Other, Walden University
- paying attention to grammar and spelling. Actively participate in discussions
- Personal Development
- PhD Dissertation Research
- PHI 413V, SCIENCE
- Philosophy
- Photography
- PHY290
- PHYS204L206
- Physics
- Physics – Astronomy
- Physics – Electromagnetism
- Physics – Geophysics
- Physics – Mechanics
- Physics – Optics
- PhysicsPhysics
- Physiology
- PNGE332, SCIENCE
- Political Science
- Political SciencePolitical Science
- Politics
- PowerPoint slides
- privacy
- PROFESSIONAL NURSING NU231 NUR2349, SCIENCE
- PROFESSIONAL NURSING NU231NUR2349, SCIENCE
- Programming
- Programming , College of Applied Sciences
- PROGRAMMING, STRAYER UNIVERSITY
- PROGRAMMING, WILMINGTON UNIVERSITY
- Project Management
- proper grammar
- Protein
- provide a discussion on what could have been done better to minimize the risk of failure. If you have not yet been involved with a business process redesign
- PSYC8754, WRITING
- Psychology
- PsychologyPsychology
- PUB373, SCIENCE
- Purdue University
- Rasmussen College
- Read a poam and write a paragraph to prove "The table turned".
- Reading
- ReadingReading
- readings
- Reference this
- REL1030
- Religion
- RES861, Science RES861
- Research Methodology
- Research methods
- Research Proposal
- Research questions
- Retail
- Rutgers university
- SAFE4150
- safety statutes
- Santa Clara University
- SCI 220, SCIENCE
- SCI115, SCIENCE
- Science
- Science, Strayer University
- SCIENCE, THOMAS JEFFERSON UNIVERSITY
- SCIENCE, WEST COAST UNIVERSITY
- SCIENCE, WEST TEXAS A & M UNIVERSITY
- Sciences
- SCM371, Writing
- Search in scholarly sources the similarities and difference between PhD and DNP. Post three similarities and three differences found on your research. Do not forget to include your reference.
- Security
- self-actualization
- several things can happen
- Should the government operate public transportation systems?250 words
- so that it is not biased?
- so too
- SOC 450
- Social Policy
- Social Science
- Social Science – Philosophy
- Social Science – PhilosophySocial Science – Philosophy
- Social Science – Sociology
- Social Science – SociologySocial Science – Sociology
- Social Sciences
- Social ScienceSocial Science
- Social Work
- Society
- Sociology
- someone cannot engage in a Discourse in a less than fully fluent manner. You are either in it or you're not. Discourses are connected with displays of
- SP19, WRITING
- SPC2608
- SPD310
- Sports
- Statistics
- succeeding in online courses requires a different approach compared to traditional classroom settings. To help you make the most of your online learning experience
- such as notifications from social media or email. Organize your study materials and have a reliable internet connection to ensure seamless access to course materials.
- Technology
- that personal ethics and organizations ethics are two different and unrelated concepts. Others
- the attribute is useful
- The directions are attached. However you must read the PDF file first in order to answer the questions.
- the role of work and money
- Theatre
- then reply to a minimum of 2 of your classmates' original posts.
- Theology
- Threat of artificial intelligence 800 words.
- to be true of second language acquisition or socially situ ated cognition (Beebe
- to better promote the value and dignity of individuals or groups and to serve others in ways that promote human flourishing.
- to usc a Discourse. The most you can do is III It'! them practice being a linguist with you.
- total fat consumption
- Tourism
- Translation
- Transportation
- U110
- Uncategorized
- University of Central Missouri
- University of South Florida
- UNIVERSITY OF SOUTH FLORIDA, WRITING
- Video Games
- Watch this meditation https://www.youtube.com/watch?v=doQGx4hdF3M&feature=youtu.be and write a one page reflection
- WCWP10B
- we can always ask about how much ten- 12 """""" or conflict is present between any two of a person's Discourses (Rosaldo
- What approaches to the study of poverty does economic sociology offer? More specifically, what might sociologists studying poverty focus on besides poor households, neighborhoods, and individuals?
- What is the philosophical matrices for Behaviorism, Constructivism, and Reconstructivism
- What key aspects do you believe should guide ethical behavior related to health information, technology, and social media?
- what place did government have to improve markets? What does the concept of ""crowding out"" mean in all of this?
- What should be done to maintain optimum stock levels and why is it important to keep accurate and up-to-date records of stock in medical practice?
- whether good or bad. The intent of the short research projects is to dig a little deeper into some of the topics
- which triggers the vulnerability. As soon as the user downloads this shortcut file on Windows 10; windows explorer will
- Would somebody read these quotes and answer those three questions at the bottom for me?Disregard number two I will look for myself in the text.
- Write short essay based on evidence about the 2 cons of Sex Education 250-300 words 2 reference minimum no plagiarism
- WRITING
- writing assignment, you will analyze asymmetric and symmetric encryption. Evaluate the differences between the two of them and which one that you would determine is the most secure.
- Writing, Personal Code of Technology Ethics
- you believe you can provide the CIO with the information he needs.
- you will learn how to search for scholarly
- you will need to read the TCP standard. TCP was first defined in RFC 793. A link to this document is provided. https://tools.ietf.org/html/rfc793
- Young People
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