Cochlear ImplantsIntroductionHearing loss impacts a large number of people at various points in their lives1. Whether a parent or grandparent has a hearing aid, or a loud concert leaves the ears ringing, there is a demand for hearing improvements. According to the National Center for Health Statistics, around 18 percent of American adults reported trouble with hearing in 20121. The World Health Organization estimates that 5 percent of the worlds population currently has disabling hearing loss and expects that number to grow to 10 percent by 20502. People with hearing loss have used different types of hearing aids throughout history. From ear trumpets and animal horns used to funnel and amplify sound, to the electronic hearing aids of today3, hearing technology has come a long way. The most recent invention in hearing technology does what was once thought impossible: restore hearing in patients with sensorineural or nerve hearing loss4. Videos5,6 have been emerging across the internet of loved ones whose hearing has been restored once a device called a cochlear implant is turned on, but the mechanism to restore their hearing is much more complicated. The implant uses electrical stimulation in different areas of the patients cochlea to simulate sound4. This paper presents a closer look at how cochlear implants work, engineering considerations in their design, and the need for biomedical engineers in their research and development.Why Cochlear Implants are NecessaryThere are two major categories of hearing loss: conductive and sensorineural7. Each is treated by a different device: hearing aids treat conductive hearing loss and cochlear implants treat sensorineural hearing loss. Conductive hearing loss occurs when sound waves are not able to be transmitted through the outer and middle ear due to blockages within the ear7. Sensorineural hearing loss occurs when the transmission of nerve impulses in the inner ear is impaired by damage to the hair cells in the cochlea7. The damage is usually caused by exposure to loud noises but may also be caused by various diseases, head trauma, genetics, or aging7. Hearing aids do not help people with sensorineural hearing loss7, so a different device is necessary for treatment.History of Cochlear ImplantsThe development of the first cochlear implant was influenced by the discovery that electric current could convey sounds to the brain4. In the 1960s, three groups of scientists began to research how that discovery could be used to help patients with sensorineural hearing loss4. One group, William House and John Doyle, found that the strength of the stimulus affected the volume of the sound in the brain, and the frequency of stimulus affected the pitch8. These discoveries led them to create the first single channel cochlear system, meaning only one electrode was used8. Around the same time, the Cochlear Company built the first multichannel cochlear system, meaning an array of electrodes was used9. In 1982, MED-EL launched its first multichannel cochlear implant10. Today, the three major cochlear implant manufacturers marketed in the United States are MED-EL, the Cochlear Company, and Advanced Bionics4.Anatomy and Physiology of the EarTo understand sensorineural hearing loss and how it is rectified, the anatomy of the ear must be explained. Sound travels from the outer ear to the inner ear through a series of steps. An image of the ears anatomy can be found in the Appendix as Figure 1. First, sound must funnel through the pinna into the external auditory canal, and vibrate the tympanic membrane (the eardrum)7,11. These vibrations then pass through three bones in the middle ear: the malleus, the incus, and the stapes7,11. The stapes covers the oval window, which leads to the inner ear7,11 where the cochlea is located7,11. The vibrations of the stapes lead to vibrations in the cochlea and the formation of action potentials that the brain interprets as sound7.The cochlea is a shell-like structure that consists of a tube coiled around itself7,11 and is composed of three channels: the scala vestibuli, the cochlear duct, and the scala tympani7 (see Figure 2). The auditory nerve and the organ of Corti (the organ responsible for hearing) pass through all turns of the cochlea7. Vibrations pass through the scala vestibuli to the cochlear duct, causing vibrations in the tectorial membrane to move against hair cells7. Hair cell movement causes generator potentials when their stereocilia are displaced7. The potentials travel down the auditory nerve to the auditory center of the brain to be interpreted7,11. Different portions of the cochlea detect different frequencies, with the innermost area of the spiral detecting lower frequencies and the outermost detecting higher frequencies7. Depending on the frequency of the sound that travels to the ear, hair cells in the designated regions of the cochlea will be displaced7. The displacement sends signals to the brain that indicate a sound at a certain pitch is being heard7. If a sound is louder, the stereocilia bend more, which causes more frequent action potentials from that region of the cochlea7.Engineering Aspects of Cochlear Implants: How They WorkCochlear implants consist of an external microphone, processor, and transmitter, as well as an internal receiver and electrode array7 (see Figure 3). The microphone takes in sound from the environment and transmits that sound to the processor12,13. The processor is a bit more complicated. It takes the acoustic vibrations from the microphone and converts them into electrical stimuli that the auditory nerve can interpret12,13. The processor sends the electrical stimulation patterns to the transmitter14, which is housed externally behind the ear12-14. The transmitter sends the signals to the receiver, which is housed internally on the temporal bone7, in a style known as a transcutaneous link14. A percutaneous connector can also be used14 and will be discussed in the Design Considerations section. The receiver sends the signals to the electrode array in the cochlea, which directly stimulate different sections of the auditory nerve12, 14. The location of stimulus causes the electrical stimuli to be perceived as different pitches of sound7.Engineering Aspects of Cochlear Implants: Design ConsiderationsThe design considerations to be discussed include: sound coding strategies, transmission link style, electrode design and placement, and the patient. A major engineering design consideration for cochlear implants, especially in terms of improving implants14, is the sound coding strategy. The strategy chosen can affect speech perception, directional hearing, sound quality, and perception of music and tone15. There are a number of strategies to choose from, including continuous interleaved sampling (CIS), spectral peak (SPEAK), advanced combination encoder (ACE), and countless others14. The listed strategies are found in the three FDA-approved cochlear implant companies devices14. CIS is the simplest coding strategy used in cochlear implant design and will be explained in detail because it is the most widely used among cochlear implant manufacturers14. CIS was developed in response to the Compressed Analog (CA) approach, which filters and sends four different analog waveforms to four electrodes in the cochlea16. All of the electrodes can stimulate different parts of the cochlea at the same time, which produces problems with distortion caused by nearby electrodes16.The CIS approach corrects the distortion by sending non-simultaneous, interleaved pulses to the electrodes, meaning only one electrode is stimulated at a time16. Figure 4 shows a diagrammatic representation of the CIS approach. To cause the desired electrode stimulation pattern, the signal must first be pre-emphasized16. Pre-emphasis causes certain frequencies of the signal to be accentuated by increasing their amplitudes17. The pre-emphasis allows weak consonants to compete with vowels that are commonly more intense in the signal14. The signal is then sent through a series of band-pass filters that split it into parts16. Full wave rectification and low-pass filtering are used to modify the waveforms14,16. Full wave rectification means the signal is converted from alternating current to direct current18 (see Figure 5). Low pass filtering in CIS means that frequencies of less than 200 or 400 Hz will be outputted16. These steps result in envelopes: smooth curves outlining the extremes of the signal19 (see Figure 6). A logarithmic compression function ensures that the output envelopes will be within the range of the patients electrically-evoked hearing16. The envelopes modulate trains of biphasic pulses that are delivered to the electrodes at a non-overlapping, constant rate14,16. The modulation results in the biphasic pulses matching the amplitudes of the envelopes and delivered to the correct area of the cochlea16. The faster the biphasic pulse rate, the better the patient will recognize speech and sounds16.ACE and SPEAK are both n-of-m strategies that split speech signals into m bands, where a subset of n bands with the largest amplitudes is then used for stimulation20. The goal is to only allow important signals to be heard by the patients, and implants using an n-of-m strategy have a significant user preference over CIS strategies20. Cochlear implant manufacturers and researchers have developed a wide number of other coding technologies that improve speech articulation, hearing in either low or high frequencies, or the ability to recognize environmental sounds14. A description for each of the technologies will not be given.Another engineering design consideration for cochlear implants is whether the transmission link should be transcutaneous or percutaneous. A transcutaneous link was described in the How They Work section. In summary, the transmitter of the cochlear implant is external, and the receiver is internal; they are held together by magnets14. The components of the implant create two disadvantages for the transcutaneous link: lack of compatibility with MRI machines and the need for surgery if the implanted electronics fail21. In a percutaneous connection, the speech processor and stimulator are located externally, with the stimulator directly connected to both the processor and the electrodes on the cochlea14. The principal advantage of a percutaneous connector is that there is no need to encode the signals that are sent to the receiver14. However, it poses an increased risk of infection due to the opening in the skin14. All commercially available cochlear implants use a transcutaneous link14.Electrode design and placement must also be considered when designing a cochlear implant. There are two commercially available electrode array types: straight lateral wall (LW) and pre-curved modiolar hugging (MH)22. Both electrode array types are inserted into the scala tympani of the cochlea22. The straight LW design comes in a variety of lengths, which allows for more custom fits for different cochlea sizes22. They stimulate nerve fiber endings of the auditory nerves at the organ of Corti, and implantation may cause damage to the cochlea22. The pre-curved MH design only spans to the basal turn of the cochlea and rests along the central bony wall of the inner ear22, 23. It stimulates the spiral ganglion cells of the auditory nerve, and implantation causes more frequent damage than straight LW electrodes22. However, it is easier to insert than a straight LW design22.A very important design consideration is the patient14. Each patient has a different cochlea size and structure, with differing amounts of damage to cochlear cells14. For example, a pre-curved MH electrode array may not perfectly fit one persons cochlea, so they might need a straight LW array22. Patients may have differing amounts of auditory nerve cells in different locations, so the cochlear implant must have electrodes that can stimulate the correct locations14, 22. Overall, the physician fitting the implant must be willing to identify the factors that affect the fit of a cochlear implant to the patient14, 22.Engineering Aspects of Cochlear Implants: Skills for SuccessBiomedical engineers are at the center of design and implementation of cochlear implants, but a large team of diverse individuals is needed for the success of the implant. The team includes physicians, psychologists, educators, entrepreneurs, engineers, and physiologists24. Biomedical engineers are responsible for interpreting the information from all team members in order to improve the cochlear implant24. The original engineers who created the implant needed to understand how the electrical components worked and how to assemble them in order to transmit sound stimulus in a way the inner ear and nervous system could interpret4. Therefore, the skills needed for the original design of the implant were knowledge and assembly of electrical components4, the anatomy and physiology of the ear, and the anatomy and physiology of the nervous system24. The same skills are needed in the biomedical engineers of today who are continuously improving the technology of the implant24. However, they also need other technical skills such as an understanding of sound coding and signal processing14. Biomedical engineers must work closely with electrical engineers to develop the various electrical components of the implant4, so they must have the ability to understand or interpret that information for others. They must also work closely with physicians to determine what needs to be improved4. The continuous interaction between team members with diverse backgrounds requires both oral and written communication skills in the engineer. Overall, a biomedical engineer is necessary for the design and implementation of a cochlear implant because they have both the engineering skills and medical knowledge needed to create a successful implant24.ConclusionCochlear implants restore hearing in patients with sensorineural hearing loss21 in a profound way. By bypassing the patients normal hearing mechanisms, the implant can simulate sound by directly stimulating different areas of the cochlea in the ear21, 22. The correct stimulation requires research25, 26 and development to produce sound processing techniques and electrode placements that will maximize hearing restoration in patients26. Engineers must consider the different sound coding strategies14, 16, connection types14, electrode placements22, and patients14 when designing the implant. The listed design considerations require a diverse team to interact with patients and trial different methodologies24. Biomedical engineers are at the center of the development process because they have the engineering skillset and the medical knowledge needed to design and construct these implants. In the future, cochlear implants may be able to completely restore the natural hearing of people with sensorineural hearing loss.ReferencesBlackwell, D. L., Lucas, J. W. & Clarke, T. C. Summary health statistics for U.S. adults: National Health Interview Survey, 2012. National Center for Health Statistics Vital Health Stat 10 (2014).World Health Organization. (2018, March 15). Deafness and hearing loss. Retrieved November 8, 2018, from http://www.who.int/en/news-room/fact-sheets/detail/deafness-and-hearing-lossEaly, G. T. Of ear trumpets and a resonance plate: Early hearing aids and Beethovens hearing perception. 19th Century Music 17(3), 262-273 (1994).Hainarosie, M., Zainea, V. & Hainarosie, R. The evolution of cochlear implant technology and its clinical relevance. Journal of Medicine and Life 7(Spec Iss 2), 1-4 (2014).Catch the Moment. (2017, November 10). Retrieved November 08, 2018, from https://www.youtube.com/watch?v=dwCWgOpXyooBruijn, R. D. (2012, June 01). Retrieved November 08, 2018, from https://www.youtube.com/watch?v=mbe7x8GP2DsFox, S. I. (2013). Human physiology (13th ed.). New York: McGraw-Hill Education.House, W. F. & Urban, J. Long term results of electrode implantation and electronic stimulation of the cochlea in man. The Annals of Otology, Rhinology, and Laryngology 82(4), 504-517 (1973).Clark, G. M., Cowan, R. S. C. & Dowell, D. C. Cochlear implantation for infants and children. Advances (1997).Burian K. Letter: Significance of cochlear nerve electric stimulation in totally deaf patients. Laryngologie, Rhinologie, Otologie 54(6), 530-531 (1975).Goelzer, B., Hansen, C. H., & Sehrndt, G. A. (2001). Occupational exposure to noise: Evaluation, prevention and control. Geneva: WHO.Rubinstein, J. T. How cochlear implants encode speech. Current Opinion in Otolaryngology & Head and Neck Surgery 12, 444-448 (2004).Dynes, S. B & Delgutte, B. Phase-locking of auditory-nerve discharges to sinusoidalelectric stimulation of the cochlea. Hearing Research 58, 79-90 (1992).Zeng, F. G., Popper, A. N. & Fay, R. R. (2004) Cochlear implants: Auditory prostheses and electric hearing. New York: Springer Science+Business Media New York.Wouters, J., McDermott, H. J. & Francart, T. Sound coding in cochlear implants: From electric pulses to hearing. IEEE Signal Processing Magazine 32(2), 67-80 (2015).Wilson, B., Finley, C., Lawson, D., Wolford, R., Eddington, D. & Rabinowitz, W. Better speech recognition with cochlear implants. Nature 352, 236-238 (1991).Buckwalter, J., Meghelli, M., Friedman, D. J. & Hajimiri, A. (2006). Phase and Amplitude Pre-Emphasis Techniques for Low-Power Serial Links. IEEE Journal of Solid State Circuits 41(6), 1391-1399 (2006).Surtell, T. Analogue Electronics. Electronics in Meccano 4 (1999).Caetano, M., & Rodet, X. Improved estimation of the amplitude envelope of time domainsignals using true envelope cepstral smoothing. IEEE International Conferenceon Acoustics, Speech and Signal Processing (ICASSP) 4244-4247 (2011).Nogueira, W., Buchner, A., Lenarz, T. & Edler, B. A psychoacoustic NofM-type speech codingstrategy for cochlear implants. Journal on Applied Signal Processing 18, 3044-3059 (2005).Loizou, P. C. Introduction to cochlear implants. IEEE Signal Processing Magazine 101-130 (1998).Dhanasingh, A. & Jolly, C. An overview of cochlear implant electrode array designs. Hearing Research 356, 93-103 (2017).Young, N. M. & Kirk, K. I. (2016) Pediatric cochlear implantation: Learning and the brain. New York: Springer Science+Business Media.Zeng, F. G., Rebscher, S., Harrison, W., Sun, X. & Feng, H. Cochlear implants:System design, integration and evaluation. IEEE reviews in biomedical engineering 1, 115-142 (2008).Hochmair-Desoyer, I., Hochmair, E. & Burian, K. Design and fabrication of multiwire scala tympani electrodes. Annals of New York Academy of Sciences 405, 173-182 (1983).Clark, G., Shepherd, R., Patrick, J., Black, R. & Tong, Y. Design and fabrication of the banded electrode array. Annals of New York Academy of Sciences 405, 191-201 (1983).Rehman, D. Auditory Scale Analysis and Evaluation of Phonemes in MISING Language. International Journal of Computer Applications 113(15) 1-5 (2015).Sorkin, D. (2016). Cochlear Implants 2016: Advances in Technology, Candidacy and Outcomes.Pikálek, T., Fo?t, T. & Buchta, Z. Detection techniques in low-coherence interferometryand their impact on overall measurement accuracy. Applied Optics 53 8463-8470 (2014).AppendixFigure 1: The anatomy of the ear7.Figure 2: A cross section of the cochlea27. Note: the vestibular canal and tympanic canal refer to the scala vestibuli and scala tympani, respectively.Figure 3: The components of a transcutaneous cochlear implant28.Figure 4: A schematic of CIS sound coding21.Figure 5: Full wave rectification when the input is a sine wave18.Figure 6: Development of a signal envelope29.
Anatomy and Physiology of Cochlear Implants
Mar 17, 2020 | Medical
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- BUSINESS FINANCE, ECN 501
- BUSINESS FINANCE, ECO2251
- BUSINESS FINANCE, ECO531
- BUSINESS FINANCE, FIN 500
- BUSINESS FINANCE, FIN31FMS12019
- BUSINESS FINANCE, GRANTHAM UNIVERSITY
- BUSINESS FINANCE, HLS3302
- BUSINESS FINANCE, HRC164
- BUSINESS FINANCE, HRM 500
- BUSINESS FINANCE, INDS 400
- BUSINESS FINANCE, INT113
- BUSINESS FINANCE, INTL3306
- BUSINESS FINANCE, ISDS 351
- BUSINESS FINANCE, LAWS OF EVIDENCE
- BUSINESS FINANCE, LIBERTY UNIVERSITY
- BUSINESS FINANCE, MAN3504
- BUSINESS FINANCE, MBA 5121
- BUSINESS FINANCE, MG260
- BUSINESS FINANCE, MGMT386
- BUSINESS FINANCE, MGT 521
- BUSINESS FINANCE, MGT211
- BUSINESS FINANCE, MICHIGAN STATE UNIVERSITY
- BUSINESS FINANCE, MIDDLE TENNESSEE STATE UNIVERSITY
- BUSINESS FINANCE, MKT331
- BUSINESS FINANCE, MKT419
- BUSINESS FINANCE, NORTHEAST MONTESSORI INSTITUTE
- BUSINESS FINANCE, OAKLAND UNIVERSITY
- BUSINESS FINANCE, PARK UNIVERSITY
- BUSINESS FINANCE, RASMUSSEN COLLEGE
- BUSINESS FINANCE, SOUTHERN NEW HAMPSHIRE UNIVERSITY
- BUSINESS FINANCE, TRIDENT INTERNATIONAL UNIVERSITY
- Business Strategy
- C11E
- Calculus
- California Baptist University
- California Coast University
- CALIFORNIA STATE UNIVERSITY NORTHRIDGE, OTHER
- can be studied
- 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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