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🎓 Computer Science Engineering

🔹 Blog Title:

"Demystifying Computer Science Engineering: What Every Aspiring Engineer Should Know"


📌 Introduction

Computer Science Engineering (CSE) is one of the most dynamic and rapidly evolving fields in technology. From algorithms that power Google Search to the systems behind self-driving cars, CSE plays a pivotal role in modern innovation. But what exactly does a CSE degree involve, and how can you make the most of it? In this blog, we’ll explore the core areas of CSE, must-know technologies, and tips for students and aspiring engineers.


đź§  What is Computer Science Engineering?

CSE is a blend of computer science and engineering principles, focusing on both the theoretical and practical aspects of computing. It involves the study of:

  • Programming languages (like C++, Python, Java)

  • Algorithms and Data Structures

  • Computer Networks

  • Operating Systems

  • Databases

  • Artificial Intelligence and Machine Learning

  • Cybersecurity

  • Software Engineering

  • Cloud Computing


đź’ˇ Why Choose CSE?

  1. High Demand: Tech companies, startups, and even non-tech sectors need software engineers.

  2. Diverse Career Paths: From AI researcher to DevOps engineer, the roles are vast.

  3. Lucrative Salaries: One of the top-paying engineering branches.

  4. Opportunities Abroad: CSE graduates have opportunities in global markets.

  5. Innovation Hub: Work on cutting-edge tech like blockchain, IoT, or robotics.


🛠️ Essential Skills for a CSE Student

Skill Tools/Technologies
Programming Python, C++, Java
Web Development HTML, CSS, JavaScript, React
Version Control Git, GitHub
Databases MySQL, MongoDB
Operating Systems Linux, Windows
Problem Solving LeetCode, HackerRank
Cloud Platforms AWS, Azure, GCP

📚 Must-Learn Topics (with Resources)

Topic Recommended Resource
Data Structures & Algorithms GeeksforGeeks, LeetCode
Computer Networks "Computer Networking" by Kurose & Ross
Operating Systems Neso Academy YouTube
DBMS MySQL Tutorial
System Design System Design Primer on GitHub

🔍 Trending Topics in 2025

  • Generative AI (like ChatGPT, DALL·E)

  • Quantum Computing

  • Edge Computing

  • Blockchain & Decentralized Apps

  • AI Ethics & Responsible AI

  • Zero Trust Cybersecurity

  • Extended Reality (XR)


🚀 Tips for Success in CSE

  • Start building projects early (GitHub portfolios matter).

  • Participate in hackathons and coding contests.

  • Learn by doing, not just watching.

  • Network with peers via LinkedIn or developer communities.

  • Intern during semesters if possible.

  • Contribute to open-source.


📝 Conclusion

Computer Science Engineering is more than just coding — it's about solving problems and building the future. Whether you're still choosing a branch or are knee-deep in your syllabus, remember that the tech world evolves fast, and staying curious is your best asset. Keep learning, keep building.

Cardiologist A cardiologist is a physician who’s an expert in the care of your heart and blood vessels. They can treat or help you prevent a number of cardiovascular problems. They can also specialize in specific areas, like abnormal heart rhythms, heart failure or heart problems you’ve had since birth. ADVERTISEMENT Cleveland Clinic is a non-profit academic medical center. Advertising on our site helps support our mission. We do not endorse non-Cleveland Clinic products or services. Policy Care at Cleveland Clinic Cardiology Care Cardiology Care for Children Make an Appointment ADVERTISEMENT ADVERTISEMENT ADVERTISEMENT ADVERTISEMENT What is a cardiologist? A cardiologist is a doctor who’s an expert in heart and blood vessel diseases. They can treat heart diseases and help keep you from getting them. After completing four years of medical school, cardiologists spend three years learning general internal medicine as residents. Then, they get at least three more years of cardiology training after that. Upon graduating cardiology training, cardiologists take board exams to obtain certification from a national governing group. They then maintain their certification through periodic testing. Cardiologists must keep up with the latest advances in how to treat people to provide the best care. At the same time, they need to be experts at listening to how you describe your symptoms and finding the right solution for your issue. What does a cardiologist do? A cardiologist is a healthcare provider who can treat chest pain, high blood pressure and heart failure, as well as problems with your heart valves, blood vessels and other heart and vascular issues. They can order tests like electrocardiograms, echocardiograms, CTs (computed tomography), CMR (cardiac magnetic resonance imaging) and nuclear imaging to find out what’s wrong. With their diagnosis, they can order medicine, help you start healthier exercise and eating habits, or do cardiac catheterization. If you need heart surgery, a cardiologist can refer you to a cardiothoracic surgeon. A cardiologist will do a physical exam and discuss your symptoms, medical history and biological family history with you. It’s important to let your cardiologist know if other people in your biological family have had heart problems because that can increase the chances of you having a heart problem. Some basic information can give your cardiologist valuable insight into your heart and blood vessel health, like your: • Weight. • Blood pressure. • Cholesterol levels. • Blood glucose (sugar) levels. Your provider will look at all of this information and any test results to figure out your risk factors for heart problems. They’ll also want to know if you smoke, how much physical activity you get, what you eat and which medicines you’re taking. What diseases do cardiologists treat or help you prevent? Cardiologists can treat a wide range of heart and vascular problems, including: • Atherosclerosis. • High blood pressure. • High cholesterol. • Angina (chest pain). • Cardiac arrest. • Heart failure. • Heart attack. • Blood clots. • Atrial fibrillation and other heart rhythm disorders. • Endocarditis. • Cardiogenic shock. • Heart valve problems. • Heart abnormalities. • Cardiomyopathy. • Myocarditis. • Issues with your pericardium, like pericarditis. • Congenital (present at birth) conditions. • Problems with your aorta, like aneurysm or stenosis (narrowing). • Problems with your arteries (peripheral artery disease, subclavian artery disease, renal artery disease, coronary artery disease). • Stroke. What kinds of tests does a cardiologist do? A cardiologist can order the following tests, but other healthcare providers may perform some of these tests: • Cardiac catheterization. • Chest X-ray. • Blood tests. • Heart MRI (magnetic resonance imaging). • Cardiac CT (computed tomography). • Coronary angiogram. • Stress tests. • Electrocardiogram (EKG). • Echocardiogram (Echo). • Transesophageal echocardiogram (TEE). • Holter monitor. • Event monitor. • Implantable event recorder/implantable loop recorder. When should you see a cardiologist? Your primary care provider may refer you to a cardiologist if you have a problem with your heart or blood vessels that needs extra care. Your cardiologist may keep working with you for a long time as they monitor your condition. You may need to see a cardiologist if you have: • Pain in your chest. • Dizziness. • Shortness of breath. • Heart palpitations. What does a cardiologist specialize in? A cardiologist specializes in heart diseases, the top cause of death in America. Cardiologists can work in even more specialized areas of heart care — like treating heart failure, heart rhythm problems or congenital (present at birth) conditions, for example. Types of cardiologists There are at least a dozen different kinds of cardiologists. They specialize in different kinds of heart and vascular problems, like cardiac imaging or cardiac rehab. Although all cardiologists are experts in understanding your heart and blood vessels, they can narrow down their fields of expertise even more. Types of cardiologists include: • Clinical cardiologist. • Heart failure specialist. • Pediatric cardiologist. • Interventional cardiologist. • Cardio-oncologist. • Congenital heart specialist. • Cardiac imaging specialist. • Peripheral interventional cardiologist. • Preventive cardiologist. • Cardiac rehabilitation specialist. • Electrophysiologist. • Geriatric cardiologist. • Cardio-rheumatologist. • Sports cardiologist. • Critical care cardiologist.

The ONCC offers eight options for certification: • Basic: • OCN: Oncology Certified Nurse • CPON: Certified Pediatric Oncology Nurse • CPHON: Certified Pediatric Hematology Oncology Nurse • Specialty: • BMTCN: Blood and Marrow Transplant Certified Nurse • CBCN: Certified Breast Care Nurse • Advanced: • AOCN: Advanced Oncology Certified Nurse • AOCNP: Advanced Oncology Certified Nurse Practitioner • AOCNS: Advanced Oncology Certified Clinical Nurse Specialist Certification is granted for four years, after which it must be renewed by taking a recertification test or by earning a certain number of continuing education credits.

Abstract The initial segment unfolds by expounding upon the foundational concepts of nanotechnology, tracing its historical evolution, delving into its normative framework of reference, and elucidating its diverse applications across various sectors, navigating the inherent challenges associated with nanotechnology. You have full access to this open access chapter 1 Historical Approach to New Materials The nanotechnology revolution is making a ground-breaking impact on diverse science, engineering, and commercial sectors, including the construction industry. The physical and chemical properties unique to the nanoscale can lead to remarkable efficacy enhancement in (photo)catalysis, (thermal and electrical) conductivity, mechanical strength, and optical sensitivity, enabling applications such as catalysts, electronic and energy storage devices, advanced mechanical materials, and sensors. The earliest ideas surrounding nanotechnology can be traced back to the pioneering insights of physicist Richard Feynman (Nobel Prize in physics 1965), who, in his seminal lecture titled “There is a lot of room in the background”, presented at the annual meeting of the American Physical Society in 1959. Within his discourse, Feynman eloquently expressed: “Most cells are tiny, but they are very active, they make substances, they move, they contort, and they do a lot of wonderful things, all on a small scale. They also store information. Let’s consider the possibility that we, too, could make entities so small that they did whatever we wanted, that we could make an object that maneuverer at that level”. The word nanotechnology was first used by Norio Taniguchi in 1974, to designate a nanoscale production technique, which involves processes of separation, consolidation, and deformation of materials with the help of a single atom or a single molecule. But it was not really disseminated until 1986 by Eric Drexler in his book “Creation Machines”, in which he described the bases for the construction of atom-by-atom materials that “would open the doors to a technological development unprecedented in the history of mankind, which would make it possible to overcome disease and death, make intergalactic trips and have almost infinite material resources”. Louis Brus, working at AT&T Bell Laboratories, discovered colloidal semiconductor nanocrystals, called quantum dots, that led him to be recognized as one of the leading researchers in the field of nanoscience in the early 1980s. In 1985 Sir Harold W. Kroto, Richard E. Smalley and Robert F. Curl, Jr. (Nobel Prize in Chemistry 1996) obtained hollow carbon molecules that formed a closed cage by using a laser to vaporize graphite rods in a helium gas atmosphere. The capsule comprised 60 carbon atoms intricately bonded through both single and double bonds, meticulously arranged to fashion a hollow sphere characterized by 12 pentagonal and 20 hexagonal faces. Such nanostructures, exemplified by this configuration, are commonly referred to as fullerenes. Japanese physicist Sumio Iijima in 1991 discovered and detailed the atomic structure and helical shape of single- and multi-walled carbon nanotubes [2]. In 1993, at the Massachusetts Institute of Technology, Moungi Bawendi and his collaborators developed a synthesis of nanocrystals obtaining semiconductor colloidal quantum dots, this nanotechnology being one of the first to be integrated with the biological sciences. Since 1998 chemical engineer Thomas Webster worked on the design, synthesis and evaluation of nanomaterials for various medical applications. This included self-assembled chemistries, nanoparticles, nanotubes and nanostructured surfaces. Some of the medical applications included inhibiting the growth of bacteria, controlling inflammation, and promoting tissue growth [6, 7]. In the new century multiple contributions have been generated, among them are the gold nanocapsules for cancer treatment of Medicine and Surgery; nanoscale assembled devices similar to DNA and a methodology to generate nanoscale patterns and structures. 2 Nanotechnology: Basic Concepts Nanotechnology has been a recognized field of inquiry since the previous century, notably propelled into the scientific Richard P. Feynman during his aforementioned seminal lecture “There’s Plenty of Room at the Bottom” in 1959. Since then, the landscape of nanotechnology has been marked by a succession of groundbreaking advancements. This domain has witnessed the synthesis and manipulation of materials at the nanoscale level, ushering in a new era of scientific exploration and technological innovation . Central to the realm of nanotechnology are nanoparticles (NPs), a diverse class of materials encompassing particulate substances characterized by at least one dimension measuring less than 100 nm. The significance of these nanostructures became evident as researchers uncovered their capacity to profoundly influence the physiochemical properties of materials. Indeed, the size of nanoparticles emerged as a critical factor, intricately shaping phenomena such as optical properties, and offering tantalizing prospects for tailored material functionalities . As aforementioned, nanoparticles are complex entities, consisting of three distinct layers: (a) The surface layer, which can be functionalized with various small molecules, metal ions, surfactants, and polymers, (b) the shell layer, a chemically distinct material from the core in all aspects, and (c) the core, which is essentially the central portion of the NP and usually refers the NP itself [10]. Due to these remarkable attributes, researchers across diverse fields have been captivated by the potential of these materials, sparking widespread interest and enthusiasm among multidisciplinary practitioners [9]. NPs are extensively categorized into different classes, delineated by their morphology, dimensions, and chemical attributes. Notable among these classifications are the following well-recognized categories, distinguished based on their distinct physical and chemical characteristics : • Carbon-based NPs Fullerenes and carbon nanotubes (CNTs) stand out as prominent categories within the realm of carbon-based nanoparticles. Fullerenes are characterized by their globular hollow cage-like structures, comprising various allotropic forms of carbon. These nanostructures have garnered substantial commercial attention owing to their exceptional electrical conductivity, impressive strength, unique structural attributes, high electron affinity, and remarkable versatility [11]. Given their distinctive physical, chemical, and mechanical properties, these materials find utility not only in their pristine form but also as integral components in nanocomposites, facilitating a myriad of commercial applications. These applications include utilization as fillers, efficient gas adsorbents for environmental remediation, and support mediums for a diverse array of inorganic and organic catalysts. • Metal NPs Metal nanoparticles are exclusively composed of metal precursors. Harnessing the intrinsic properties of these metals, metal NPs exhibit distinct optoelectrical behaviour attributed to their well-documented localized surface plasmon resonance (LSPR) phenomenon. Among the alkali and noble metals, including copper (Cu), silver (Ag), and gold (Au), these NPs display a broad absorption band within the visible range of the electromagnetic solar spectrum [12]. The controlled synthesis of metal NPs, with precise manipulation of their facets, sizes, and shapes, is paramount in contemporary materials science and pivotal in the development of cutting-edge materials, enabling tailored properties and functionalities that cater to diverse technological applications [12]. Metal nanoparticles, owing to their sophisticated optical properties, are instrumental across various research domains. Notably, gold nanoparticles (NPs) coatings are extensively employed in the realm of scanning electron microscopy (SEM), in order to augment the electronic beam, thereby enhancing the signal-to-noise ratio and overall quality of SEM images . • Ceramics NPs Ceramic nanoparticles represent a class of inorganic non-metallic solids, synthesized through processes involving intense heat followed by controlled cooling. Exhibiting a diverse array of morphologies including amorphous, polycrystalline, dense, porous, or hollow structures, these nanoparticles have garnered significant interest from researchers. Their versatile properties render them indispensable in various applications such as catalysis, photocatalysis, the photodegradation of dyes, and imaging applications . • Semiconductor NPs Semiconductor materials occupy a unique position between metals and nonmetals, endowing them with a spectrum of properties that make them highly versatile in various applications [14]. Semiconductor nanoparticles, in particular, are characterized by wide bandgaps, which render them susceptible to significant alterations in their properties through bandgap tuning. As a result, these nanoparticles play a pivotal role in fields such as photocatalysis, photo optics, and electronic devices . For instance, semiconductor nanoparticles exhibit remarkable efficiency in water splitting applications, attributed to their suitable bandgap and bandedge positions. This capability to efficiently harness solar energy for catalytic reactions underscores the pivotal role of semiconductor nanoparticles in advancing sustainable energy technologies and addressing environmental challenges . • Polymeric NPs Typically derived from organic materials, nanoparticles in the literature are often referred to collectively as polymer nanoparticles (PNPs). These nanoparticles predominantly exhibit nanospheric or nanocapsular shapes [15]. Nanospheres represent matrix particles with a solid overall mass, with additional molecules adsorbed at the outer boundary of their spherical surface. Conversely, nanocapsules encapsulate a solid mass entirely within the particle structure [9, 16]. One of the distinguishing characteristics of PNPs is their high degree of functionality, enabling researchers to modify their surface properties with ease. This attribute renders PNPs highly versatile and applicable across a wide range of fields in scientific literature [9, 16]. • Lipid-based NPs Nanoparticles containing lipid moieties have emerged as valuable assets in numerous biomedical applications. Characteristically spherical, lipid nanoparticles typically exhibit diameters ranging from 10 to 1000 nm. Similar to polymeric nanoparticles, lipid nanoparticles feature a solid core composed of lipids, while a matrix within them accommodates soluble lipophilic molecules. The external core of these nanoparticles is stabilized by surfactants or emulsifiers [9, 17]. Lipid nanotechnology represents a specialized field dedicated to the design and synthesis of lipid nanoparticles for diverse applications, such as drug delivery and carrier systems, as well as the targeted release of RNA in cancer therapy [9, 17]. Nanomaterials are further categorized based on their origins into natural, incidental, and artificial types. Natural nanomaterials originate from sources such as trees, plants, volcanoes, or marine species. Incidental nanomaterials are generated during processes like combustion in vehicles and industrial activities. Artificial nanomaterials, the most prevalent category, are produced through two primary manufacturing processes: top-down and bottom-up techniques (Fig. 1) [2]. Fig. 1 Nanoparticle synthesis techniques [2] Full size image Top-down techniques involve the reduction of macroscopic materials or solid groups to nanoscale dimensions. Physical methods like grinding or abrasion, chemical processes, and the vaporization of solids followed by condensation are employed to achieve controlled assemblies until the desired size is reached. Conversely, bottom-up techniques involve the creation of nanoparticles capable of self-assembly or self-organization through the condensation of atoms or molecular entities in a gaseous phase or solution. These techniques facilitate the precise construction of nanoparticles from atomic or molecular components, enabling tailored design and functionality [2]. 3 Nanotechnology Applications in Different Sectors: Challenges and Trends Considering their unique properties, NPs can be used in a spectrum of applications. Some significant examples of their versatility and practical use are given below [9] • Applications in drugs and medications Nano-sized inorganic particles, whether simple or intricate in nature, exhibit unparalleled physical and chemical characteristics, rendering them indispensable in the advancement of innovative nanodevices. These nanomaterials play a pivotal role across diverse realms including physical sciences, biology, biomedicine, and pharmaceuticals [1]. NPs have garnered escalating attention across various medical disciplines due to their capacity to deliver drugs within the optimal dosage range. This often translates into heightened therapeutic efficacy, diminished side effects, and enhanced patient adherence. When selecting NPs for applications such as biological and cellular imaging, as well as photothermal therapy, emphasis is placed on their optical properties. The ongoing pursuit of hydrophilic NPs as drug carriers reflects a significant challenge in recent years, signifying a pivotal area of research and development in pharmaceutical science [9]. Superparamagnetic iron oxide NPs, when endowed with suitable surface chemistry, boast a wide array of in vivo applications, such as MRI contrast enhancement, tissue repair, and immunoassay, detoxification of biological fluids hyperthermia, drugs delivery and cell separation [9]. In recent decades, there has been a notable surge in the exploration of biodegradable nanoparticles (NPs) as potent drug delivery systems. Researchers have leveraged a plethora of polymers in this pursuit, capitalizing on their ability to efficiently transport drugs to targeted sites. This strategy enhances therapeutic efficacy while mitigating potential side effects. Central to this endeavour is the concept of controlled drug release, aiming to administer pharmacologically active agents precisely to the desired site of action, at the optimal dosage and frequency [9]. Semiconductor and metallic nanoparticles stand out for their significant potential in both cancer diagnosis and therapy, owing to their ability to leverage surface plasmon resonance (SPR) for enhanced light scattering and absorption. Silver nanoparticles (Ag NPs) are witnessing growing utilization in wound dressings, catheters, and a variety of household products, thanks to their remarkable antimicrobial properties. The presence of such antimicrobial agents is critical in diverse sectors such as textiles, medicine, water disinfection, and food packaging, where they play a vital role in maintaining hygiene and preventing the spread of infectious agents [9]. • Applications in manufacturing and materials Among consumer products incorporating nanotechnology, health and fitness products dominate the market, constituting the largest category. They are closely followed by products in the electronic and computer sector, as well as those in the home and garden category. Nanotechnology has garnered considerable attention as the next revolutionary force across numerous industries, with anticipated transformations in areas such as food processing and packaging [9]. Resonant energy transfer (RET) systems, comprising organic dye molecules and noble metal nanoparticles, have emerged as a focal point of interest in both bio photonics and material science. The integration of NPs into commercially available products is increasingly prevalent, reflecting the growing recognition of their potential across various applications [9, 18]. Metal nanoparticles, particularly noble metals like gold (Au) and silver (Ag), exhibit a diverse array of colours in the visible spectrum owing to their plasmon resonance phenomenon. This resonance arises from the collective oscillations of electrons at the nanoparticle surface [19]. The wavelength of this resonance is highly influenced by factors such as nanoparticle size and shape, interparticle distance, and the dielectric properties of the surrounding medium. Leveraging these unique plasmon absorbance characteristics, noble metal nanoparticles have found extensive utility in various applications, notably including chemical and biosensors [19]. • Applications in the environment The growing utilization of engineered nanoparticles in both industrial and household settings raise concerns regarding their release into the environment. Evaluating the environmental risk posed by these NPs necessitates a comprehensive understanding of their mobility, reactivity, ecotoxicity, and persistence. Of particular concern is the potential for increased NP concentrations in groundwater and soil due to engineering material applications, as these represent the primary exposure pathways for assessing environmental risks [9]. Natural nanoparticles play a significant role in the partitioning of contaminants between solid and water phases due to their high surface-to-mass ratio. Contaminants can adhere to the surface of NPs, become co-precipitated during the formation of natural NPs, or be trapped through NP aggregation, where contaminants are initially adsorbed. The interaction between contaminants and NPs is influenced by various characteristics of the NPs, including their size, composition, morphology, porosity, aggregation/disaggregation tendencies, and aggregate structure. Additionally, in environmental contexts, luminophores, while not inherently safe, can be shielded from environmental oxygen by encapsulating them within the silica network [9]. The majority of environmental applications of nanotechnology can be classified into three main categories: 1. 1. Environmentally benign sustainable products. 2. 2. Remediation of materials contaminated with hazardous substances. 3. 3. Sensors for environmental stages. The extraction of heavy metals, such as mercury, lead, thallium, cadmium, and arsenic, from natural water sources has garnered significant interest due to their detrimental impacts on both environmental ecosystems and human health. Superparamagnetic iron oxide nanoparticles have emerged as a potent sorbent material for efficiently capturing these hazardous elements from water, presenting a promising solution for addressing the challenges posed by such toxic contaminants [9]. The scarcity of measurements for engineered nanoparticles in the environment can be attributed to the absence of analytical techniques capable of precisely quantifying trace concentrations of NPs. Additionally, it is noteworthy that photodegradation by NPs is a prevalent phenomenon, with many nanomaterials being deliberately employed for this purpose [9]. • Applications in electronics In recent years, there has been a burgeoning interest in the advancement of printed electronics. This interest stems from the allure of printed electronics as a compelling alternative to conventional silicon-based techniques, which hold the promise of delivering low-cost, large-area electronic solutions, particularly well-suited for flexible displays and sensor applications [20]. The rapid adoption of printed electronics, which incorporate diverse functional inks containing nanoparticles such as metallic NPs, organic electronic molecules, CNTs, and ceramic NPs, is anticipated to revolutionize mass production processes for novel electronic devices [20]. The distinctive structural, optical, and electrical characteristics exhibited by one-dimensional semiconductors and metals position them as pivotal building blocks for the development of a new generation of electronic, sensor, and photonic materials [21]. A prime illustration of the synergy between scientific discovery and technological advancement is exemplified in the electronic industry. The exploration and identification of novel semiconducting materials have sparked a transformative revolution, transitioning from vacuum tubes to diodes and transistors, ultimately culminating in the miniaturization of electronic components into integrated circuits [9]. The important attributes of nanoparticles include their inherent ease of manipulation and reversible assembly, enabling their integration into electric, electronic, or optical devices. This capability, exemplified by “bottom-up” or “self-assembly” approaches, serves as a hallmark of nanotechnology, offering versatile pathways for the design and fabrication of advanced nanoscale devices [9]. • Applications in energy harvesting Recent research has raised concerns regarding the limitations and scarcity of fossil fuel reserves in the foreseeable future, attributed to their non-renewable nature. Consequently, scientists are shifting their research focus towards developing renewable energy sources derived from readily available and cost-effective resources. Nanoparticles have emerged as prime candidates for this purpose due to their expansive surface area, optical properties, and catalytic capabilities. Particularly in photocatalytic applications, NPs play a significant role in harnessing energy through photoelectrochemical (PEC) and electrochemical water splitting [22, 23]. Furthermore, NPs are extensively utilized in electrochemical CO2 reduction to produce fuel precursors, as well as in the fabrication of solar cells and piezoelectric generators, offering promising avenues for energy generation [9, 24,25,26]. Additionally, NPs find applications in energy storage, enabling the storage of energy in various forms at the nanoscale level [9]. Innovatively, nanogenerators have been developed to convert mechanical energy into electricity, utilizing piezoelectric principles, which is an unconventional approach that represents a significant advancement in energy generation technology [27]. • Applications in mechanical industries The remarkable mechanical properties of nanoparticles, including their exceptional Young’s modulus, stress, and strain characteristics, unlock numerous applications in mechanical industries, particularly in coatings, lubricants, and adhesive applications. Moreover, these properties facilitate the development of mechanically robust nanodevices for diverse purposes. By embedding nanoparticles in metal and polymer matrices, tribological properties can be finely tuned at the nanoscale level, resulting in enhanced mechanical strength [9]. Furthermore, nanoparticles exhibit favourable sliding and delamination properties, contributing to reduced friction and wear, thus enhancing lubrication effects. Coatings incorporating nanoparticles can impart a range of robust mechanical characteristics, enhancing toughness and wear resistance. Notably, alumina, titania, and carbon-based nanoparticles have proven successful in achieving desirable mechanical properties in coatings [9, 28]. 4 Normative Frame of Reference for Nanoproducts in Construction Sector In the European Union, nanomaterials are subject to the same rigorous regulatory framework as other chemicals and mixtures, namely the Registration, Evaluation, Authorization, and Restriction of Chemicals (REACH) and Classification, Labeling, and Packaging (CLP) regulations. This mandates the assessment of hazardous properties specific to nanoforms of substances and ensures the safe use of nanomaterials [29]. To define the term nanomaterials, the European Commission has issued a recommendation focused on the size of constituent particles within a material, regardless of hazard or risk considerations. This definition encompasses materials of natural, incidental, or manufactured origin and serves as the foundation for regulatory measures governing this class of materials. However, in certain legislative domains, the driver for legal obligations or nanomaterials stem from their potential to exhibit different properties compared to larger particles [29]. For legal manufacturing or importation within the EU, all substances falling under the scope of REACH must undergo registration. This process mandates that manufacturers and/or importers provide information on both human health and environmental impacts, encompassing any hazardous nanoforms. Additionally, they are required to estimate exposure levels throughout the life cycle of the substance [29]. The same obligations extend to nanomaterials within the EU. When nanomaterials exhibit hazardous properties, they must be notified to the ECHA and appropriately labelled and packaged in accordance with the CLP regulation. This ensures that nanomaterials can be safely used in compliance with regulatory standards [29]. It is imperative for companies to be transparent in their REACH registration process, particularly regarding clearly addressing how the safety of nanoforms has been managed. This includes delineating the necessary measures to effectively control potential risks associated with these nanoforms. To assist companies in fulfilling these obligations, the ECHA offers guidance documents that provide further support to companies on how to identify and report properties of nanoforms, aiding in the comprehensive and accurate registration of nanomaterials under REACH [29]. As of 1 January 2020, companies engaged in the manufacturing or importing of nanoforms are subject to explicit legal requirements under REACH. These reporting obligations address specific information requirements as outlined in revised annexes to the REACH regulation [30]: • characterisation of nanoforms or sets of nanoforms covered by the registration (Annex VI) [30]. • chemical safety assessment (Annex I) [30]. • registration information requirements (Annexes III and VII-XI) [30]. • downstream user obligations (Annex XII) [30]. The amendments encompass both new and existing registrations involving nanoforms [30]. Given that nanomaterials fall within the scope of REACH and CLP regulations, it is essential for the ECHA to effectively execute its responsibilities concerning nanoforms within the various REACH (e.g., registration, evaluation, authorization, and restrictions) and CLP processes (e.g., classification and labelling) as it would for any other form of a substance. To achieve this, ECHA must possess adequate scientific and technical capacity [30]. With this objective in mind, ECHA has increased its efforts in this domain since 2011, with a concentrated focus on [30]: • Developing new and updated guidance documents [30]. • Enhancing both internal and external capacity building [30]. • Facilitating dialogue and fostering consensus among Member State Competent Authorities, as well as members of the risk assessment and Member State committees, regarding safety information pertaining to nanomaterials included in REACH registration dossiers [30]. • Offering feedback and guidance to companies engaging in the registration of nanomaterials [30]. • Engaging actively and contributing to ongoing international regulatory initiatives, such as the OECD Working Party on Manufactured Nanomaterials or the Malta Initiative aimed at developing test guidelines [30]. • Conducting webinars to disseminate information and facilitate discussions on recent advancements concerning REACH and CLP processes related to nanomaterials. These sessions aim to assist registrants in preparing and submitting dossiers that involve nanomaterials, ensuring compliance with regulatory requirements [30]. • The Nanomaterials Expert Group (NMEG) was established in October 2012 with the backing of the competent authorities for REACH and CLP (CARACAL) and for Biocides. This informal advisory group plays a pivotal role in bolstering the execution of ECHA’s workplans for nanomaterials. It furnishes guidance and counsel on scientific and technical matters pertaining to the implementation of REACH, CLP, and BPR legislation concerning nanomaterials [30]. • Hosting the European Union Observatory for Nanomaterials as a means to enhance the transparency of information pertaining to nanomaterials [30]. In the European Union, legislation concerning environmental, worker, and consumer protection is commonly implemented through directives. In cases where nanomaterials present potential risks to the environment, workers, or consumers, the overarching regulations established within the legislation are applicable to nanomaterials in the same manner as they are to other forms of the substance

Orthopedic Surgeon (Orthopedist) An orthopedic surgeon (orthopedist) is a medical specialist who focuses on injuries and diseases affecting your musculoskeletal system (bones, muscles, joints and soft tissues). Although this type of doctor is a surgeon, they often help people get relief with nonsurgical therapies. ADVERTISEMENT Cleveland Clinic is a non-profit academic medical center. Advertising on our site helps support our mission. We do not endorse non-Cleveland Clinic products or services. Policy Care at Cleveland Clinic Get Orthopedic Care Make an Appointment ADVERTISEMENT ADVERTISEMENT ADVERTISEMENT ADVERTISEMENT What is an orthopedic surgeon? An orthopedic surgeon is also known as an orthopedist (sometimes it's spelled orthopaedic surgeon or orthopaedist). This specialist helps people get relief from pain and mobility problems due to musculoskeletal issues. What are musculoskeletal issues? This group of disorders can affect your: • Bones. • Cartilage. • Joints. • Ligaments. • Muscles. • Nerves. • Tendons. What does an orthopedic surgeon treat? Orthopedic surgeons diagnose and treat a broad range of conditions, including: • Arthritis, specifically osteoarthritis. • Benign soft tissue tumors. • Bone cancer. • Bursitis. • Congenital (present at birth) defects, like clubfoot and hip dysplasia. • Neck and lower back pain. • Orthopedic trauma, such as bone fractures. • Sports injuries. • Sprains and strains. • Tendinitis. • Scoliosis. What is the difference between a rheumatologist and an orthopedic surgeon? Rheumatologists and orthopedic surgeons (orthopedists) both specialize in diseases affecting your musculoskeletal system. They treat many of the same conditions, including arthritis, back pain and osteoporosis. But there are differences between these medical specialties. Orthopedists perform surgery. Rheumatologists don’t. Orthopedic surgeons focus on issues due to injury, congenital defects and wear and tear (degenerative disease). Rheumatologists treat conditions that stem from systemic disease, which affects your entire body. Examples include lupus, vasculitis, rheumatoid arthritis and rare inherited disorders. Rheumatologists and orthopedists often care for people together. For example, if you have rheumatoid arthritis, your rheumatologist and orthopedist might work together, ensuring comprehensive care. What does an orthopedic surgeon do? Some orthopedic surgeons are generalists and treat a wide range of conditions. Other orthopedists choose to subspecialize. They have training in advanced treatments for specific groups of diagnoses. Orthopedic subspecialties include: • Foot and ankle surgery. • Hand and upper extremity surgery. • Joint replacement. • Orthopedic oncology, which includes tumor and cancer care. • Orthopedic trauma. • Pediatric orthopedic surgery. • Spine surgery. • Sports medicine. What type of medical training do orthopedists undergo? Orthopedists have up to 14 years of medical training. This includes four years of undergraduate studies and four years in medical school. Training may include traditional medical school (a doctor of medicine degree, or MD) or osteopathic education (a doctor of osteopathy degree, or DO). Osteopathic doctors use a whole-person approach to care that addresses a person’s mind, body and spirit. Next, they complete an orthopedic residency. It’s typically five years and provides hands-on learning in a medical setting. Orthopedists who wish to subspecialize complete a one- or two-year fellowship. After completing medical training, orthopedists can become board certified. They must pass an exam from a certifying organization, like the American Board of Orthopaedic Surgery or the American Osteopathic Board of Orthopedic Surgery. Orthopedists must continue to advance their knowledge through regular continuing medical education courses. When should I see an orthopedic surgeon (orthopedist)? You should see an orthopedic surgeon (orthopedist) if you experience symptoms of a musculoskeletal condition. These include: • Grinding, snapping or popping when you move the affected joint. • Inflammation and swelling. • Joint pain. • Numbness or tingling. • Restricted movement due to pain. • Stiffness. What should I expect during my first appointment? First appointments often include: • Discussing your symptoms, medical history and lifestyle. • A physical exam, including moving the affected joint in specific ways. • Imaging studies, such as an X-ray. • Explanation of your diagnosis. • Treatment recommendations. Some conditions need additional imaging, like a CT scan or MRI for more in-depth views of the painful area. For these conditions, you might not receive a diagnosis or treatment plan on your first visit. Your orthopedist will recommend therapies to reduce symptoms until you receive a diagnosis. If I’m seeing an orthopedic surgeon, does it mean I’ll end up having surgery? Orthopedic surgeons specialize in nonsurgical and surgical techniques. For certain types of orthopedic trauma or congenital conditions, surgery is often the first line of treatment. For most other conditions, orthopedists try nonsurgical therapies first. It may take more than one type of therapy to achieve lasting relief. It’s common to try a few nonsurgical therapies at the same time. If these options fail to relieve your symptoms, you may wish to consider surgery. Your orthopedist will provide specific recommendations and explain the risks and benefits. What types of nonsurgical therapies do orthopedic surgeons offer? Orthopedic surgeons (orthopedists) develop personalized care plans that may include: • Devices that hold bones or joints in a specific position to aid healing, like braces, slings, casts or splints. • Joint injections like cortisone or other steroid medication, or viscosupplementation. • Non-opioid medications like acetaminophen or ibuprofen. • Physical therapy to loosen stiff muscles or improve muscle strength. • Occupational therapy to help you perform everyday tasks like getting dressed. • Platelet-rich plasma (PRP) therapy, an investigational treatment. • Orthotics, custom shoe inserts that support proper foot positioning. What types of surgeries do orthopedic surgeons (orthopedists) perform? Orthopedic surgeons (orthopedists) perform a broad range of procedures. The one that’s right for you depends on your diagnosis. Foot and ankle procedures • Achilles tendon repair. • Bunion correction surgery. • Hammertoe surgery. • Plantar fasciitis release. • Total ankle replacement or fusion. Hand and upper extremity surgeries • Carpal tunnel release. • Dupuytren's contracture surgery. • Ganglion cyst removal. • Rotator cuff surgery. • Trigger finger surgery. Joint replacement and reconstruction • Total hip replacement. • Total and partial knee replacement. • Total shoulder replacement. • Less common procedures, like elbow or wrist replacement. Orthopedic trauma care • Dislocation repair. • Fracture fixation. • Nonunion, malunion or bone infection (osteomyelitis) care after a fracture. • Reconstructive surgery to repair shattered bones or severely damaged joints. Spine surgeries • Laminectomy. • Spinal decompression. • Spinal fusion, a procedure to stabilize your spine by joining two or more vertebrae. Sports injury procedures • Meniscus surgery. • Anterior cruciate ligament (ACL) repair. • Rotator cuff tear repair. • Hip surgery for labral tears. A note from Cleveland Clinic Orthopedic surgeons (orthopedists) treat a broad range of musculoskeletal issues in people of all ages. Some specialize in areas like upper extremity, foot and ankle, and spine conditions. At your appointment, be ready to discuss your symptoms, medical history and therapies you’ve tried. Seeing an orthopedic surgeon doesn’t always mean you’ll end up having surgery. They help many people feel better with nonsurgical therapies, like injections and physical therapy. Care at Cleveland Clinic From sudden injuries to chronic conditions, Cleveland Clinic’s orthopaedic providers can guide you through testing, treatment and beyond.

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