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AI-driven Innovations in Physiotherapy and Oncology 2 explores the transformative impact of artificial intelligence (AI) on two critical domains of healthcare. As the global demand for personalized, efficient and data-driven medical interventions increases, this book offers a timely examination of how AI technologies are reshaping clinical practices in both physiotherapy and oncology.
The book explores how AI supports early cancer detection, personalized treatment planning and monitoring of disease progression, while also playing a pivotal role in physiotherapy by enabling intelligent rehabilitation strategies tailored to oncology patients. From AI-driven motion analysis and virtual physiotherapy assistants to predictive models for treatment response and functional recovery, this book showcases innovations that optimize physical therapy outcomes for cancer patients. It also addresses ethical challenges, data governance and the integration of AI within clinical workflows. Designed for clinicians, researchers and healthcare innovators, this book is a vital resource for understanding how AI bridges the gap between oncology care and rehabilitative physiotherapy.
Abhishek Kumar, Senior IEEE Member and Professor at Chandigarh University, India, is a prolific researcher with 170+ publications and has international postdoctoral experience. His expertise spans AI, renewable energy and image processing.
Priya Batta is Associate Professor at Amity School of Engineering and Technology, Amity University Punjab, Mohali, India. Her expertise includes AI, blockchain and IoT.
Sachin Ahuja is Executive Director of Engineering and Professor at Chandigarh University, India. He has guided numerous ME and PhD scholars and currently specializes in AI, machine learning, data mining and related areas.
Pramod Singh Rathore, Assistant Professor at Manipal University Jaipur, India, has over 12 years of experience and 85+ publications. His research interests include NS2, networks, data mining, DBMS and professional memberships including ACM and IAENG.
Physiotherapy plays a crucial role in rehabilitation, injury prevention and pain management, using evidence-based techniques to enhance mobility and overall well-being. This chapter explores modern advancements in physiotherapy, including manual therapy, electrotherapy, exercise therapy and innovative approaches such as virtual rehabilitation and AI-assisted techniques. Physiotherapists use patient-centered interventions to restore functional movement, reduce musculoskeletal discomfort and improve quality of life. The study highlights the importance of physiotherapy in managing chronic conditions such as arthritis, neurological disorders and post-operative recovery. By incorporating tailored rehabilitation programs, physiotherapy helps patients regain independence and functionality, ultimately reducing healthcare burdens. Additionally, the integration of technology in physiotherapy has significantly improved treatment outcomes by providing personalized rehabilitation programs. Wearable devices, motion-tracking sensors and AI-driven analytics enable precise assessment and real-time feedback, enhancing both clinical decision-making and patient adherence to treatment plans. Furthermore, this chapter emphasizes the significance of interdisciplinary collaboration in healthcare to optimize patient care. Physiotherapists work alongside physicians, occupational therapists and other healthcare professionals to develop holistic treatment strategies, ensuring comprehensive patient support. Through a review of recent literature and case studies, this study underlines the evolving role of physiotherapy in modern medicine. The findings suggest that continued research and technological integration will further enhance physiotherapeutic interventions, making them more accessible and effective in diverse clinical settings. As physiotherapy continues to evolve, its expanding scope and innovative methodologies promise to revolutionize rehabilitation and musculoskeletal healthcare, improving outcomes for a broad spectrum of patients worldwide.
Tendons are essential components of the musculoskeletal system. Their main job is to transfer muscle forces to stiff bone levers, which in turn cause joint motion. Tendons can withstand 17 times body weight and are subject to significant compressive and tensile stresses, making them stronger than muscles. Their proprioceptive qualities aid in posture maintenance, and they serve as energy stores and shock absorbers (O'Brien 2005).
A tendon acts as a "mechanical bridge", transferring the forces generated by muscles to the bones and joints. Additionally, muscles use this strong, fibrous tissue to accomplish joint movements along a plane. The equivalent muscle reflects the morphology and purpose of the tendon. Tendon tissue is found not just at the terminals of muscles, but all the way down their length. The layers of connective tissue in muscles, known as the endomysium, perimysium and epimysium, combine to adhere to one or more fixed osseous sites. Contractile fibers can be found in tendon tissue near the muscle. Tendon activity is influenced by muscle, while muscle function is influenced by tendons (Bordoni et al. 2025).
The purpose of the tendon is to facilitate the transmission of force that leads to joint motion while maintaining the ideal distance between the tendon and the joint. Tendons store and retrieve energy very efficiently because they function as springs. Conversely, ligaments serve to anchor bone to bone, which means they offer mechanical stability, enabling the joint to move within its normal range of motion under tensile loads and stop the joint from moving too much. The physiological characteristics of tendons and ligaments are similar, with a similar hierarchical structure and mechanical behavior, despite their different functions (Robi et al. 2013).
Tendons are incredibly important for movement and mechanics. These anatomical structures promote movement and maintain proper posture by transmitting muscle forces to the skeletal levers. Tendons allow muscles to remain at the ideal distance from the joint they work on without requiring an excessive amount of muscle length to be present between the locations of origin and insertion. Tendons can bear heavy loads with little distortion, are more tensely strong than muscles and are stiffer than muscles. These characteristics reduce the amount of energy lost due to tendon strain and allow tendons to effectively transfer muscle forces to bones.
Similar to other connective tissue structures, tendons are mostly formed of connective tissue, have only a small number of cells and a rich extracellular matrix, despite their often-complex structure (Kaya et al. 2019).
Tendons are made of connective tissue. The body's connective tissues act reflexively to join cells and organs together, giving the body support and shape. The three main categories of connective tissues are specialized connective tissues, supportive connective tissues and connective tissue proper. Cartilage and bone serve as supporting connective tissues. Adipose tissue and hematopoietic tissue are examples of specialized connective tissues. Dense or loose describes connective tissue proper. The "packing material" found internal and amid muscle sheaths, in supportive to epithelial tissue, and surrounding neurovascular bundles is a loose connective tissue (areolar connective tissue). Because it is so thin, the loose connective tissue is not very resilient to stress or pressure. The dense connective tissue is more resilient to stress and less flexible. Tendons are categorized as dense and regular connective tissue. In tendons and ligaments, fiber bundles are closely spaced, parallel to one another, and regularly subjected to forces. Their configuration especially suits them to withstand tensile or traction forces (Oatis 2009).
Tendons, like all other thick connective tissues, are primarily made up of two components: an extracellular matrix and cells. When it comes to actively producing proteins, the fibrocyte (fibroblast) is the main cell type found in tendons. However, only approximately 20% of the bulk of the tissue is made up of cells. The components of the extracellular matrix, that of about the remaining 80%, are produced and secreted by fibroblasts. The ground substance and fibers (elastin and collagen) make up the extracellular matrix. The gelatinous substance that fills the voids left by cells and fibers is known as the ground substance. Water, proteoglycans (decorin, biglycan) and non-collagenous structural glycoproteins (fibronectin) make up its composition. Collagen makes up the majority of the fibrous component of tendons, which is why tendons seem white. A triple helix known as procollagen is formed when three polypeptide chains join together (Oatis 2009).
The fibroblast secretes procollagen, which is an organic crystal, into the extracellular matrix (ECM). After the ends of the molecule are broken, the somewhat shorter molecule is now known as tropocollagen.
In the extracellular space, tropocollagen molecules polymerize to form collagen microfibrils, which then group together to form fibrils, sub-fibrils and fibers. A far smaller percentage of the fibrous structure of tendons is made up of elastin fibers. Collagen makes up a far larger percentage of tendons than elastin does. An entire extracellular matrix consisting of water, proteoglycans and structural glycoproteins is known as the ground material. Structural glycoproteins are primarily composed of proteins with a minor amount of carbohydrates. These glycoproteins, which include undulin, fibronectin, thrombospondin and tenascin C, are crucial for a cell's ability to adhere to fibers and the remaining ECM constituents. Proteoglycans are essential for tendon function, even though they make up less than 1% of a tendon's dry weight. Large, intricate macromolecules called proteoglycans have a protein core that is covalently attached to one or many of the glycosaminoglycans (GAGs) enclosed. Glycosaminoglycans are linear molecules made up of repeated disaccharide units that have one end attached to the protein core and one end radiating outward in the shape of a "bottlebrush" (Oatis 2009).
In tendons, the accumulation of GAGs is significantly lower. Proteoglycan molecules, on the other hand, are stiffly stretched due to their great charge density and charge-to-charge repulsion force (Oatis 2009), which helps tendons withstand tensile and compression pressures. These molecules' polarity also draws and retains water in the connective tissues. This hydrophilic quality aids in the sustenance of tendon extensibility under tensile loads. For instance, a distraction force can cause a wet tendon to readily extend, whereas a dry tendon will lose compliance. Hydrophilic characteristics of proteoglycans mean they enable the quick diffusion of molecules that are soluble in water, and movement of cells inside the tendon's extracellular matrix. Because proteoglycans give cellular and fibrous connective tissue components support and space, they also aid in controlling and maintaining the tissue's structural organization (Oatis 2009).
Figure 1.1. Ligament and tendon structural composition
NOTES ON FIGURE 1.1.- A. From the tropocollagen molecule gross structure, the tendon and...
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