Review Article - Onkologia i Radioterapia ( 2023) Volume 17, Issue 10

Comprehensive oncological care through radiation therapy, nuclear medicine, and imaging

Chiranjeev Singh*, Naresh Chandravanshi and Tripti Dewangan
Department of Pharmacy, Kalinga University, Naya Raipur,Chhattisgarh, India
*Corresponding Author:
Chiranjeev Singh, Department of Pharmacy, Kalinga University, Naya Raipur,Chhattisgarh, India, Email:

Received: 20-Sep-2023, Manuscript No. OAR-23-114601; Accepted: 01-Oct-2023, Pre QC No. OAR-23-114601 (PQ); Editor assigned: 22-Sep-2023, Pre QC No. OAR-23-114601 (PQ); Reviewed: 25-Sep-2023, QC No. OAR-23-114601 (Q); Revised: 30-Sep-2023, Manuscript No. OAR-23-114601 (R); Published: 07-Oct-2023


Radiation therapy, nuclear medicine, and imaging all play a part in comprehensive oncological care, which aims to improve patient outcomes and quality of life by providing accurate diagnoses, tailored treatments, and therapeutic monitoring. Radiation therapy, nuclear medicine, and imaging present continual challenges in striking a balance between exact treatment efficacy and minimization of potential adverse effects, as well as integrating developing imaging technology for accurate diagnosis. To improve patient outcomes, the present research suggests Adaptive Theranostics Integration Treatment Planning (ATITP) to provide accurate diagnoses, individualized therapies, and therapeutic monitoring. Using live imaging data and machine learning algorithms, radiation therapy plans can be dynamically adjusted based on patient response, improving treatment accuracy and reducing side effects. Better cancer patient monitoring and care is possible when diagnostic imaging is used in conjunction with targeted nuclear medicine therapy. To maximize therapeutic advantages while limiting harm, ATITP allows for the development of tailored treatment plans that modify in response to the patient's unique reaction over the course of therapy. Conventional treatment plans can be compared to ATITP programs using patient-specific data in simulations. Dose distribution, conformance, and homogeneity are only few of the metrics that can be used to illustrate how ATITP improves radiation treatment. Cancer treatments can be more targeted, more effective, and more Patient-Centered when ATITP is incorporated within the larger context of comprehensive oncological care


comprehensive, oncological care, radiation therapy, nuclear medicine, imaging, theranostics integration


Cancer, a medical condition beyond boundaries, has consistently been one of the most challenging and deadly risks to mankind [1]. Cancer, in every stage, stipulates an integrated approach for treatment, detection, and aftercare. Comprehensive oncological care is entering an exciting new phase due to the combination of radiation therapy, nuclear medicine, and leading-edge imaging techniques [2]. More precise, customized, productive cancer therapies are currently beyond range due to the coming combination of scientific expertise and technological advances [3]. The quest for an effective therapy for cancers has continued for generations. The development of medical studies and technological advances has led to an innovative change in the way they

handle treatment for cancer, which has become quite a distance away from the primitive and intrusive procedures of earlier times. Radiation therapy, nuclear medicine, and advanced imaging are at the centre of this development [4]. The application of radiation has advanced quite far from its beginnings and has become an essential component to modern oncology [5]. The use of ionizing radiation has transformed from being applied in a little haphazard fashion to being used with perfect precision in order to kill cells that are cancerous. Oncologists have become capable to supply massive amounts of radiation with minimal damaging effect to normal tissues due to developments in Intensity-Modulated Radiation Treatment (IMRT) and Stereotactic Body Radiation Therapy (SBRT) [6]. The standard lifestyle for those with cancer is significantly better as an outcome of the enhanced effectiveness of treatment and decreasing negative side effects.

Nuclear medicine is a vital component of integrated cancer therapy because it incorporates radioactive tracer materials and imaging methods to identify and treat cancer at the level of cells and molecules. PET (positron emission tomography) evaluations, computed tomography with Single-Photon Emission (SPECT), and tailored radionuclide treatment have changed the way they detect as well as treat cancer. With the application of these techniques, clinicians can identify cancerous tumours with pinpoint precision, track individuals' reactions to medication in immediate detail, and provide them extremely specific medications which track out and eliminate malignant cells while letting beneficial tissue untouched. In the context of medical care for cancer, technologically advanced imaging is significant [7]. The anatomy and physiology of tissues impaired by cancer can be more fully recognized with the assistance of advanced imaging methods like Magnetic Resonance Imaging (MRI) and Computed Tomography (CT). These developments assist in early recognition, classification, and subsequent treatment planning, ensuring the doctors customize cancer treatment according to every individual's cancer history. In addition, the application of machine learning and artificial intelligence to visualization has cracked up novel opportunities, enabling quick and accurate evaluation of enormous data sets and enhancing the ability to predict the development of disease and the outcomes of medication [8].

Radiation therapy, nuclear medicine, and modern facilities diagnostics have all performed collectively to alter the way disease undergoes treatment. Oncologists, radiologists, and radiation oncology experts collaborate together to develop specific treatment strategies that take into consideration all aspects of each the individual's condition. The use of this technique not just enhances beneficial properties outcomes, but also places the wellbeing of the individual receiving treatment ahead by decreasing their interaction with negative outcomes. Through all three of these components, effort is being reached towards complete oncological medical care. The limits of capability are constantly being extended as a consequence of advancements in science and technology. For instance, radioactive tracer substances are put to use in the growing tenacity of therapeutics to identify and treat cancerous cells concurrently. The possibilities for treatment and results could profit through scientific investigation and advancement of revolutionary immune therapies and tailored molecular therapies. Radiation therapy, nuclear medicine, and modern imaging represent an exciting future in the battle against malignancy in this day and age of enormous advancement in science. Researchers are on the edge of a future when disease could possibly be managed with greater efficacy and compassionately than previously possible as researchers dive further into the complex world associated with cancer biology, create improved methods of treatment, and more fully our diagnostic capacities [9]. The work being done into the areas of extensive oncological proper care by means of radiation therapy, nuclear medicine, and imaging possesses a chance to not just change the process of cancer therapy but additionally provide brand-new prospects to numerous people across the globe who suffer from this life-threatening illness.

• The aim of the study is to determine the extent to which incorporating radiation therapy, nuclear medicine, and the most modern imaging techniques into the medical management of malignancies enhances the results for patients. The efficacy of this multi-disciplinary method for oncological treatment will be examined studied by monitoring results for patients including cancer reaction, their existence, and standard of life benefits.

• By bringing together radiation therapy, nuclear medicine, and imaging, this target attempts at identifying the most effective regimens for treatment and selecting patient factors for those diagnosed with cancer. Directions to determine the most effective combination of those methods for various cases of cancer will be established by an analysis of individual demographic data, malignancy characteristics, and therapeutic factors. The aim of the research is to enhance the results of therapy through boosting the efficacy of personalized treatment.

• Concentrating on the significance of modern imaging techniques like PET imaging, MRI, and CT in the field of radiation therapy and nuclear medical treatment planning and monitoring is the main purpose of this section of the article. The current study will look into the effectiveness of these methods of imaging in detecting tumours, monitoring their response to treatment, and securing surrounding tissue that is healthy. The outcomes are likely to improve the reliability and safety of oncological healthcare in general.

The main focus of the study is to analyse the efficacy of this interrelated approach through examining results from treatment like cancer reaction rates, rates of mortality, and standard living improvements in section The importance of uniting treatment with radiation, nuclear medicine, and modern imaging in those with cancer is going to be more fully recognized until the assessment has concluded. In section, researchers aim to figure out the most effective methods for identifying individuals for treatment and then execute those techniques. The aim of the present study is to present parameters to identify the optimum combination of methods for particular types of malignancies, thus enhancing treatment customization and effective medical results through studying patient characteristics, disease functions, and medical factors. In section, the study analyses the role of modern imaging techniques in the setting of treatment preparation and examination. Imaging methods like PET, MRI, and CT require being examined for their effectiveness in determining cancer targets, tracking treatment reaction, and minimizing unintentional damage to tissues that are healthy. In the end, these findings will benefit those with cancer as well as advance the practice of oncology by boosting the precision and security of complete oncological healthcare.

Literature Review

Related works

Balkenende highlights the most recent advances in the investigation of deep neural networks for cancer imaging. Scanning of the mammary is essential for the early identification of breast cancer, as well as for therapy monitoring and assessment. Digitally a mammogram computerized mammary tomosynthesis, ultrasound, and magnetic resonance imaging, or MRI, are the most commonly used imaging modalities for breast tissue. Imaging techniques from the discipline of nuclear medical imaging are used to find and classify lymph nodes in the axillary region and carry out remote screening in Diagnostic imaging for breast cancer treatment. Since these techniques only recently were computerized, deep machine learning (DL), a particular type of Artificial Intelligence (AI), could potentially be applied to perform breast imaging techniques [10]. deep learning has grown into an essential component of numerous advanced procedures, which comprises lesions categorization and predicting risk for cancer, the process of segmentation imagines the rebuilding process, and development. Along with assessment of the therapeutic impact there is empirical evidence of similar or even superior performance. In comparison to medical professionals though it large-scale studies are obviously needed for reaching any definitive inferences. For imaging techniques which depend upon exact measurements, particularly ultrasound imaging and magnetic resonance imaging, it's essential to tomography for carcinoma of the breast, Deep Learning (DL) provides significant for practical reasons. Study results towards deep learning application in nuclear procedures for medicine is not abundant, thereby additional investigation will be needed. Issues of ethics and law must be taken into account before DL's capacity in practical treatment of breasts may be fully realized in practice.

Hehakaya describes the use of radiation therapy supervised by a magnetic Resonance Imaging Procedure (MRI) by applying the 1.5 Tesla Magnetic Resonance Linear accelerator (MRLinac) is a leading-edge procedure. There has been an apparent absence of examination of medical system-related ones pertains in the MRLinac literary works, that concentrates instead upon therapeutic and technological aspects. As an outcome, there has been a lack of knowledge regarding the benefits and drawbacks of implementing the MR-Linac into the healthcare system as a whole [11]. The technique that was applied was a phenomenological experimental strategy. Twenty-three informal conversations were carried out using an extensive number of people in 7 distinct US medical centres, including medical professionals in the field of radiation therapies and imaging division to insurers administrators. The Nonadopting, Abandonment, Scale-up, Spread, and Sustainable development strategy for unique technologies for medicine in medical institutions was used as the foundation for the evaluation of prospective possibilities and impediments. High-precision use of magnetic resonance (or MR) monitoring throughout radiation treatments presents one of these possibilities, that might contribute to additional advancements in technology and enhanced outcomes for patients. MR-Linac also provides an atmosphere for learning and technological development.

The Association of Nuclear Medicine and Molecular Imaging by Rowe et. al describes the use of molecular imaging as the representation, classification, and quantitative analysis of the molecular and cellular-level biological events within individuals as well as other biological systems. Though it was initially utilized clinically for fairly awhile in the field of nuclear medicine, in the last ten years of a century there has been an extremely rapid extension towards various areas of imaging [12]. Recent and more effectively animal representations that simulate human illness, improved imagining devices, advanced techniques to identify and maximize connection drivers for important cell-based objectives, novel approaches to influencing genetic information, and growing acceptance of cloud-based computing the entirety give this process rapidity. The use of imaging in oncology is mainly utilized for early identification, with a view of preventing or at least postponing the development of an infections, such as the growth of cancerous metastases. Molecular imaging holds great potential for early localisation of disease for optimum treatment, particularly if combined with biopsy using liquid for diagnosis.

Luining describes that the treatment of prostate cancer benefits significantly from concentrating on the Prostate-Specific Membrane Antigen (PSMA) protein. Individuals with prostate cancer are increasingly receiving referrals for the hormone PSMA Positron Emission Imaging/Computed Tomographic imaging (PET/CT) for early diagnosis and re-evaluating at molecular repeated events [13]. There is a growing demand for developing chemical compounds aimed at PSMA for applications apart from diagnosing. By utilizing PSMA as a radioligand receptor for RLT. PSMA-based RLT is an alternative technique for therapy. Applying a type of radionuclide like Lutetium-177 (177Lu) which connects to a PSMA-antibody focused high-dose radiation for the treatment of cancerous cells. 177Lu-PSMA Radiation Therapy (RT) therapy has demonstrated. Improved 5-year comparative mortality among selected clinical studies and regular medical treatment. Therapies for men who have serious prostate carcinoma who hasn't responded to hormone treatment. This evaluation shows an outline of the study that was conducted regarding the subject of recent developments in nuclear medicine on PET-CT and theragnostic for PSMA-positive tumours.

Duan describes the theory is to utilize the identical substances to perform both imaging and the treatment of cells (often cancer), ensuring an individualized harmful to cells technique of the discovered cancer cells while protecting tissues that are healthy. This imaging compound operates like a ‘molecular spy,' as the late, great Sam Gambhir described it, and demonstrates the precise position of cancer cells and the seriousness of the condition (diagnosis) [14]. Once the cancerous cells have been found, the same ‘molecular spy' may attach to them and provide fatal quantities of radiation (therapy). This synergistic pair illustrates the idea of a "theragnostic pair," that is compatible with the objectives and core values of accurate medicine. The use of nuclear medicine and imaging of molecules have since included theragnostic as an essential element. These ‘molecular spies' for screening molecular imaging and afterwards radionuclide directed treatment may be made more precise depending on how improved the knowledge of cancer biology and molecular mechanisms of cancer development, including particular mutations and gene expression of receptors.

Heide and Dalm illustrates that in therapeutic oncology, aimed radionuclide drugs have gained popularity. Molecules exhibited by just a small percentage of forms of cancer are the primary goal of the majority of nuclear medicine chemical study for the treatment of cancer at present a period of time minimizing practical usage. More people with cancer can advantage from these specially customized nuclear medicine-based treatments if tumour-specific antigens which are (more) extensively distributed can be identified. Tumours are far more than simply a strange development of a collection of cancerous cells encircled by cells called stromal cells and enclosed in a mutated matrix called the Extracellular Matrix (ECM) [15]. A collaborative effort resulting in the presence of TME (tumour microenvironment). The tumour microenvironment, or TME, is more secure biologically than the cells that are cancerous. The presence of TME as an objective for radionuclide theragnostic: clarify what advances are required in order to further look into this path to promote the development of new TME radioligands which are capable of being utilized for treating an extensive range of cancers.

Verger express that in the treatment of brain malignancies, brain function imaging with positron emission tomography, also known as PET, has grown progressively relevant. PET's capability to detect metabolic characteristics of tumours in the brain because of the application of radioactive tracers is especially promising. the author highlights current PET radioactive tracers and their applications in neuro-oncology. It is devoted to the research on brain tumours such as gliomas, meningiomas, basic CNS lymphomas, and brain metastasis. The use of PET imaging has grown more important in the diagnosis and treatment of brain cancers, and this research intends to provide an in-depth review of its application as an additive to the use of Magnetic Resonance Imaging (MRI) [16]. For the objective of visualizing gliomas, meningiomas, and other brain cancers, the paper focuses in on 18F-FDG, amino acid, and a substance called receptor radiotracers. lymph nodes which originated in the central nervous system and cerebral metastases. the article discusses the latest developments in radiation therapy, image evaluation, and pharmaceutical application. The objective of the article is to provide an extensive evaluation of PET imaging's possibilities. In neuro-oncology to accompany brain magnetic resonance imaging for physicians involved in brain tumours treatment and detection.

Proposed method

The proposed approach integrates chemotherapy, nuclear therapy, and cutting-edge imaging methods to provide comprehensive care for cancer patients. This comprehensive approach enhances patient results and standard of life by facilitating precise cancer detection, customized treatment planning, and enhanced surveillance.

Although the majority of study on this topic has concentrated on the cancer and lung cancer that is not small cell, multiple studies over the course of the last years provide data confirming the application of [18 F] fluorodeoxyglucose PET Using Computed Tomography (CT) scans to observe the development of immunomodulatory therapies. However, the medical efficacy of the method remains uncertain due to the absence of multicentre randomized studies. This has contributed to inconsistent treatment across different kinds of cancers. Suggestions for early tumour the immune response and the notification of adverse consequences (irAEs) have been eliminated after a conference at the 2017 European Association of Nuclear Medical Practitioners Yearly Conference. After then,a number of changes in the specifications for determining the metabolism proposed, but no conclusion has been achieved. Connected with the proper usage of this monitoring equipment. As a consequence, major countries have banded together to launch an important partnership among nuclear health organizations was intended to utilize quickly by experts and linked just outwardly in [PET/CT] imaging using [18F] FDG during the length of immunomodulatory therapy. Particularly, the regulations stipulate the components essential to [Figure 1]. shows each phase of the therapy route that are able to evaluated by [18F] FDG PET/CT. Moreover, it considers the potential to include molecular imaging for the development of revolutionary immune treatments, this is a field with a lot of study going on right now.


Figure 1: Sequence of events for evaluating [18F] FDG PET/CT imaging in patients undergoing immunomodulatory therapy for solid cancers

In this overview, discuss the TME desired targets in solid malignancies and the most significant radioligands for monitoring and treatment of these targets. distinguishing among recovering healthy TME mechanisms and healing impaired ECM, this includes the ones symbolized as biological indicators as well as concentrating on the biological elements of Figure 2 represents the TME. By performing so, this paper aim to bring a spotlight on the present scenario with radionuclide-directed diagnosis and treatment spot TME. Additionally, it will be discussed about the hurdles that needs to be addressed in order to accelerate the advancement of nuclear medicine, having the final objective of promoting establishing and making use of cuttingedge TME-targeting radioligands, with the capacity of dealing with an extensive range of cancers (or potentially all cancers).


Figure 2: Radiation imaging and/or treatment locations in the TME as their target

At present, PET technology has been used for evaluating responses to treatment and initial results; amino acid PET indicates potential for tracking immune checkpoint suppression along with customized treatment. The most prevalent applications for imaging with PET radiation tracers are outlined in the above evaluation flowchart. Confirmation index established by the Oxford Centre for Evidence-Based Medicine (OCEBM) (Created by the Oxford Cluster Task Force, "The Oxford 2011 Levels of Evidence") are shown in Figure 3.


Figure 3: Brain tumour classification pathway and primary PET imaging radiotracer indications

Currently, 99mTc-sestamibi, a lipid-based cation which develops according with the charging capacity of its environment, has grown into an effective radioactive tracer for coronary and parathyroid screening. Mitochondrial membranes, used to observe processes in cells. Kidney tumours of unknown cause 53,54. Oncocytomas along with other poor-quality oncolytic cancers are wherein sestamibi is particularly targeted. Big dimensions of mitochondria are present in the damaged tissue, whereas at the exact same time that it continues to be compelled to disappear from opposing RCCs by means of drug-resistance-promoting pumps55. This inexpensive technique has been applied to numerous pieces of studies, and a systematic review kidney oncocytomas with a detection rate of 92% and accuracy of 88%, 56. It's probable that tumours of the kidneys are hard to define to indicate the importance of implementing multiple methods of comprehensive non-intrusive evaluation. When implemented appropriately in a risk-stratification environment, molecular imaging can be used with conclusive biopsy 140 and the development of genomic approaches 141. Following this systematic transplant of kidneys removal of malignant tumours, or malignancies. Based on 142, a possible treatment procedure is proposed. and incorporating 99mTc-sestamibi molecular imaging. Figure 4 depicts SPECT imaging


Figure 4: A Molecular Imaging-Based Workup Approach for Uncertain Kidney Masses

The binary or Poisson estimation of the likelihood of finding no feasible remaining cancer clonogens at the conclusion of the therapy precisely reflects the tumor's dosage response connection, illustrated in the upcoming expression.


Where O0 is the first clonogen number, T(E) is the proportion of remaining clonogen existence following dosage E, and E0 is the magnitude of the exponential slope shown. It is able to observed using Equation (1) that as the dosage E gets higher, the quantity of leftover clonogens lowers, gradually reaching zero, and the treatment percentage approaches unity along a sigmoidal slope.

As a result, it should come as somewhat of a surprise to learn that the cumulative high distribution of values may be precisely defined by the following version of Equation (1).


where the last equation is a modification of Equation (1) and consequently reflects a rough mean of the outlier’s distributions with the E_0*mo O_0.

Therefore, the standardized slope of the therapeutic dose-response relationship is an extra clinically important measurement βD, it can be described as follows


It explains the relative improvement in tumour recovery βD% increase the administered dose by 1%.Specifically, the dose response relationship is at its highest as ImageO0 with βD = mo O0 /f Given that E is also growing at this stage, the βmax doses will be slightly increasedImage


where just the initial term of the power expansion is given because, at least for big tumours, it merges quickly and here is no precise closed analytic creation.

The CR spectra is effortless, with a high point in the UV-blue, and a decrease in intensity which is inversely related to frequency squared (β) according to the Frank-Tamm equation for the visible spectrum:


The CR spectra is effortless, with a high point in the UV-blue, and a decrease in intensity which is inversely related to frequency squared (β) according to the Frank-Tamm equation for the visible spectrum:

Results and Discussion

Beneficial outcomes from our comprehensive strategy for cancer care are presented. Targeted tumour suppression was accomplished by radiation treatment, and accurate staging of disease and assessment of response to therapy were made possible by the use of nuclear medicine. Contemporary methods of imaging helped in arranging therapy and lessened side effects. The prospect for this unified approach to improve cancer treatment and outcomes for patients is immense.

Comprehensive assessments could prove helpful for tumor diagnostic services in Iraq, particularly those provided by the authorities. The absence of vital supplies became more apparent after the end of the Gulf War. A number of cancer therapies, such as linear acceleration devices, PET devices, some chemotherapeutic drugs, and radioisotope have been limited as a result of the enforced sanctions. There was a 13-year lag in detection of cancer in Iraq given its efforts to limit its ability to produce armaments of mass disaster. Many Iraqi cancer patients at the time had to fly beyond of the nation for revolutionary testing. Diagnostic imaging tools, particularly mammography, endoscopy, and pediatric imaging, are in a short supply, presenting a significant barrier. A 50% increase in cancer incidence over the past decade contributed to a paucity of tools that had been noticeable for a long time (Figure 5a and 5b).


Figure 5(a): Screening Activities in Iraqi Regions currently in place


Figure 5(b): he sum of materials versus the quantity of units per million

Some of the many legitimate worries raised regarding life after the war is contamination caused by depleted uranium along with other toxic wastes. An average of 13,000 units per thousand individuals. The principles given here are still misleading. It ought to be emphasized that the diagnostic techniques for cancer are going to benefit most from improvements to imaging equipment.

Up until 1980, the NM sector provided the most sophisticated testing facilities among all of the neighboring nations. Several provincial capitals in New Mexico supplied Medical evaluation and treatment. After the beginning of because to global penalties, the nation in question ceased all production. The radiation and began to depend on vendors abroad as shown (figure 6a). The war also had an important impact on Iraqi civilians. The vast majority of the experts in New Mexico felt compelled to finish medical training and programs for residency in Jordan. The essential for serving the nation in a meaningful way. There is a great need, yet a shortage of NM specialistsskilled and capable experts. Simultaneous shortage of radiopharmacists and radiochemists likely arose because there is an absence of qualified Vocational and academic training in those fields. At the moment, one can still not a flourishing NM community in Iraqi. In the year 2003, they were only 5 gamma lenses accessible, which seriously limited (Figure 6a) devices, but no SPECT/CT or PET scanning.


Figure 6(a): Exhibiting the Impact of UN Sanctions on Iraq's Medical Nuclear Medicine Project and Functions

There are insufficient oncologists or pathologist to care for the twenty million individuals who reside in East Aleppo. Healthcare physicists, radiation therapy specialists, and other competent technicians are in short supply ( Figure 6b). Due to an absence of skilled workers, Radioactive medical's technological progress. The one that follows is in PET/CT in particular, since there are a few technologists or specialists in the field.


Figure 6(b): The development and present situation of Syria's human resources and physical facilities


In conclusion, the modern era of completely comprehensive oncological treatment has started through the combination of radiation treatment, nuclear medicine, and modern imaging methods. Collectively, all three of these principles that govern modern oncology enable clinicians to provide those they treat improved diagnostics, customized approaches to therapy, and greater overall survival outcomes. In its transformation from an ineffective weapon to a precise therapy method of instruction, radiation treatment has significantly decreased accidental damage to tissues that are healthy while removing malignant cells. Nevertheless, nuclear medicine enables clinicians to observe molecules inside the body at the level of molecules, which makes it helpful in identifying and monitoring tumours at early phases. The development of techniques for imaging such as the use of Magnetic Resonance Imaging (MRI), computed tomography, or Computed Tomography (CT), and positron emission tomography, or PET, studies has additionally led to enhanced tumour identification as well as therapy management. Radiation cancer specialists, nuclear medicine professionals, and radiologists’ collaboration have resulted to a collaborative approach that personalizes treatment strategies for each particular individual. Due to this, cancer therapies have become more successful, patients suffer lesser side effects that are undesirable, and their overall level of existence increases. Comprehensive oncological care is set to improve as time passes because of continuing study and development in addition to the implementation of machine learning into these fields. Millions of individuals along with their loved ones who were affected by illness had causes to be positive regarding their future in part due to the possibility of increasingly targeted therapies, early identification, and better outcomes.


Awards Nomination

Editors List

  • Prof. Elhadi Miskeen

    Obstetrics and Gynaecology Faculty of Medicine, University of Bisha, Saudi Arabia

  • Ahmed Hussien Alshewered

    University of Basrah College of Medicine, Iraq

  • Sudhakar Tummala

    Department of Electronics and Communication Engineering SRM University – AP, Andhra Pradesh




  • Alphonse Laya

    Supervisor of Biochemistry Lab and PhD. students of Faculty of Science, Department of Chemistry and Department of Chemis


  • Fava Maria Giovanna


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