Radiotherapy Department Research Articles

Primary breast sarcomas: A 13 case-series study treated in university hospital in central Tunisia over a 25-year period.

To retrospectively study the therapeutic modalities of primary breast sarcomas in view of the data of a local Tunisian experience. It is a monocentric, descriptive, retrospective study including 13 cases of primary breast sarcoma treated over a period of 25 years (1995-2020) in the oncological radiotherapy department of a university hospital in Sousse, Tunisia. In our study, 13 cases of non-metastatic breast sarcomas that has been identified, divided into ten cases of phyllodes sarcomas and three cases of non-phyllodes sarcomas.Surgically, all our patients had a mastectomy. Among them, seven underwent a lymph node procedure: five underwent axillary lymph node dissection, and two others had primary axillary lymph node biopsy. For the adjuvant treatment, all the patients included in our study received radiotherapy and seven received chemotherapy. Local recurrence occurred on the operative scar in one patient after completion of radiation therapy. Metastatic relapse was described in five patients. The time to onset of metastases varied between two months and five years. Nevertheless, a complete remission was noted in 6 patients with a follow-up varying from four years to 20 years. Two patients were lost to follow-up. Breast sarcomas remain a very rare entity of aggressive tumors.The therapeutic approach is poorly codified. For this reason, the therapeutic decision should always be discussed in a multidisciplinary assessment.

DICOM Standard and Its Application in Radioinformatics

The DICOM standard is the emerging standard in the field of medical informatics. It defines the standard network interface and data model makes the medical image equipment manufacturers on the standard network equipment interconnection, simplify the development of various types of medical image, promote open unrelated to the factory of medical digital image transmission and exchange, prompting the image archiving and communication system of PACS (Picture Archiving and Communication Systems) and the combination of various hospital information system HIS (Hospital Information Systems). Radiation therapy departments in many hospitals have purchased more than one manufacturer of radiotherapy planning systems, and treatment information has to be communicated using DICOM standards. The use of DICOM in radiotherapy is called DICOM RT. At home, doctors are not fully aware of its importance and researchers do not. This paper mainly discusses the implementation and application of DICOM and protocol in precision radiotherapy system. The main contents include: (1) DICOM RT defines a total of seven information objects, which play a pivotal role in the information exchange of radiotherapy system. Discuss the content of DICOM RT; discuss the development of radiotherapy technology at home and abroad. (2) At present, DICOM standard has been widely used in the field of medical informatics, but no authority can provide DICOM compatibility verification of imaging equipment or DICOM application system, which still has many difficulties in system interconnection, that is, the research and implementation of DICOM test method. (3) The application of DICOM in PACS system. (4) Impaired compression study without visual loss in medical images based on DICOM standard.

Satisfaction levels and associated influencing factors among inpatients and outpatients with breast cancer at a tertiary health facility in Ghana.

To uncover variables linked to breast cancer patient satisfaction in order to improve policy choices and actions for breast cancer care in Ghana. We employed a cross-sectional design using a quantitative approach. The Radiotherapy, Oncology and Surgery Departments of the Korle Bu Teaching Hospital, Accra. Inpatient and outpatient breast cancer patients. The level of inpatient and outpatient satisfaction was measured using descriptive and inferential statistical analyses. The Shapiro-Wilk test was employed to assess normality, while the Heckman selection model assessed significance with outcomes of interest. A total of 636 participants, with a mean age of 52.64±14.07 years, were recruited. The measured inpatient and outpatient levels of satisfaction out of 100 were 74.06±7.41 and 49.99±1.00 respectively, while the self-reported satisfaction levels out of 5 were 4.22±0.63 and 4.11±0.85 respectively. The level of inpatient satisfaction was significantly influenced by age, marital status, income level, and number of previous facilities visited (p<0.05). Outpatient satisfaction level was significantly associated with place of residence and income level (p<0.05). The study offers insight into the satisfaction levels of breast cancer patients receiving inpatient and outpatient services at the largest tertiary referral centre and teaching hospital in Ghana, as well as the factors influencing attendance and satisfaction levels. Understanding and improving breast cancer patients' levels of satisfaction is a way that providers can safeguard their emotional well-being. Improvement in patient satisfaction at our institution among outpatients is an area for future growth. Gardner-Holt Women's Health Grant program, Centre for Global Surgery 2021.

Preliminary results of hypofractionated radiotherapy in breast cancer in Chandigarh, India: single-centre, non-inferiority, open-label, randomised, phase 3 trial

Globally, most of the randomised trials with hypofractionation in patients with breast cancer have used 3-dimensional conformal radiotherapy technique (3D-CRT). As facilities for 3D-CRT technique may not be available in low-resource settings, there is a need to see if hypofractionation is feasible and safe with 2-dimensional (2-D) technique. In this study, we compared a 3-week radiation schedule with a 2-week schedule of hypofractionated radiotherapy in patients with breast cancer with 2-D technique. The current study was an open-label, randomised, phase 3 trial. Patients with breast cancer, stage I-III, post mastectomy or after breast conservative surgery who needed adjuvant locoregional radiotherapy were randomised in the Department of Radiotherapy & Oncology, Post Graduate Institute of Medical Education & Research (PGIMER), Chandigarh, India; to 34Gy in 10 fractions over 2 weeks (2-week arm) or 35Gy in 15 fractions over 3 weeks to the chest wall and 40Gy/15#/3wks to breast and supraclavicular fossa (3-week arm). Boost dose when indicated was 8-10Gy/2-4#/2-4 days in both the arms. Patients were planned on a 2-dimensional (2D) simulator with 2 tangential fields to breast/chest wall and incident supraclavicular fossa field. Acute toxicity was assessed using the Radiation Therapy Oncology Group (RTOG) grading scale. Assessments were carried out weekly during radiotherapy and at 4 weeks after treatment by the physician. Cosmetic outcome was assessed using the Harvard/National Surgical Adjuvant Breast and Bowel Project (NSABP)/RTOG scale. The toxicity rates between the two arms were compared using Fisher's exact tests. The trial was approved by institutional ethics committee and registered with ClinicalTrials.gov, number NCT04075058. This study included 1121 eligible patients from June 2015 to December 2020. Median follow-up was 35 months (6-84 months). Mean age was 48 years (24-75 years). The patient characteristics were comparable between the two arms except for more mastectomies in the 3-week arm and more node-positive patients in the 2-week arm. There were more oestrogen receptor-positive tumors in the 3-week arm. Acute skin toxicities were comparable between the two arms. Grade 2 and 3 skin toxicity was 100 (18%) and 82 (15%); and 16 (3%) and 12 (2%) in the 3-week and 2-week arm (p=0.21), respectively. Cosmetic outcome was assessed as Excellent or Good for 89% of patients in the 3-week arm as compared to 94% in the 2-week arm (p=0.004). The two radiation schedules were comparable in terms of acute skin toxicity. The cosmetic outcome was better with the 2-week schedule. The preliminary findings indicate 2-week radiotherapy schedule with 2-D technique was better than the 3-week schedule in patients with breast cancer. However, disease outcomes and late-term toxicities need to be further checked. This study was funded by Science and Engineering Research Board (SERB), India.

Established advanced practice roles in radiation therapy: A scoping review.

Advanced practitioners are healthcare professionals that are highly skilled with a particular area of expertise. These roles have been successfully implemented in many healthcare settings, improving efficiency of the service, as well as enhancing the standard of care received by patients. Although advanced practice roles have been implemented in some radiation therapy departments, their implementation have yet to be facilitated in the majority of countries. The purpose of this review is to scope the literature available regarding established advanced practice roles in radiation therapy. The PRISMA strategy for the identification of relevant literature was adhered to. Two data bases, EMBASE and PubMed, were searched using combinations of the key words 'Advanced', 'Practice', 'APRT', 'Radiation', 'Therapy' and 'Radiotherapy'. Exclusion criteria were applied, and citation lists were also screened for additional relevant sources, including grey literature sources. A total of 35 relevant sources were identified that discussed advanced practice radiation therapy roles in the United Kingdom, Singapore, Canada, Australia and the USA. Means of role establishment and scope of practice were defined, and a number of advantages and challenges for advanced practice radiation therapist roles were identified. There are many benefits of implementing advanced practice roles in radiation therapy departments. Though the implementation of these roles can be challenging, the existing evidence indicates that it would be beneficial for the patient, the radiation therapist and the department as a whole. A more systematic approach, including reporting of quantitative outcomes may assist in the more widespread implementation of these roles.

(180) Female Sexuality of Tunisian Women with Treated Breast Cancer

Abstract Introduction Breast cancer is a major health problem. Several treatment strategies are used to treat it such as lumpectomy or mastectomy surgery, chemotherapy, radiotherapy, and hormone therapy, which leads us to ask the following question: what impact does breast cancer and its treatments have on female sexuality? Objective The aims of our study were to assess the sexuality of Tunisian women with breast cancer in remission, and to determine the prevalence and nature of sexual dysfunction in this population. Methods We carried out a descriptive cross-sectional study, involving women aged under 60, followed up for treated non-metastatic breast cancer currently in remission, and having a regular sexual partner during the last month. Outpatients in the surgery and radiotherapy department of the "Salah-Azaiez" Institute were interviewed using a questionnaire including a validated Arabic version of FSFI (Female sexual function desire). Our study was carried out throughout a period of 3 months, from January 1st, 2023 to March 31st, 2023, this period allowed us to collect our necessary data. Results We included 120 women in our study. The majority were between 40 and 49 years with an average of 46.53. One-third (33.3%) had a university degree and 16.7% were senior executives. More than half of our population (56.7%) were menopausal and 12% were smokers. 85% of the women had children, and only 36% had breastfed their children exclusively. Half of the women had discovered the disease at stage II, and 52% of them had discovered it during breast self-examination. Surgical treatment was radical in 61.7% of women and conservative in 38.3%. Thus, 75% of the population had undergone chemotherapy, 93.3% had undergone radiotherapy and 71.7% were receiving hormone therapy. Only 5% of our study population had a sexual dysfunction prior to the disease and 78% of women had reported a change in their sex life after breast cancer, with the frequency of intercourse as the main parameter affected. Among the most common sexual complaints were decreased or absent sexual desire in 68.1% of cases, lack of sexual initiative (74.4%), vaginal dryness (48.9%), and dyspareunia (42.6%). The majority of interviewed women (83.3%) had presented with global sexual dysfunction, i.e. a total FSFI score ≤26.55 and the areas most affected were pain, lubrication, and orgasm. Radical surgical treatment, chemotherapy, and hormone therapy were significantly associated with impaired female sexuality (respectively p=0.0036; p=0.047 and p=0.001). Conclusions Our study highlighted the impact of breast cancer treatment on women's sex lives. Healthcare providers should acquire the necessary skills in order to explore female sexual disorders and suggest suitable management. Disclosure No.

A dynamic nomogram predicting symptomatic pneumonia in patients with lung cancer receiving thoracic radiation

PurposeThe most common and potentially fatal side effect of thoracic radiation therapy is radiation pneumonitis (RP). Due to the lack of effective treatments, predicting radiation pneumonitis is crucial. This study aimed to develop a dynamic nomogram to accurately predict symptomatic pneumonitis (RP ≥ 2) following thoracic radiotherapy for lung cancer patients.MethodsData from patients with pathologically diagnosed lung cancer at the Zhongshan People’s Hospital Department of Radiotherapy for Thoracic Cancer between January 2017 and June 2022 were retrospectively analyzed. Risk factors for radiation pneumonitis were identified through multivariate logistic regression analysis and utilized to construct a dynamic nomogram. The predictive performance of the nomogram was validated using a bootstrapped concordance index and calibration plots.ResultsAge, smoking index, chemotherapy, and whole lung V5/MLD were identified as significant factors contributing to the accurate prediction of symptomatic pneumonitis. A dynamic nomogram for symptomatic pneumonitis was developed using these risk factors. The area under the curve was 0.89(95% confidence interval 0.83–0.95). The nomogram demonstrated a concordance index of 0.89(95% confidence interval 0.82–0.95) and was well calibrated. Furthermore, the threshold values for high- risk and low- risk were determined to be 154 using the receiver operating curve.ConclusionsThe developed dynamic nomogram offers an accurate and convenient tool for clinical application in predicting the risk of symptomatic pneumonitis in patients with lung cancer undergoing thoracic radiation.

International collaboration between low-middle-income and high-income institutions to improve radiation therapy care delivery.

The Philippines is a lower-middle-income island country with over 153 000 new cancer diagnosis each year. Despite many patients needing radiotherapy as part of disease management, there remains limitations to access. Currently, the Philippines has 50 linear accelerator facilities serving a population of 110 million. However, given the recommendation of 1 linear accelerator for every 250 thousand people, it is evident that the demand for accessible radiotherapy resources is significantly underserved in the country. This paper outlines the collaboration between GenesisCare Solutions (GCS) and Fairview Cancer Center (FCC) to address efficiency and access within the radiotherapy department at FCC. Through international collaboration between GCS and FCC, areas for improvement were identified and categorized into four domains: Dosimetry quality, Patient workflow, Data & Reporting, and Information Technology (IT) Infrastructure. Action plans were developed then implemented. A baseline measurement was obtained for each domain, and post-implementation evaluation undertaken at 3 months, 6 months, and 12 months. Data captured within the electronic medical record system was extrapolated, and average treatment times were established for pre- and post-engagement. A paired, 2-tailed t-test was used for statistical analysis of outcome parameters using IBM SPSS version 23 for all statistics. Twelve months post-initial engagement, all four domains saw positive outcomes. Improved plan quality linked to Intensity Modulated Radiotherapy (IMRT) utilization rates saw an increase from 20% to 54%. A significant reduction in patient average wait times was also observed, from 27 to 17 min (p≤0.001). Prior to engagement, tracking patient demographics and diagnosis was not prioritized, post engagement an average of 92% diagnosis entry compliance was achieved. Through the collaboration of GCS and FCC, objectives in all action plan domains were achieved, highlighting the benefits of collaboration between low-middle-income and high-income institutions.

Analysis of external personal dosimetry for external ex-posure to medical radiation workers in radiotherapy and nuclear medicine departments between 2019 and 2022

The National Cancer Institute from Chile possesses a wide variety of high-complexity equipment for cancer treatment and diagnosis that employs ionizing radiation with high and medium energy. Presently, the radiotherapy department is equipped with 5 clinical linear accelerators and one brachytherapy equipment, while the nuclear medicine department is equipped with a PET-CT, a single gamma camera, and a hospitalization room for betatherapy. A descriptive statistical analysis was conducted on the Personal Doses Equivalent Reports from medical radiation workers between 2019-2022. The analysis involved extracting Hp(10) and Hp(0.07) measurements from digital reports using the Python Pandas library, and a database was constructed. The annual set of data was selected for each department to describe their behavior concerning Hp(10) total since PD8 dosimeters had the highest circulation. Additionally, using the boxplot format for the Hp(10) and Hp(0.07) distributions, means, medians, minimums and maximums, interquartile ranges and outliers were analyzed. While Hp(10) measurements exhibited an increase, Hp(0.07) measurements remained constant or experienced a decrease. All reported measurements were less than international tolerances. Finally, this initial descriptive statistical analysis enables the radiation safety officers to evaluate the applicability of inferential statistical analysis with stronger evidence and in an objective manner.

Incidence of Different Characters of Neuropathic Pain in Cancer Patients Coming to Tertiary Care Centre in North India Over A Period of 1 Year - An Observational Study.

Pain is classified as nociceptive, neuropathic, or nociplastic. Neuropathic pain presents as variable phenotypes (characters) based on specific aetiology and pathophysiology. This study aimed to find out among cancer patients the incidence of different phenotypes of neuropathic pain and form specific phenotypic clusters based on the underlying neurophysiology and association of sensory profile with various organ systems - A prospective observational study. The Institutional Ethical Committee clearance (IEC code: 2020-49-MD-EXP-15) https://ctri.nic.in/Clinicaltrials/showallp.php?mid1=44886&EncHid=88651.15716&userName=CTRI/2020/09/027964 approval was obtained. After written and informed consent, patients of age group 18-80 years, registering in the pain and palliative outpatient department or radiotherapy department with complaints of pain and not taking any anti-neuropathic pain medications, were enrolled. They were assessed using Leeds assessment of neuropathic symptoms and signs (LANSS) pain score, and a score of >12 was eligible for assessment of neuropathic pain phenotypes. Out of 210 cancer patients complaining of pain, a neuropathic component with LANSS >12 was found in 73 (34.76%). The most predominant phenotypes, allodynia> tingling> pricking = burning, were found in 72.60%, 56.16%, and 43.84% of patients, respectively. Phenotypes were clustered into Nodes 1 and 2 based on clinically significant separation of phenotypes. Node 1 had neuropathic pain of spontaneous origin found predominantly in gastrointestinal tract (GIT) and genitourinary tract (GUT) cancers. Node 2 had stimulus-evoked negative and positive characters which occurred in head and neck, thoracic, and spinal metastatic cancers. Careful patient assessment reveals the incidence of neuropathic pain in 34.76%; allodynia and tingling astable the most prominent phenotypes. Broadly, sensory characters were clustered into spontaneous and stimulus-evoked sensations with GIT and GUT cancers presenting with Node 1 symptoms.

Through Clinicians Eyes: Use of an In-consultation Patient Decision Aid in Radiation Treatment for Early Breast Cancer. A Qualitative Study

IntroductionShared decision making (SDM) has become a crucial element on the political agenda and represents a vital aspect of modern healthcare. However, successful implementation of SDM highly depends on the attitude of clinicians towards SDM. The overall aim of our study was to explore the experience of oncologists and nurses with SDM using the Decision Helper, an in-consultation decision aid, at four Danish radiotherapy departments. MethodsSemi-structured interviews were conducted with 20 clinicians. The participants were selected using purposive sampling to include nurses and oncologists, male and female, with different levels of experience with SDM and clinical work. The analysis was a data-driven, iterative process with inductive coding of all interviews and meaning condensation. ResultsTwo main themes emerged: “Using the Decision Helper changes the consultation” and “Change of attitude among Danish oncologists.” Each of the two themes included four elaborative subthemes, which are reported with supporting citations in this paper. In brief, the use of SDM and the Decision Helper should ideally be adjusted to the individual patient and depends highly on the oncologist. The participants described ambitions towards “making the right decision for this patient at this time.” The healthcare system, however, has pitfalls that may hinder SDM, e.g., rigid interpretation of guideline-based recommendations. ConclusionUsing an in-consultation Decision Helper has the potential for individualized, structured patient engagement in decision making. There is a need for patient decision aids in clinical guidelines to ensure patient engagement in decision making.

Framework Development: Standardizing Definition of Advanced Practice Radiation Therapy Activities for Clinical Workload Quantification

PurposeAdvanced practice (AP) in radiation therapy (RT) is being implemented around the globe. In an effort to advance the understanding of the similarities and differences in APRT roles in Ontario, Canada, a community of practice (CoP) sought ways to provide quantitative data on the nature of APRT clinical activities and the frequency with which these activities were being executed. MethodsIn 2017, a consensus building project involving 20 APRTs and 14 radiation therapy (RT) department managers in Ontario was completed to establish a mechanism to quantify APRTs’ clinical impact. In Round 1 & 2, expert feedback was gathered to generate an Advanced Practice (AP) Activity List. In Round 3: 20 APRTs completed an online survey to assess the importance and applicability of each AP Activity to their role using Likert scale (0–5). A final AP Activity List & Definitions was generated. Results & discussionRound 1: Forty-seven AP activities were identified. Round 2: 3/14 RT managers provided 145 feedback statements on Round 1 AP Activity List. The working group used RT managers’ feedback to clarify AP activities and definitions, specifically merging 33 unique AP activities to create 11 inclusive AP activities and eliminating 8 activities identified from Round 1. The most inclusive AP activity created was #1 New Patient Consultation, this AP Activity is merged from 7 unique AP activities. Incorporating RT managers’ feedback with the internal AP clinical workload lists from 2 Ontario cancer centres resulted in a revised AP Activity List with 20 AP inclusive activities. Round 3: 14/20 APRTs provided Likert scores on this revised list. The most applicable AP activities (mean score) were #16 Technical Consultation (4.0), #15 Contouring Target Volume (3.8) and #2 Planning Consultation (3.8); the least applicable was #18 MR Applicator Assessment (0.9). ConclusionsThis is the first systematic attempt to build consensus on AP clinical activities. Non-clinical APRT activities related to research, education, innovation, and program development were not in the scope of this project.The Final AP Activity List & Definitions serves as a framework that allows standardized and continuous monitoring of AP clinical activities and impact.

The Effect of Benson's Relaxation Technique on Coping Strategies Among Informal Caregivers of Cancer Patients: A Randomized Controlled Trial Study.

Informal caregivers of cancer patients often experience high levels of stress and burden, leading to the adoption of ineffective coping strategies. This can result in psychological problems for the caregivers and inadequate care provision. This study aimed to investigate the impact of Benson's relaxation technique (BRT) on coping strategies among informal caregivers of cancer patients. This open-label randomized clinical trial enrolled 113 caregivers visiting the radiotherapy and chemotherapy departments of Vasei Hospital in Sabzevar, Iran, who scored ≥48 on the Novak and Guest Caregiver Burden Inventory. The participants were randomly allocated to either the intervention group or the control group. The intervention group received BRT, with participants performing the technique twice a day for 20 minutes each time over a 1-month period. The control group did not receive any intervention. Coping strategies were assessed using Endler and Parker's coping strategies inventory. The findings of the study revealed that the intervention group showed an increase in the utilization of problem-oriented coping strategies (P = .076) and a decrease in the utilization of emotion-oriented coping strategies (P < .001) and avoidance-oriented coping strategies in the intervention group compared with the control group (P = .004). Findings suggest that BRT, as a cost-effective and nonpharmacological intervention, effectively reduces the reliance on emotion-oriented and avoidance-oriented coping strategies among informal caregivers of cancer patients. Healthcare professionals working in oncology settings are encouraged to incorporate BRT into their care practices.

A nationwide survey of the current status of radiation oncology teaching in Spanish medical schools.

The present study was designed to collect information on the current status of radiation oncology (RO) teaching in undergraduate medical schools in Spain. A cross-sectional survey was conducted with the support of the Spanish Society of Radiation Oncology (SEOR). An anonymous questionnaire was sent in two waves, one month apart, between January and June 2022, to all Medical Schools and affiliated Institutions having radiotherapy departments throughout the country. Data on load, curricular location of OR, the academic course (or courses) in which the subject of OR was taught, and teachers position were recorded. Responses were obtained from 26 of the 46 available Medical Schools (response rate 56.5%). The average number of theoretical classes was 13 (0-30), seminars: 4.5 (0-12) and hours of practical training 17 (0-60). The scientific content of RO was covered very evenly. Medical physics and radiobiology were taught with different extension in 24 medical schools (92.3%). Information on technological equipment, brachytherapy, indications, and clinical results was provided in all but one medical school. In 13 medical schools (50.0%) the contents of RO were taught in more than one course, but the distribution of RO teaching during the six years of undergraduate training was quite dispersed. The teaching staff included 4 full professors, 8 tenured professors, and 68 clinical associate professors. The average number of associate professors per medical school was 2.2. Also, the average number of full professors and tenured lecturers was 0.42 per medical school, although there were none in 16 centers. The overall teaching content of RO in Spanish medical schools seems appropriate but actions to improve the heterogeneity in the curricular location of RO and the shortage of teachers should be implemented.

DERMATOLOGICAL TOXICITY OF CANCER PATIENTS RECEIVING SMALL MOLECULE EPIDERMAL GROWTH FACTOR RECEPTOR INHIBITORS – A PROSPECTIVE OBSERVATIONAL STUDY

Objectives: The objectives of the study are as follows: (1) To study the incidence of dermatological toxicity in patients receiving small molecule epidermal growth factor receptor inhibitors. (2) To assess the severity of dermatological toxicity. Methods: This prospective observational study of 66 cancer patients carried out in the Department of Radiotherapy, Government Medical College, Thiruvananthapuram. Patients with histopathological evidence of cancer receiving small molecule epidermal growth factor receptor inhibitors and satisfying inclusion criteria were taken up in the study after obtaining written informed consent. History and clinical examination before initiation of treatment done. Data regarding the occurrence of developing dermatological toxicities were obtained by questioning for symptoms and with the help of structured proforma. Severities of dermatological toxicities were assessed, and toxicity grading was done. Results: Sixty-six cancer patients enrolled in the study. The mean age of the patients was 62.4 years. The prevalence was higher in men (53%). Sixty-three patients (95.5%) developed at least one dermatological toxicity. The most common dermatological toxicity observed was papulopustular rash (68.2%), followed by xerosis (66.7%) and pruritus (59.1%). Conclusion: The present study has thus determined the incidence and severity of dermatological toxicity of cancer patients receiving small molecule epidermal growth factor receptor inhibitors.

Prospective deployment of an automated implementation solution for artificial intelligence translation to clinical radiation oncology.

Artificial intelligence (AI)-based technologies embody countless solutions in radiation oncology, yet translation of AI-assisted software tools to actual clinical environments remains unrealized. We present the Deep Learning On-Demand Assistant (DL-ODA), a fully automated, end-to-end clinical platform that enables AI interventions for any disease site featuring an automated model-training pipeline, auto-segmentations, and QA reporting. We developed, tested, and prospectively deployed the DL-ODA system at a large university affiliated hospital center. Medical professionals activate the DL-ODA via two pathways (1): On-Demand, used for immediate AI decision support for a patient-specific treatment plan, and (2) Ambient, in which QA is provided for all daily radiotherapy (RT) plans by comparing DL segmentations with manual delineations and calculating the dosimetric impact. To demonstrate the implementation of a new anatomy segmentation, we used the model-training pipeline to generate a breast segmentation model based on a large clinical dataset. Additionally, the contour QA functionality of existing models was assessed using a retrospective cohort of 3,399 lung and 885 spine RT cases. Ambient QA was performed for various disease sites including spine RT and heart for dosimetric sparing. Successful training of the breast model was completed in less than a day and resulted in clinically viable whole breast contours. For the retrospective analysis, we evaluated manual-versus-AI similarity for the ten most common structures. The DL-ODA detected high similarities in heart, lung, liver, and kidney delineations but lower for esophagus, trachea, stomach, and small bowel due largely to incomplete manual contouring. The deployed Ambient QAs for heart and spine sites have prospectively processed over 2,500 cases and 230 cases over 9 months and 5 months, respectively, automatically alerting the RT personnel. The DL-ODA capabilities in providing universal AI interventions were demonstrated for On-Demand contour QA, DL segmentations, and automated model training, and confirmed successful integration of the system into a large academic radiotherapy department. The novelty of deploying the DL-ODA as a multi-modal, fully automated end-to-end AI clinical implementation solution marks a significant step towards a generalizable framework that leverages AI to improve the efficiency and reliability of RT systems.

Pattern and trend of cancer in Saurashtra region in Gujarat state of India, a hospital-based study.

Cancer is growing concern for every country. Reliable data is a source to define the magnitude of the problem, which then helps to plan for necessary action. This epidemiological study involves the collection and analysis of hospital registry data to assess the quantum of the problem of cancer over a five-year period from 2012-16 and to plan priority action. Hospital-based data for five years from 2012-2016 was retrieved from the department of radiotherapy at M. P. Shah Government Medical College, Jamnagar, Gujarat, India, and analysed to define the magnitude of the problem. All data was studied using Microsoft Excel 2016. A total of 7355 patients were registered between 2012 and 2016, out of which 62 percent were male. Cancers of the cervix and uterus were discernibly less common in the Saurashtra region and accounted for only 12.37% of all cancers in females. Lung cancer was the leading cancer as a single site in males (24.13% of all cancers in males) and breast cancer in females (37.36% of all cancers in females). Head and neck cancer, all sites clubbed, was most common in males (42%). Jamnagar taluka represented around 50% of all cases at the study center. Tobacco-related cancers were most common in the male population, and stringent implementation of a national tobacco control program is the most appropriate measure to curtail incidences and hence mortality in this male population. Non-modifiable risk factors like gender-related cancer were more common in the female population, and resource-appropriate screening is a suitable option for these diseases. A population-based cancer registry is required to further define the pattern pertinently, or an epidemiological study is required to find causes of the noticeably lower incidence of cancer of the cervix,.

Beyond boundaries: exploring radiographers’ experiences and solutions in organ-at-risk delineation for radiotherapy planning

Abstract Introduction: This study aimed to assess the perception of radiographers on the difficulties encountered during the delineation of organs at risk (OARs) for radiotherapy planning and the methods that could be used to facilitate this process. Methodology: A self-designed questionnaire was distributed to all radiographers (n = 29) employed at the radiotherapy department in Malta. The survey assessed the challenges faced by the radiographers during the delineation of various OARs and inquired about the perceived effectiveness of specific measures that could be used to facilitate the delineation process using a Likert scale ranging from 1 (not difficult/effective) to 5 (very difficult/effective). Results: The response rate was 79%. Overall, the delineation of OARs was rated as slightly difficult (mean score 1.95 ± 0.33). Nevertheless, some OARs, such as the parotid, stomach and brain stem, were deemed more difficult to contour with a mean score of 3 or higher. The implementation of peer review was perceived as the most influential factor in reducing delineation difficulty (mean score 4.59 ± 0.58), followed by contouring training (mean score 4.48 ± 0.58) and training on artificial intelligence (AI) (mean score 4.35 ± 0.48). Conclusion: The introduction of peer review, training and AI could facilitate the delineation of OARs.

Analysis of Preventive Cases Using Resilience Engineering in Radiotherapy Department

Resilience engineering is the ability of a system to adjust its own functions and maintain the required behavior in the face of changes and disturbances, and resilience potential is a necessary requirement. We aimed to clarify the relationship between resilience potential and error prevention cases. Based on the error cases reported in our department, we aggregated the relationship with resilience potential for each radiation treatment process. As a result of tabulating the relationship, we were able to recognize and prevent errors by taking preventive measures from past cases. On the other hand, in cases that slipped through the check mechanism, errors were discovered because of a sense of discomfort in unusual situations, and some error cases could be prevented by increasing the resilience potential. This study found that preparation, observation, coping, and utilization of past experiences are related to resilience potential in preventive cases.

Surgical Management of Metastatic Spine Fracture

Abstract The spine is a very frequent site of metastasis from solid tumors. World Health Organisation estimated an exponential increase of 29.4 million new cases of cancer in 2040. The incidence of solid tumors metastasizing to the spinal column is from the breast, prostate, kidney, and lung. The need for treatment lies in different factors, and proper evaluation of the disease requires a “multidisciplinary team” approach. The MDT contains tumor surgery, oncology medicine, tumor radiotherapy, radiology, and pathology departments.