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1.
J Appl Clin Med Phys ; 24(11): e14164, 2023 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-37787494

RESUMEN

The American Association of Physicists in Medicine began the Medical Physics Leadership Academy Journal Club in the fall of 2020. The initiative was launched to provide a forum for medical physicists to learn about leadership topics using published material, discuss and reflect on the material, and consider incorporating the discussed skills into their professional practice. This report presents the framework for the MPLA Journal Club program, describes the lessons learned over the last 2 years, summarizes the data collected from attendees, and highlights the roadmap for the program moving forward.


Asunto(s)
Liderazgo , Física , Humanos , Estados Unidos
2.
Pract Radiat Oncol ; 14(2): 161-170, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38052299

RESUMEN

PURPOSE: Surface-guided radiation-therapy (SGRT) systems are being adopted into clinical practice for patient setup and motion monitoring. However, commercial systems remain cost prohibitive to resource-limited clinics around the world. Our aim is to develop and validate a smartphone-based application using LiDAR cameras (such as on recent Apple iOS devices) for facilitating SGRT in low-resource centers. The proposed SGRT application was tested at multiple institutions and validated using phantoms and volunteers against various commercial systems to demonstrate feasibility. METHODS AND MATERIALS: An iOS application was developed in Xcode and written in Swift using the Augmented-Reality (AR) Kit and implemented on an Apple iPhone 13 Pro with a built-in LiDAR camera. The application contains multiple features: 1) visualization of both the camera and depth video feeds (at a ∼60Hz sample-frequency), 2) region-of-interest (ROI) selection over the patient's anatomy where motion is measured, 3) chart displaying the average motion over time in the ROI, and 4) saving/exporting the motion traces and surface map over the ROI for further analysis. The iOS application was tested to evaluate depth measurement accuracy for: 1) different angled surfaces, 2) different field-of-views over different distances, and 3) similarity to a commercially available SGRT systems (Vision RT AlignRT and Varian IDENTIFY) with motion phantoms and healthy volunteers across 3 institutions. Measurements were analyzed using linear-regressions and Bland-Altman analysis. RESULTS: Compared with the clinical system measurements (reference), the iOS application showed excellent agreement for depth (r = 1.000, P < .0001; bias = -0.07±0.24 cm) and angle (r = 1.000, P < .0001; bias = 0.02±0.69°) measurements. For free-breathing traces, the iOS application was significantly correlated to phantom motion (institute 1: r = 0.99, P < .0001; bias =-0.003±0.03 cm; institute 2: r = 0.98, P < .0001; bias = -0.001±0.10 cm; institute 3: r = 0.97, P < .0001; bias = 0.04±0.06 cm) and healthy volunteer motion (institute 1: r = 0.98, P < .0001; bias = -0.008±0.06 cm; institute 2: r = 0.99, P < .0001; bias = -0.007±0.12 cm; institute 3: r = 0.99, P < .0001; bias = -0.001±0.04 cm). CONCLUSIONS: The proposed approach using a smartphone-based application provides a low-cost platform that could improve access to surface-guided radiation therapy accounting for motion.


Asunto(s)
Radioterapia Guiada por Imagen , Teléfono Inteligente , Humanos , Radioterapia Guiada por Imagen/métodos , Movimiento (Física) , Planificación de la Radioterapia Asistida por Computador/métodos
3.
Pract Radiat Oncol ; 2023 Nov 18.
Artículo en Inglés | MEDLINE | ID: mdl-37981253

RESUMEN

PURPOSE: Lung blocks for total-body irradiation are commonly used to reduce lung dose and prevent radiation pneumonitis. Currently, molten Cerrobend containing toxic materials, specifically lead and cadmium, is poured into molds to construct blocks. We propose a streamlined method to create 3-dimensional (3D)-printed lung block shells and fill them with tungsten ball bearings to remove lead and improve overall accuracy in the block manufacturing workflow. METHODS AND MATERIALS: 3D-printed lung block shells were automatically generated using an inhouse software, printed, and filled with 2 to 3 mm diameter tungsten ball bearings. Clinical Cerrobend blocks were compared with the physician drawn blocks as well as our proposed tungsten filled 3D-printed blocks. Physical and dosimetric comparisons were performed on a linac. Dose transmission through the Cerrobend and 3D-printed blocks were measured using point dosimetry (ion-chamber) and the on-board Electronic-Portal-Imaging-Device (EPID). Dose profiles from the EPID images were used to compute the full-width-half-maximum and to compare with the treatment-planning-system. Additionally, the coefficient-of-variation in the central 80% of full-width-half-maximum was computed and compared between Cerrobend and 3D-printed blocks. RESULTS: The geometric difference between treatment-planning-system and 3D-printed blocks was significantly lower than Cerrobend blocks (3D: -0.88 ± 2.21 mm, Cerrobend: -2.28 ± 2.40 mm, P = .0002). Dosimetrically, transmission measurements through the 3D-printed and Cerrobend blocks for both ion-chamber and EPID dosimetry were between 42% to 48%, compared with the open field. Additionally, coefficient-of-variation was significantly higher in 3D-printed blocks versus Cerrobend blocks (3D: 4.2% ± 0.6%, Cerrobend: 2.6% ± 0.7%, P < .0001). CONCLUSIONS: We designed and implemented a tungsten filled 3D-printed workflow for constructing total-body-irradiation lung blocks, which serves as an alternative to the traditional Cerrobend based workflow currently used in clinics. This workflow has the capacity of producing clinically useful lung blocks with minimal effort to facilitate the removal of toxic materials from the clinic.

4.
Int J Radiat Oncol Biol Phys ; 113(5): 1091-1102, 2022 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-35533908

RESUMEN

PURPOSE: Performing measurement-based patient-specific quality assurance (PSQA) is recognized as a resource-intensive and time inefficient task in the radiation therapy treatment workflow. Paired with technological refinements in modern radiation therapy, research toward measurement-free PSQA has seen increased interest during the past 5 years. However, these efforts have not been clinically implemented or prospectively validated in the United States. We propose a virtual QA (VQA) system and workflow to assess the safety and workload reduction of measurement-free PSQA. METHODS: An XGBoost machine learning model was designed to predict PSQA outcomes of volumetric modulated arc therapy plans, represented as percent differences between the measured ion chamber point dose in a phantom and the corresponding planned dose. The final model was deployed within a web application to predict PSQA outcomes of clinical plans within an existing clinical workflow. The application also displays relevant feature importance and plan-specific distribution analyses relative to database plans for documentation and to aid physicist interpretation and evaluation. VQA predictions were prospectively validated over 3 months of measurements at our clinic to assess safety and efficiency gains. RESULTS: Over 3 months, VQA predictions for 445 volumetric modulated arc therapy plans were prospectively validated at our institution. VQA predictions for these plans had a mean absolute error of 1.08% ± 0.77%, with a maximum absolute error of 2.98%. Using a 1% prediction threshold (ie, plans predicted to have an absolute error <1% would not require a measurement) would yield a 69.2% reduction in QA workload, saving 32.5 hours per month on average, with 81.5% sensitivity, 72.4% specificity, and an area under the curve of 0.81 at a 3% clinical threshold and 100% sensitivity, 70% specificity, and an area under the curve of 0.93 at a 4% clinical threshold. CONCLUSIONS: This is the first prospective clinical implementation and validation of VQA in the United States, which we observed to be efficient. Using a conservative threshold, VQA can substantially reduce the number of required measurements for PSQA, leading to more effective allocation of clinical resources.


Asunto(s)
Radioterapia de Intensidad Modulada , Humanos , Estudios Prospectivos , Garantía de la Calidad de Atención de Salud , Dosificación Radioterapéutica , Planificación de la Radioterapia Asistida por Computador
6.
J Health Popul Nutr ; 36(Suppl 1): 44, 2017 12 21.
Artículo en Inglés | MEDLINE | ID: mdl-29297380

RESUMEN

BACKGROUND: Indonesia's progress on reducing maternal and newborn mortality rates has slowed in recent years, predominantly in rural areas. To reduce maternal and newborn mortality, access to quality and skilled care, particularly at the facility level, is crucial. Yet, accessing such care is often delayed when maternal and newborn complications arise. Using the "Three Delays" model originated by Thaddeus and Maine (1994), investigation into reasons for delaying the decision to seek care, delaying arrival at a health facility, and delaying the receiving of adequate care, may help in establishing more focused interventions to improve maternal and newborn health in this region. METHODS: This qualitative study focused on identifying, analyzing, and describing illness recognition and care-seeking patterns related to maternal and newborn complications in the Jayawijaya district of Papua province, Indonesia. Group interviews were conducted with families and other caregivers from within 15 villages of Jayawijaya who had either experienced a maternal or newborn illness or maternal or newborn death. RESULTS: For maternal cases, excessive bleeding after delivery was recognized as a danger sign, and the process to decide to seek care was relatively quick. The decision-making process was mostly dominated by the husband. Most care was started at home by birth attendants, but the majority sought care outside of the home within the public health system. For newborn cases, most of the caregivers could not easily recognize newborn danger signs. Parents acted as the main decision-makers for seeking care. Decisions to seek care from a facility, such as the clinic or hospital, were only made when healthcare workers could not handle the case within the home. All newborn deaths were associated with delays in seeking care due to caretaker limitations in danger sign identification, whereas all maternal deaths were associated with delays in receiving appropriate care at facility level. CONCLUSIONS: For maternal health, emphasis needs to be placed on supply side solutions, and for newborn health, emphasis needs to be placed on demand and supply side solutions, probably including community-based interventions. Contextualized information for the design of programs aimed to affect maternal and newborn health is a prerequisite.


Asunto(s)
Toma de Decisiones , Conocimientos, Actitudes y Práctica en Salud , Servicios de Salud Materna , Aceptación de la Atención de Salud , Complicaciones del Embarazo/psicología , Femenino , Accesibilidad a los Servicios de Salud , Servicios de Atención de Salud a Domicilio , Parto Domiciliario , Humanos , Indonesia/epidemiología , Lactante , Mortalidad Infantil , Recién Nacido , Entrevistas como Asunto , Mortalidad Materna , Hemorragia Posparto/psicología , Hemorragia Posparto/terapia , Embarazo , Complicaciones del Embarazo/mortalidad
7.
Int J Radiat Oncol Biol Phys ; 91(5): 1017-25, 2015 Apr 01.
Artículo en Inglés | MEDLINE | ID: mdl-25832692

RESUMEN

PURPOSE: This study evaluated expected tumor control and normal tissue toxicity for prostate volumetric modulated arc therapy (VMAT) with and without radiation boosts to an intraprostatically dominant lesion (IDL), defined by (18)F-choline positron emission tomography/computed tomography (PET/CT). METHODS AND MATERIALS: Thirty patients with localized prostate cancer underwent (18)F-choline PET/CT before treatment. Two VMAT plans, plan79 Gy and plan100-105 Gy, were compared for each patient. The whole-prostate planning target volume (PTVprostate) prescription was 79 Gy in both plans, but plan100-105 Gy added simultaneous boost doses of 100 Gy and 105 Gy to the IDL, defined by 60% and 70% of maximum prostatic uptake on (18)F-choline PET (IDLsuv60% and IDLsuv70%, respectively, with IDLsuv70% nested inside IDLsuv60% to potentially enhance tumor specificity of the maximum point dose). Plan evaluations included histopathological correspondence, isodose distributions, dose-volume histograms, tumor control probability (TCP), and normal tissue complication probability (NTCP). RESULTS: Planning objectives and dose constraints proved feasible in 30 of 30 cases. Prostate sextant histopathology was available for 28 cases, confirming that IDLsuv60% adequately covered all tumor-bearing prostate sextants in 27 cases and provided partial coverage in 1 case. Plan100-105 Gy had significantly higher TCP than plan79 Gy across all prostate regions for α/ß ratios ranging from 1.5 Gy to 10 Gy (P<.001 for each case). There were no significant differences in bladder and femoral head NTCP between plans and slightly lower rectal NTCP (endpoint: grade ≥ 2 late toxicity or rectal bleeding) was found for plan100-105 Gy. CONCLUSIONS: VMAT can potentially increase the likelihood of tumor control in primary prostate cancer while observing normal tissue tolerances through simultaneous delivery of a steep radiation boost to a (18)F-choline PET-defined IDL.


Asunto(s)
Neoplasias de la Próstata/diagnóstico por imagen , Neoplasias de la Próstata/radioterapia , Planificación de la Radioterapia Asistida por Computador/métodos , Radioterapia Guiada por Imagen/métodos , Radioterapia de Intensidad Modulada/métodos , Anciano , Anciano de 80 o más Años , Partículas alfa , Partículas beta , Colina/análogos & derivados , Estudios de Factibilidad , Cabeza Femoral/diagnóstico por imagen , Cabeza Femoral/patología , Radioisótopos de Flúor , Humanos , Masculino , Persona de Mediana Edad , Imagen Multimodal/métodos , Órganos en Riesgo/diagnóstico por imagen , Órganos en Riesgo/patología , Pene/diagnóstico por imagen , Pene/patología , Tomografía de Emisión de Positrones/métodos , Próstata/diagnóstico por imagen , Próstata/patología , Neoplasias de la Próstata/patología , Recto/diagnóstico por imagen , Recto/patología , Tomografía Computarizada por Rayos X/métodos , Carga Tumoral , Vejiga Urinaria/diagnóstico por imagen , Vejiga Urinaria/patología
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