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1.
Int J Hematol ; 118(3): 388-393, 2023 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-36930401

RESUMEN

8p11 myeloproliferative syndrome is a rare hematological malignancy caused by the translocation of FGFR1. Patients present with a myeloproliferative neoplasm that frequently transforms into acute myeloid leukemia or T-lymphoblastic lymphoma/leukemia. Here, we report a molecular study of a patient with 8p11 myeloproliferative syndrome who developed acute B-lymphoblastic leukemia and then transformed to mixed-phenotype acute leukemia. A 67-year-old woman was diagnosed with a myeloproliferative neoplasm with t(6;8)(q27;p12) and was monitored for polycythemia vera. Four years later, she developed acute B-lymphoblastic leukemia with an additional chromosomal abnormality of - 7. Despite two induction regimens, she failed to achieve complete remission, and leukemia transformed into mixed-phenotype leukemia. Targeted sequencing of serial bone marrow samples identified the RUNX1 L144R mutation upon transformation to B-cell leukemia. After those two induction regimens, some RUNX1 mutation-positive leukemic cells obtained the JAK2 V617F mutation, which was associated with the emergence of myeloid markers, including myeloperoxidase.


Asunto(s)
Leucemia Mieloide Aguda , Trastornos Mieloproliferativos , Leucemia-Linfoma Linfoblástico de Células Precursoras B , Leucemia-Linfoma Linfoblástico de Células Precursoras , Femenino , Humanos , Subunidad alfa 2 del Factor de Unión al Sitio Principal/genética , Leucemia-Linfoma Linfoblástico de Células Precursoras/complicaciones , Leucemia-Linfoma Linfoblástico de Células Precursoras/genética , Leucemia-Linfoma Linfoblástico de Células Precursoras/patología , Leucemia-Linfoma Linfoblástico de Células Precursoras B/genética , Trastornos Mieloproliferativos/genética , Trastornos Mieloproliferativos/patología , Leucemia Mieloide Aguda/genética , Translocación Genética
2.
J Med Internet Res ; 24(12): e38751, 2022 12 23.
Artículo en Inglés | MEDLINE | ID: mdl-36374004

RESUMEN

BACKGROUND: The global burden of influenza is substantial. It is a major disease that causes annual epidemics and occasionally, pandemics. Given that influenza primarily infects the upper respiratory system, it may be possible to diagnose influenza infection by applying deep learning to pharyngeal images. OBJECTIVE: We aimed to develop a deep learning model to diagnose influenza infection using pharyngeal images and clinical information. METHODS: We recruited patients who visited clinics and hospitals because of influenza-like symptoms. In the training stage, we developed a diagnostic prediction artificial intelligence (AI) model based on deep learning to predict polymerase chain reaction (PCR)-confirmed influenza from pharyngeal images and clinical information. In the validation stage, we assessed the diagnostic performance of the AI model. In additional analysis, we compared the diagnostic performance of the AI model with that of 3 physicians and interpreted the AI model using importance heat maps. RESULTS: We enrolled a total of 7831 patients at 64 hospitals between November 1, 2019, and January 21, 2020, in the training stage and 659 patients (including 196 patients with PCR-confirmed influenza) at 11 hospitals between January 25, 2020, and March 13, 2020, in the validation stage. The area under the receiver operating characteristic curve for the AI model was 0.90 (95% CI 0.87-0.93), and its sensitivity and specificity were 76% (70%-82%) and 88% (85%-91%), respectively, outperforming 3 physicians. In the importance heat maps, the AI model often focused on follicles on the posterior pharyngeal wall. CONCLUSIONS: We developed the first AI model that can accurately diagnose influenza from pharyngeal images, which has the potential to help physicians to make a timely diagnosis.


Asunto(s)
Aprendizaje Profundo , Gripe Humana , Humanos , Inteligencia Artificial , Gripe Humana/diagnóstico , Curva ROC , Sensibilidad y Especificidad , Estudios Retrospectivos
3.
Intern Med ; 61(21): 3205-3210, 2022 Nov 01.
Artículo en Inglés | MEDLINE | ID: mdl-35989281

RESUMEN

Objectives The influential factors for anti-severe acute respiratory syndrome coronavirus 2 spike protein antibody (S-ab) levels were assessed after the administration of BNT162b2 mRNA coronavirus disease-2019 (COVID-19) vaccine at short and medium terms. Methods A total of 470 healthcare workers (118 males, mean age 41.0±11.9 years) underwent serum S-ab level measurement at 3 and 8 months after two inoculations of BNT162b2 vaccine given 3 weeks apart, who had no history of COVID-19 were enrolled in this study. The changes and differences after vaccination due to gender and adverse reactions of S-ab were analyzed. Results Systemic adverse reactions incidence (48%) was significantly higher after the second dose than after the first dose (8%). S-ab levels decreased as the age increased (from the 20s to 60s) in both measurements. S-ab level 8 months after the second inoculation [median 476.3 (interquartile range (IQR) 322.4-750.6) U/mL] was significantly lower than that after 3 months [977.5 (637.2-1,409.0) U/mL; p<0.001]. The median decrease rate of S-ab levels in 5 months was 50.3% (IQR 40.3-62.6) and those differences were not observed among all generations. Gender-associated differences in S-ab levels were not observed; however, a significant relationship between higher S-ab levels and the systemic adverse reactions was observed at both measurements. Conclusions The systemic adverse reaction is an independent factor for higher S-ab levels at short and medium terms after BNT162b2 vaccination as demonstrated in our data.


Asunto(s)
Vacunas contra la COVID-19 , COVID-19 , Adulto , Humanos , Persona de Mediana Edad , Anticuerpos Antivirales , Vacuna BNT162 , COVID-19/prevención & control , Vacunas contra la COVID-19/efectos adversos , ARN Mensajero , SARS-CoV-2 , Glicoproteína de la Espiga del Coronavirus , Vacunas Virales
4.
J Cardiol Cases ; 26(2): 166-167, 2022 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-35949578
5.
Cancers (Basel) ; 14(13)2022 Jul 03.
Artículo en Inglés | MEDLINE | ID: mdl-35805036

RESUMEN

Chordoma and chondrosarcoma share common radiographic characteristics yet are distinct clinically. A radiomic machine learning model differentiating these tumors preoperatively would help plan surgery. MR images were acquired from 57 consecutive patients with chordoma (N = 32) or chondrosarcoma (N = 25) treated at the University of Tokyo Hospital between September 2012 and February 2020. Preoperative T1-weighted images with gadolinium enhancement (GdT1) and T2-weighted images were analyzed. Datasets from the first 47 cases were used for model creation, and those from the subsequent 10 cases were used for validation. Feature extraction was performed semi-automatically, and 2438 features were obtained per image sequence. Machine learning models with logistic regression and a support vector machine were created. The model with the highest accuracy incorporated seven features extracted from GdT1 in the logistic regression. The average area under the curve was 0.93 ± 0.06, and accuracy was 0.90 (9/10) in the validation dataset. The same validation dataset was assessed by 20 board-certified neurosurgeons. Diagnostic accuracy ranged from 0.50 to 0.80 (median 0.60, 95% confidence interval 0.60 ± 0.06%), which was inferior to that of the machine learning model (p = 0.03), although there are some limitations, such as the risk of overfitting and the lack of an extramural cohort for truly independent final validation. In summary, we created a novel MRI-based machine learning model to differentiate skull base chordoma and chondrosarcoma from multiparametric signatures.

6.
Artículo en Inglés | MEDLINE | ID: mdl-35162299

RESUMEN

Bite force is an important indicator of masticatory performance. However, existing methods for measuring bite force are either ineffective or expensive. Hence, we developed a novel capacitive-type pressure-mapping sensor that converts mechanical forces into changes in capacitance and calculates bite force. A portable device was fabricated based on this sensor sheet, and the accuracy of the bite-force measurements provided by the device was evaluated. The sensor has a thickness of 1.6 mm and has 63 measurement points. It was inserted into a dental model, where the output value was measured and compared with that of a universal testing machine (AG-IS 100 kN). A regression equation to estimate the bite force was obtained based on the relationship between the output of the capacitive-type pressure-mapping sensor and that of the load cell of the universal testing machine. The estimated bite force from the sensor and the quadratic regression equation closely resembled the known load applied by the compression tester (R2 = 0.992). We therefore conclude that the developed sensor can measure bite force accurately and effectively. A device with a built-in capacitive-type pressure-mapping sensor can potentially be a user-friendly tool for bite-force measurements in both clinical and epidemiological settings.


Asunto(s)
Fuerza de la Mordida , Fenómenos Mecánicos , Presión
7.
Lasers Med Sci ; 37(1): 655-663, 2022 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-33886071

RESUMEN

Stress urinary incontinence (SUI) occurs when abdominal pressure, such as from coughing or sneezing, causes urine leakage. We retrospectively compared tension-free vaginal tape (TVT) and non-ablative vaginal Erbium:YAG laser treatment (VEL) by propensity score (PS) analysis in women with SUI. No PS analysis studies have investigated urethral sling surgery using polypropylene TVT and VEL for SUI. Data from patients aged 35-50 years who were treated for SUI and registered at several institutions were selected. Patients with medical records covering 1 year for the 1-h pad test, who completed the International Consultation on Incontinence Questionnaire-Short Form (ICIQ-SF) and the Overactive Bladder Symptom Score (OABSS), were included. We analyzed 102, 113, and 112 patients in the TVT, VEL, and control groups, respectively. Compared with the control group, the TVT and VEL groups exhibited significant improvement in the 1-h pad test and ICIQ-SF. In the PS analysis, the TVT and VEL groups similarly improved in the 1-h pad test and ICIQ-SF. As for the OABSS, the VEL group showed significantly greater improvement than the TVT group. In the odds ratio analysis for the 1-h pad test, no differences in any of the parameters were observed between TVT and VEL. VEL may be considered an alternative to TVT for SUI treatment.


Asunto(s)
Láseres de Estado Sólido , Cabestrillo Suburetral , Incontinencia Urinaria de Esfuerzo , Erbio , Femenino , Humanos , Láseres de Estado Sólido/uso terapéutico , Estudios Retrospectivos , Resultado del Tratamiento , Incontinencia Urinaria de Esfuerzo/cirugía
8.
J Cardiol Cases ; 24(6): 276-279, 2021 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-34917209

RESUMEN

Vascular surgery for chronic limb threatening ischemia (CLTI) in patients with antiphospholipid syndrome (APS) has a poor outcome with a high rate of postoperative thrombotic complications. However, there is little data regarding outcomes of endovascular treatment (EVT). This manuscript reports an interesting case of APS with CLTI in which timely EVT and continuous anticoagulant therapy not only prevented amputation but also thrombotic events over a long period of time. A 41-year-old man with CLTI in the left lower limb was seen and examined. Contrast-enhanced computed tomography revealed thrombotic occlusion in both iliac arteries and the left popliteal artery. Activated partial thromboplastin time was prolonged, and anti-ß2 glycoprotein I antibodies and lupus anticoagulants were present. After starting antithrombotic therapy with warfarin, EVT was performed using self-expandable stents in both iliac arterial lesions, and a marked reduction in limb ischemia was observed. Furthermore, the patient was free from thrombotic events for six years until a change in the anticoagulant led to stent thrombosis. This case suggests that EVT using stents along with continuous antithrombotic therapy with warfarin in patients with APS and CLTI could be very effective for immediate relief of ischemia and long-term reduction in thrombotic events. .

9.
J Cardiol Cases ; 24(2): 49-51, 2021 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-34354776

RESUMEN

Because previous randomized clinical trials have failed to show any benefits of renal artery stenting (RAS), clinicians have been confused regarding the optimal management of patients with atherosclerotic renal artery stenosis (ARAS). Here, we report a notable case with ARAS whose clinical course could help clinicians identify patients suitable for RAS. A 66-year-old woman with ARAS and some parameter abnormalities on renal duplex ultrasound was admitted to our hospital with severe hypertension (>250 mmHg). After the initiation of antihypertensive intravenous treatment, the patient manifested acute worsening of renal function over 6 days and required dialysis. Because renal failure continued to deteriorate over more than 4 weeks, we performed stenting to the severe ostial stenosis of the right renal artery. As a result, the patient achieved dramatic improvement in renal function and successful withdrawal from dialysis and has maintained stable control of blood pressure without additional events for more than 2 years since discharge. This case suggests that careful analysis of the patient's profile, such as history of rapidly deteriorating renal failure, presence of bilateral ARAS, or a solitary functional kidney, in addition to various parameters of renal duplex ultrasound, may help predict the efficacy of RAS in patients with ARAS. .

10.
BMC Neurol ; 21(1): 296, 2021 Jul 27.
Artículo en Inglés | MEDLINE | ID: mdl-34311723

RESUMEN

BACKGROUND: Neurolymphomatosis (NL) is a rare manifestation of malignant lymphoma that shows selective infiltration to the peripheral nervous system primarily or secondarily. We report a patient with secondary NL caused by germinal center B-cell (GCB)-type diffuse large B-cell lymphoma (DLBCL) who showed selective infiltration of the lumbar plexus to the spinal cord and massive nerve enlargement resulting in severe pain. CASE PRESENTATION: A 72-year-old female exhibited asymmetric motor and sensory impairments and pain in the lower limbs that progressed for five months. Magnetic resonance imaging (MRI) showed an enlarged lumbar plexus, which continued to the cauda equina via the L3 and L4 spinal nerves. Her symptoms gradually worsened. Ten months after the onset of symptoms, the enlarged cauda equina filled the spinal canal space, and the spinal cord was swollen. A cauda equina biopsy was performed, and she was diagnosed with GCB-type DLBCL with CD10 positivity. The primary tumor was found in a mammary cyst. The autopsy study did not show apparent infiltration, except in the nervous system. CONCLUSIONS: Although there are many neurologic phenotypes of malignant lymphoma, the association between the cytological characteristics of lymphoma and the neurological phenotypes is still unclear. Several reports of CD10-positive secondary NL are available, whereas peripheral or central nervous tissue origin lymphoma cases are mostly negative for CD10. CD10 staining may be useful for distinguishing primary NL from secondary NL. NL often has a strong organotropism for peripheral nervous tissue, which makes early diagnosis challenging.


Asunto(s)
Plexo Lumbosacro , Linfoma de Células B Grandes Difuso , Neurolinfomatosis , Anciano , Cauda Equina/diagnóstico por imagen , Cauda Equina/patología , Resultado Fatal , Femenino , Humanos , Plexo Lumbosacro/diagnóstico por imagen , Plexo Lumbosacro/patología , Linfoma de Células B Grandes Difuso/diagnóstico por imagen , Linfoma de Células B Grandes Difuso/patología , Imagen por Resonancia Magnética , Neuralgia/etiología , Neurolinfomatosis/secundario
11.
Int J Hematol ; 113(6): 936-940, 2021 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-33400143

RESUMEN

Tyrosine kinase inhibitors (TKIs) are standard therapies for chronic myeloid leukemia (CML) that can eradicate Ph-positive leukemic cells. However, disease control is not achievable in a minority of cases, most commonly due to evolution of TKI-resistant clones. There have also been rare cases of emergence of Ph-negative clones with other cytogenetic abnormalities, and, less commonly, development of Ph-negative acute myeloid leukemia (AML), whose molecular pathogenesis is largely unknown. Here we report molecular features of a patient with Ph + CML who developed Ph-negative AML after showing a major molecular response to dasatinib. A 55-year-old man was diagnosed with CML. He achieved a complete cytogenetic response three months after dasatinib therapy but developed AML with normal karyotype 1 year later. After receiving induction and consolidation chemotherapy for AML, the patient achieved complete remission with no evidence of CML under maintenance with bosutinib. Targeted sequencing of serial bone marrow samples identified mutations in IDH2 and NPM1 in the Ph-negative AML cells, which had not been detected in CML cells. These results suggest that Ph-negative AML in this patient originated from a preleukemic population, which might have expanded during or after the successful elimination of CML clones with TKI therapy.


Asunto(s)
Compuestos de Anilina/administración & dosificación , Dasatinib/administración & dosificación , Isocitrato Deshidrogenasa , Mutación , Proteínas de Neoplasias , Nitrilos/administración & dosificación , Proteínas Nucleares , Inhibidores de Proteínas Quinasas/administración & dosificación , Quinolinas/administración & dosificación , Humanos , Isocitrato Deshidrogenasa/metabolismo , Leucemia Mielógena Crónica BCR-ABL Positiva/tratamiento farmacológico , Leucemia Mielógena Crónica BCR-ABL Positiva/genética , Leucemia Mielógena Crónica BCR-ABL Positiva/metabolismo , Leucemia Mieloide Aguda/tratamiento farmacológico , Leucemia Mieloide Aguda/genética , Leucemia Mieloide Aguda/metabolismo , Masculino , Persona de Mediana Edad , Proteínas de Neoplasias/genética , Proteínas de Neoplasias/metabolismo , Proteínas Nucleares/genética , Proteínas Nucleares/metabolismo , Nucleofosmina , Cromosoma Filadelfia
13.
Acta Neurochir (Wien) ; 163(2): 351-355, 2021 02.
Artículo en Inglés | MEDLINE | ID: mdl-32686069

RESUMEN

Alveolar soft part sarcoma (ASPS) is a rare malignancy that typically arises in the trunk or extremities and preferentially metastasises to the brain. Radical resection is generally recommended for cranial metastatic ASPS, but stereotactic radiosurgery (SRS) is a recognised alternative for tumours in surgically challenging locations. Here, we present the case of a 22-year-old female, who underwent SRS and systemic therapy with pazopanib for a metastatic ASPS in the left temporal bone. The tumour was successfully controlled without further intervention over 23 months following SRS, which should be considered for metastatic ASPS when surgical resection is not appropriate.


Asunto(s)
Radiocirugia , Sarcoma de Parte Blanda Alveolar/secundario , Sarcoma de Parte Blanda Alveolar/cirugía , Neoplasias de la Base del Cráneo/secundario , Neoplasias de la Base del Cráneo/cirugía , Inhibidores de la Angiogénesis/uso terapéutico , Femenino , Humanos , Indazoles/uso terapéutico , Pirimidinas/uso terapéutico , Sarcoma de Parte Blanda Alveolar/tratamiento farmacológico , Neoplasias de la Base del Cráneo/tratamiento farmacológico , Sulfonamidas/uso terapéutico , Hueso Temporal , Adulto Joven
14.
Radiol Phys Technol ; 13(3): 238-248, 2020 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-32656744

RESUMEN

This study aimed to reconstruct the dose distribution of single fraction of stereotactic body radiotherapy for patients with prostate cancer using cone-beam computed tomography (CBCT) and a log file during volumetric-modulated arc therapy (VMAT) delivery with flattening-filter-free (FFF) mode. Twenty patients with clinically localized prostate cancer were treated with FFF-VMAT, and projection images for in-treatment CBCT (iCBCT) imaging were concomitantly acquired with a log file. A D95 dose of 36.25 Gy in five fractions was prescribed to each planning target volume (PTV) on each treatment planning CT (pCT). Deformed pCT (dCT) was obtained from the iCBCT using a hybrid deformable image registration algorithm. Dose distributions on the dCT were calculated using Pinnacle3 v9.10 by converting the log file data to Pinnacle3 data format using an in-house software. Dose warping was performed by referring to deformation vector fields calculated from pCT and dCT. Reconstructed dose distribution was compared with that of the original plan. Dose differences between the original and reconstructed dose distributions were within 3% at the isocenter and observed in PTV and organ-at-risk (OAR) regions. Differences in OAR regions were relatively larger than those in the PTV, presumably because OARs were more deformed than the PTV. Therefore, our method can be used successfully to reconstruct the dose distributions of one fraction using iCBCT and a log file during FFF-VMAT delivery.


Asunto(s)
Tomografía Computarizada de Haz Cónico , Neoplasias de la Próstata/diagnóstico por imagen , Neoplasias de la Próstata/radioterapia , Dosis de Radiación , Radiocirugia , Radioterapia de Intensidad Modulada , Anciano , Humanos , Masculino , Dosificación Radioterapéutica , Planificación de la Radioterapia Asistida por Computador , Estudios Retrospectivos
15.
Rinsho Ketsueki ; 61(3): 262-267, 2020.
Artículo en Japonés | MEDLINE | ID: mdl-32224588

RESUMEN

A 70-year-old woman experienced pain in both gastrocnemius muscles, numbness in the toes, and muscle weakness in both the legs that lasted for two months. After getting admitted to our hospital, the muscle weakness extended to both her arms, and nerve conduction studies revealed decreased nerve conduction velocity, which was more prominent in the elbow and the axilla than in the wrist. A magnetic resonance imaging revealed a tumor in the right femoral neck, which was histologically diagnosed as plasmacytoma. Laboratory findings revealed IgA lambda type M protein and an elevated VEGF level of 2,320 pg/ml; edema was present in both the legs. After a diagnosis of POEMS syndrome, lenalidomide and dexamethasone treatment were initiated simultaneously, along with irradiation. The treatment improved polyneuropathy, along with a decrease in the VEGF level. Increased vascular permeability due to elevated VEGF led to the development of neuropathy of POEMS syndrome, and treatment against proliferating monoclonal plasma cells is effective. In the present case, we believe that a prompt control of the plasmacytoma with novel therapeutic agents for myeloma with irradiation resulted in the improvement of the neurological symptoms.


Asunto(s)
Dexametasona/uso terapéutico , Lenalidomida/uso terapéutico , Síndrome POEMS , Plasmacitoma , Anciano , Femenino , Humanos , Síndrome POEMS/tratamiento farmacológico , Factor A de Crecimiento Endotelial Vascular
16.
Oncol Lett ; 19(4): 2695-2704, 2020 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-32218820

RESUMEN

A standard treatment for patients with early-stage non-small cell lung cancer (NSCLC) who undergo surgery, and subsequently develop local failure or intrathoracic oligo-recurrence, has not yet been established. The present study aimed to assess the feasibility of stereotactic body radiotherapy (SBRT) for this subgroup of patients. Consequently, a retrospective analysis was conducted of patients with NSCLC recurrence who were treated with SBRT, and previously underwent curative surgical resection between October 2011 and October 2016. Post-SBRT survival [overall survival (OS); progression-free survival (PFS); and local control (LC)] and toxicity were analyzed. Prognostic factors for OS were identified using univariate and multivariate analysis. A total of 52 patients and 59 tumors were analyzed. The median follow-up time was 25 months (35 months for surviving patients), and median OS following salvage SBRT was 32 months. The 1- and 3-year OS rates were 84.4 and 67.8%, respectively. 1- and 3-year PFS rates were 80.8 and 58.7%, respectively. Only 4 patients (7.7%) developed local failure. Median LC was 71 months and 1- and 3-year LC rate were 97.9 and 94.9%, respectively. A total of 4 patients experienced grade 3 or higher adverse events (AEs) and two experienced grade 5 AEs (pneumonitis and hemoptysis). Central tumor location and the possibility of re-operation were independent prognostic factors for OS. The present study indicated that post-operative salvage SBRT is a promising therapeutic option for patients with NSCLC with locoregional or intrathoracic oligo-recurrence. We regard toxicity was also acceptable. However, further research is required on the appropriate selection of subjects, and stratification of the analysis by certain risk factors would increase the accuracy of the conclusions.

18.
Br J Radiol ; 93(1109): 20190420, 2020 May 01.
Artículo en Inglés | MEDLINE | ID: mdl-32101456

RESUMEN

OBJECTIVE: For real-time markerless tumour tracking in stereotactic lung radiotherapy, we propose a different approach which uses patient-specific deep learning (DL) using a personalised data generation strategy, avoiding the need for collection of a large patient data set. We validated our strategy with digital phantom simulation and epoxy phantom studies. METHODS: We developed lung tumour tracking for radiotherapy using a convolutional neural network trained for each phantom's lesion by using multiple digitally reconstructed radiographs (DRRs) generated from each phantom's treatment planning four-dimensional CT. We trained tumour-bone differentiation using large numbers of training DRRs generated with various projection geometries to simulate tumour motion. We solved the problem of using DRRs for training and X-ray images for tracking using the training DRRs with random contrast transformation and random noise addition. RESULTS: We defined adequate tracking accuracy as the percentage frames satisfying <1 mm tracking error of the isocentre. In the simulation study, we achieved 100% tracking accuracy in 3 cm spherical and 1.5×2.25×3 cm ovoid masses. In the phantom study, we achieved 100 and 94.7% tracking accuracy in 3 cm and 2 cm spherical masses, respectively. This required 32.5 ms/frame (30.8 fps) real-time processing. CONCLUSIONS: We proved the potential feasibility of a real-time markerless tumour tracking framework for stereotactic lung radiotherapy based on patient-specific DL with personalised data generation with digital phantom and epoxy phantom studies. ADVANCES IN KNOWLEDGE: Using DL with personalised data generation is an efficient strategy for real-time lung tumour tracking.


Asunto(s)
Aprendizaje Profundo , Neoplasias Pulmonares/radioterapia , Estudios de Factibilidad , Fluoroscopía/métodos , Tomografía Computarizada Cuatridimensional/métodos , Humanos , Procesamiento de Imagen Asistido por Computador/métodos , Movimiento , Fantasmas de Imagen
19.
Jpn J Clin Oncol ; 50(3): 303-309, 2020 Mar 09.
Artículo en Inglés | MEDLINE | ID: mdl-31926489

RESUMEN

OBJECTIVES: We aimed to compare the dose constraints fulfillment rate of the three-dimensional conformal radiotherapy treatment plan before and after a hydrogel spacer insertion. METHODS: The planning computed tomography scans of 39 patients who received stereotactic body radiotherapy for prostate cancer were used. All patients inserted a hydrogel spacer and underwent computed tomography scans before and after spacer insertion. The three-dimensional conformal radiotherapy plans according to NCCN classification, low-, intermediate- and high-risk, were made for each patient. Clinical target volume included prostate and seminal vesicle 2 cm for high risk, prostate and seminal vesicle 1 cm for intermediate risk and prostate only for low risk. Three-dimensional conformal radiotherapy including a seven-field conformal technique with 76 Gy in 38 fractions. Dose constraints for rectum and bladder were V70 Gy ≤ 15%, V65 Gy ≤ 30% and V40 Gy ≤ 60%. RESULTS: Among 39 patients, 35 (90%), 19 (49%) and 13 (33%) and 38 (97%), 38 (97%) and 34 (87%) patients before and after the spacer insertion fulfilled rectum dose constraints for low-, intermediate- and high-risk plans, respectively. A hydrogel spacer significantly reduced rectum dose and improved the rectum dose constraints fulfillment rate in intermediate (P < 0.01) and high (P < 0.01), but no difference was found in low-risk plan (P = 0.25). On multivariate analysis, spacer use was associated with the higher rectum dose constraints fulfillment rate. CONCLUSIONS: A hydrogel spacer reduced rectum dose and improved the dose constraints fulfillment rate in three-dimensional conformal radiotherapy plan. Although IMRT is the standard treatment, 3D-CRT using a hydrogel spacer may be a treatment option.


Asunto(s)
Equipos y Suministros , Hidrogeles , Neoplasias de la Próstata/radioterapia , Radioterapia Conformacional/instrumentación , Humanos , Masculino , Neoplasias de la Próstata/diagnóstico por imagen , Dosificación Radioterapéutica , Radioterapia Conformacional/métodos , Recto , Tomografía Computarizada por Rayos X
20.
Otol Neurotol ; 41(10): e1314-e1320, 2020 12.
Artículo en Inglés | MEDLINE | ID: mdl-33492807

RESUMEN

OBJECTIVE: Gamma knife radiosurgery (GKRS) is commonly used to treat vestibular schwannomas (VSs). The risk of complications from GKRS decreases at lower doses, but it is unknown if long-term tumor control is negatively affected by dose reduction. STUDY DESIGN: This was a retrospective case review and analysis of patient data. SETTING: Tertiary referral center. PATIENTS: Patients with VSs who underwent GKRS between 1990 and 2007 at the authors' institution. INTERVENTION(S): The subjects were divided into two cohorts based on the prescribed doses of radiation received: a 12 Gy cohort (96 patients) with a follow-up period of 124 months and a >12 Gy cohort (118 patients) with a follow-up period of 143 months. MAIN OUTCOME MEASURES: Tumor control rates at 10 to 15 years, frequency of facial and trigeminal nerve complications, and hearing function. RESULTS: The 10 to 15-year tumor control rates were 95% in the 12 Gy cohort and 88% in the > 12 Gy cohort, but the differences were not significant. Compared with the >12 Gy cohort, facial and trigeminal nerve deficits occurred significantly less frequently in the 12 Gy cohort, with the 10-year cumulative, permanent deficit-free rates being 2% and 0%, respectively. Multivariate analyses revealed that treatment doses exceeding 12 Gy were associated with a significantly higher risk for cranial nerve deficits. The percentage of subjects retaining pure-tone average ≤ 50 dB at the final follow-up did not significantly differ between the cohorts (12 Gy cohort, 30% and >12 Gy cohort, 33%; p = 0.823). CONCLUSIONS: Dose reduction to 12 Gy for GKRS to treat VSs decreased facial and trigeminal nerve complications without worsening tumor control rates.


Asunto(s)
Neuroma Acústico , Radiocirugia , Estudios de Seguimiento , Humanos , Neuroma Acústico/radioterapia , Neuroma Acústico/cirugía , Prescripciones , Radiocirugia/efectos adversos , Estudios Retrospectivos , Resultado del Tratamiento
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