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Dive into the research topics where Hirofumi Kuno is active.

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Featured researches published by Hirofumi Kuno.


European Journal of Radiology | 2014

Primary staging of laryngeal and hypopharyngeal cancer: CT, MR imaging and dual-energy CT

Hirofumi Kuno; Hiroaki Onaya; Satoshi Fujii; Hiroya Ojiri; Katharina Otani; Mitsuo Satake

Laryngeal and hypopharyngeal cancer, in particular T4a disease associated with cartilage invasion and extralaryngeal spread, needs to be evaluated accurately because treatment can impact heavily on a patients quality of life. Reliable imaging tools are therefore indispensible. CT offers high spatial and temporal resolution and remains the preferred imaging modality. Although cartilage invasion can be diagnosed with acceptable accuracy by applying defined criteria for combinations of erosion, lysis and transmural extralaryngeal spread, iodine-enhanced tumors and non-ossified cartilage are sometimes difficult to distinguish. MR offers high contrast resolution for images without motion artifacts, although inflammatory changes in cartilage sometimes resemble cartilage invasion. With dual-energy CT, combined iodine overlay images and weighted average images can be used for evaluation of cartilage invasion, since iodine enhancement is evident in tumor tissue but not in cartilage. Extralaryngeal spread can be evaluated from CT, MR or dual-energy CT images and the routes of tumor spread into the extralaryngeal soft tissue must be considered; (1) via the thyrohyoid membrane along the superior laryngeal neurovascular bundle, (2) via the inferior pharyngeal constrictor muscle, and (3) via the cricothyroid membrane. Radiologists need to understand the advantages and limitations of each imaging modality for staging of laryngeal and hypopharyngeal cancer.


Radiology | 2017

Global and Regional Brain Assessment with Quantitative MR Imaging in Patients with Prior Exposure to Linear Gadolinium-based Contrast Agents

Hirofumi Kuno; Hernan Jara; Karen Buch; Muhammad M. Qureshi; Margaret N. Chapman; Osamu Sakai

Purpose To assess the association of global and regional brain relaxation times in patients with prior exposure to linear gadolinium-based contrast agents (GBCAs). Materials and Methods The institutional review board approved this cross-sectional study. Thirty-five patients (nine who had received GBCA gadopentetate dimeglumine injections previously [one to eight times] and 26 patients who did not) who underwent brain magnetic resonance (MR) imaging with a mixed fast spin-echo pulse sequence were assessed. The whole brain was segmented according to white and gray matter by using a dual-clustering algorithm. In addition, regions of interest were measured in the globus pallidus, dentate nucleus, thalamus, and pons. The Mann-Whitney U test was used to assess the difference between groups. Multiple regression analysis was performed to assess the association of T1 and T2 with prior GBCA exposure. Results T1 values of gray matter were significantly shorter for patients with than for patients without prior GBCA exposure (P = .022). T1 of the gray matter of the whole brain (P < .001), globus pallidus (P = .002), dentate nucleus (P = .046), and thalamus (P = .026) and T2 of the whole brain (P = .004), dentate nucleus (P = .023), and thalamus (P = .002) showed a significant correlation with the accumulated dose of previous GBCA administration. There was no significant correlation between T1 and the accumulated dose of previous GBCA injections in the white matter (P = .187). Conclusion Global and regional quantitative assessments of T1 and T2 demonstrated an association with prior GBCA exposure, especially for gray matter structures. The results of this study confirm previous research findings that there is gadolinium deposition in wider distribution throughout the brain.


American Journal of Neuroradiology | 2017

CT Texture Analysis Potentially Predicts Local Failure in Head and Neck Squamous Cell Carcinoma Treated with Chemoradiotherapy

Hirofumi Kuno; Muhammad M. Qureshi; Margaret N. Chapman; Baojun Li; V.C. Andreu-Arasa; K. Onoue; Minh Tam Truong; Osamu Sakai

This was a retrospective study including 62 patients diagnosed with primary head and neck squamous cellcarcinoma who underwent contrast-enhanced CT examinations for staging, followed by chemoradiotherapy. CT texture features of thewhole primary tumor were measured using an in-house developed Matlab-based texture analysis program. Histogram, gray-level co-occurrence matrix, gray-level run-length, gray-level gradient matrix, and Laws features were used for texture feature extraction. Three histogram features (geometric mean, harmonic, and fourth moment) and 4 gray-level run-length features (short-run emphasis, gray-level nonuniformity, run-length nonuniformity, and short-run low gray-level emphasis) were significant predictors of outcome. BACKGROUND AND PURPOSE: The accurate prediction of prognosis and failure is crucial for optimizing treatment strategies for patients with cancer. The purpose of this study was to assess the performance of pretreatment CT texture analysis for the prediction of treatment failure in primary head and neck squamous cell carcinoma treated with chemoradiotherapy. MATERIALS AND METHODS: This retrospective study included 62 patients diagnosed with primary head and neck squamous cell carcinoma who underwent contrast-enhanced CT examinations for staging, followed by chemoradiotherapy. CT texture features of the whole primary tumor were measured using an in-house developed Matlab-based texture analysis program. Histogram, gray-level co-occurrence matrix, gray-level run-length, gray-level gradient matrix, and Laws features were used for texture feature extraction. Receiver operating characteristic analysis was used to identify the optimal threshold of any significant texture parameter. We used multivariate Cox proportional hazards models to examine the association between the CT texture parameter and local failure, adjusting for age, sex, smoking, primary tumor stage, primary tumor volume, and human papillomavirus status. RESULTS: Twenty-two patients (35.5%) developed local failure, and the remaining 40 (64.5%) showed local control. Multivariate analysis revealed that 3 histogram features (geometric mean [hazard ratio = 4.68, P = .026], harmonic mean [hazard ratio = 8.61, P = .004], and fourth moment [hazard ratio = 4.56, P = .048]) and 4 gray-level run-length features (short-run emphasis [hazard ratio = 3.75, P = .044], gray-level nonuniformity [hazard ratio = 5.72, P = .004], run-length nonuniformity [hazard ratio = 4.15, P = .043], and short-run low gray-level emphasis [hazard ratio = 5.94, P = .035]) were significant predictors of outcome after adjusting for clinical variables. CONCLUSIONS: Independent primary tumor CT texture analysis parameters are associated with local failure in patients with head and neck squamous cell carcinoma treated with chemoradiotherapy.


American Journal of Neuroradiology | 2017

Quantitative Assessment of Variation in CT Parameters on Texture Features: Pilot Study Using a Nonanatomic Phantom

Karen Buch; Baojun Li; Muhammad M. Qureshi; Hirofumi Kuno; Stephan W. Anderson; Osamu Sakai

SUMMARY: Our aim was to evaluate changes in texture features based on variations in CT parameters on a phantom. Scans were performed with varying milliampere, kilovolt, section thickness, pitch, and acquisition mode. Forty-two texture features were extracted by using an in-house-developed Matlab program. Two-tailed t tests and false-detection analyses were performed with significant differences in texture features based on detector array configurations (Q values = 0.001–0.006), section thickness (Q values = 0.0002–0.001), and acquisition mode (Q values = 0.003–0.006). Variations in milliampere and kilovolt had no significant effect.


Radiographics | 2018

Craniofacial Manifestations of Systemic Disorders: CT and MR Imaging Findings and Imaging Approach

V. Carlota Andreu-Arasa; Margaret N. Chapman; Hirofumi Kuno; Akifumi Fujita; Osamu Sakai

Many systemic diseases or conditions can affect the maxillofacial bones; however, they are often overlooked or incidentally found at routine brain or head and neck imaging performed for other reasons. Early identification of some conditions may significantly affect patient care and alter outcomes. Early recognition of nonneoplastic hematologic disorders, such as thalassemia and sickle cell disease, may help initiate earlier treatment and prevent serious complications. The management of neoplastic diseases such as lymphoma, leukemia, or Langerhans cell histiocytosis may be different if diagnosed early, and metastases to the maxillofacial bones may be the first manifestation of an otherwise occult neoplasm. Endocrinologic and metabolic disorders also may manifest with maxillofacial conditions. Earlier recognition of osteoporosis may alter treatment and prevent complications such as insufficiency fractures, and identification of acromegaly may lead to surgical treatment if there is an underlying growth hormone-producing adenoma. Bone dysplasias sometimes are associated with skull base foraminal narrowing and subsequent involvement of the cranial nerves. Inflammatory processes such as rheumatoid arthritis and sarcoidosis may affect the maxillofacial bones, skull base, and temporomandibular joints. Radiologists should be familiar with the maxillofacial computed tomographic and magnetic resonance imaging findings of common systemic disorders because these may be the first manifestations of an otherwise unrevealed systemic process with potential for serious complications. Online supplemental material is available for this article. ©RSNA, 2018.


American Journal of Neuroradiology | 2018

Comparison of MR Imaging and Dual-Energy CT for the Evaluation of Cartilage Invasion by Laryngeal and Hypopharyngeal Squamous Cell Carcinoma

Hirofumi Kuno; K. Sakamaki; S. Fujii; Kotaro Sekiya; Katharina Otani; R. Hayashi; Takeharu Yamanaka; Osamu Sakai; M. Kusumoto

BACKGROUND AND PURPOSE: Dual-energy CT can distinguish iodine-enhanced tumors from nonossified cartilage and has been investigated for evaluating cartilage invasion in patients with laryngeal and hypopharyngeal squamous cell carcinomas. In this study, we compared the diagnostic accuracy of MR imaging and of a combination of weighted-average and iodine overlay dual-energy CT images in detecting cartilage invasion by laryngeal and hypopharyngeal squamous cell carcinomas, in particular thyroid cartilage invasion. MATERIALS AND METHODS: Fifty-five consecutive patients who underwent 3T MR imaging and 128-slice dual-energy CT for preoperative initial staging of laryngeal or hypopharyngeal squamous cell carcinomas were included. Two blinded observers evaluated laryngeal cartilage invasion on MR imaging and dual-energy CT using a combination of weighted-average and iodine-overlay images. Pathologic findings of surgically resected specimens were used as the reference standard for evaluating sensitivity, specificity, and the areas under the receiver operating characteristic curve of both modalities for cartilage invasion by each type of cartilage and for all cartilages together. Sensitivity and specificity were compared using the McNemar test and generalized linear mixed models. RESULTS: Dual-energy CT showed higher specificity than MR imaging for diagnosing all cartilage together (84% for MR imaging versus 98% for dual-energy CT, P < .004) and for thyroid cartilage (64% versus 100%, P < .001), with a similar average area under the curve (0.94 versus 0.95, P = .70). The sensitivity did not differ significantly for all cartilages together (97% versus 81%, P = .16) and for thyroid cartilage (100% versus 89%, P = .50), though there was a trend toward increased sensitivity with MR imaging. CONCLUSIONS: Dual-energy CT showed higher specificity and acceptable sensitivity in diagnosing laryngeal cartilage invasion compared with MR imaging.


Neuroimaging Clinics of North America | 2017

Miscellaneous and Emerging Applications of Dual-Energy Computed Tomography for the Evaluation of Intracranial Pathology

Hirofumi Kuno; Kotaro Sekiya; Margaret N. Chapman; Osamu Sakai

Dual-energy computed tomography (CT) has the potential to improve detection of abnormalities and increase diagnostic confidence in the evaluation of a variety of neurologic conditions by using different x-ray energy-dependent absorption behaviors of different materials. This article reviews the virtual monochromatic imaging applications of dual-energy CT, particularly material decomposition algorithms to improve lesion conspicuity, define lesion-normal tissue interface using different reconstruction techniques, and discuss miscellaneous emerging applications of dual-energy CT for neuroimaging, with an emphasis on their potential clinical utility.


Japanese Journal of Clinical Oncology | 2014

A case of oropharyngeal squamous cell carcinoma with nasopharyngeal extension via the levator veli palatini muscle.

Hirofumi Kuno; Hiroaki Onaya

An 83-year-old woman presented with a chief complaint of throat pain. A left tonsillar tumor was detected, and biopsy revealed squamous cell carcinoma. Clinical examination showed that the tumor had formed a mass mainly in the submucosal area (Fig. 1), and it was diagnosed initially as stage T2. Magnetic resonance imaging (MRI) demonstrated an invasive mass located mainly in the left oropharyngeal wall extending to the soft palate. The coronal T2-weighted image demonstrated thickening of the left levator veli palatini muscle with hyperintensity (Fig. 2A, arrowheads), in contrast to the normal right levator veli palatini muscle (Fig. 2A, arrows). A fat-saturated contrast-enhanced T1-weighted image at the nasopharyngeal level showed enhancement of the left levator veli palatini muscle (Fig. 2B, arrowheads) and surrounding tissue, suggesting extension to the nasopharyngeal level. Nasopharyngeal fiberscopy performed after MRI confirmed redness of the left torus tubarius. A diagnosis of stage IV oropharyngeal cancer, T4bN2bM0, was made, and chemoradiotherapy was initiated. MRI 4 weeks after the end of treatment showed almost total disappearance of the tumor. Subsequently, the patient was followed without further treatment, and no recurrence or metastasis was evident after 4 years. For oropharyngeal cancer with nasopharyngeal extension, chemoradiotherapy rather than surgery is generally considered. This type of tumor spreads mainly in the submucosa, and the nasopharyngeal mucosal surface sometimes appears to be intact. In such cases, diagnosis is difficult without MRI. The levator veli palatini muscle, one of the components of the soft palate, arises from the undersurface of the skull base and from the medial lamina of the cartilage of the auditory tube. When a tumor in the soft palate reaches this muscle in deep areas, the muscle can become a route of direct invasion to the skull base or nasopharynx. Note: The present case, in part, was provided with permission from National Cancer Center Image Reference Database (NCC-CIR), 2013: CASE 0204 (http://cir.ncc.go.jp/en/index.html).


Japanese Journal of Clinical Oncology | 2013

A Case of Adenoid Cystic Carcinoma Arising from the Nasopharynx

Hirofumi Kuno; Satoshi Fujii

A 54-year-old man presented to our hospital with a 2-year history of bilateral secretory otitis media. Magnetic resonance images showed an invasive mass (T) located mainly in the left Rosenmüller fossa of the nasopharynx, spreading into the parapharyngeal space (Fig. 1A, arrowheads) and the skull base structure (Fig. 1B and C, arrows). On a fat-suppressed contrast-enhanced T1-weighted image, continuous soft tissue showing enhancement was observed in the bilateral pterygopalatine fossa (Fig. 1C, arrowheads). Another image, 5 mm cranial to this one, showed enhancement of the thickened dura mater continuous with the round foramen (Fig. 1D, arrowheads) and a nodular lesion adjacent to Meckel’s cave (Fig. 1D, arrow), which suggested perineural spread along the maxillary nerve (V2), reaching the semilunar ganglion. The biopsy specimen from the nasopharynx revealed cribriform structures, which consisted of a dual population of tumor cells showing ductal and myoepithelial differentiation with positive reactivity for cytokeratin AE1/3 and a-smooth muscle actin, respectively, by immunohistochemical staining (Fig. 2). Based on these findings, the patient was diagnosed with Stage IV nasopharyngeal adenoid cystic carcinoma (ACC), tubular/cribriform variant, and multidisciplinary treatment consisting of chemotherapy (cisplatin) and proton beam therapy was given. ACC, one of the most common malignant salivary gland neoplasms, occurs rarely in the nasopharynx, accounting for 0.13– 0.48% of all malignant nasopharyngeal tumors. ACC is characterized by slow relentless growth, extensive local invasion and a particular propensity for perineural spreading. The primary role of imaging is accurate tumor mapping with special attention to the perineural spread. This approach ensures an optimal therapeutic outcome.


Journal of Applied Clinical Medical Physics | 2018

Quantitative variations in texture analysis features dependent on MRI scanning parameters: A phantom model

Karen Buch; Hirofumi Kuno; Muhammad M. Qureshi; Baojun Li; Osamu Sakai

Abstract Objectives To evaluate the influence of MRI scanning parameters on texture analysis features. Methods Publicly available data from the Reference Image Database to Evaluate Therapy Response (RIDER) project sponsored by The Cancer Imaging Archive included MRIs on a phantom comprised of 18 25‐mm doped, gel‐filled tubes, and 1 20‐mm tube containing 0.25 mM Gd‐DTPA (EuroSpinII Test Object5, Diagnostic Sonar, Ltd, West Lothian, Scotland). MRIs performed on a 1.5 T GE HD, 1.5 T Siemens Espree (VB13), or 3.0 T GE HD with TwinSpeed gradients with an eight‐channel head coil included T1WIs with multiple flip angles (flip‐angle = 2,5,10,15,20,25,30), TR/TE = 4.09–5.47/0.90–1.35 ms, NEX = 1 and DCE with 30° flip‐angle, TR/TE=4.09–5.47/0.90–1.35, and NEX = 1,4. DICOM data were imported into an in‐house developed texture analysis program which extracted 41‐texture features including histogram, gray‐level co‐occurrence matrix (GLCM), and gray‐level run‐length (GLRL). Two‐tailed t tests, corrected for multiple comparisons (Q values) were calculated to compare changes in texture features with variations in MRI scanning parameters (magnet strength, flip‐angle, number of excitations (NEX), scanner platform). Results Significant differences were seen in histogram features (mean, median, standard deviation, range) with variations in NEX (Q = 0.003–0.045) and scanner platform (Q < 0.0001), GLCM features (entropy, contrast, energy, and homogeneity) with NEX (Q = 0.001–0.018) and scanner platform (Q < 0.0001), GLRL features (long‐run emphasis, high gray‐level run emphasis, high gray‐level emphasis) with magnet strength (Q = 0.0003), NEX (Q = 0.003–0.022) and scanner platform (Q < 0.0001). Conclusion Significant differences were seen in many texture features with variations in MRI acquisition emphasizing the need for standardized MRI technique.

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Baojun Li

Boston Medical Center

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Akifumi Fujita

Jichi Medical University

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