Koji Takumi

Dr. Koji Takumi

orcid

Research Focus & Metrics

Academic Career Length

17Years (2010-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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1 August 2015 in European Journal of Radiology
Verified
Journal Article
Closed access
KTKoji Takumi
Koji Takumi
YFYoshihiko Fukukura
Yoshihiko Fukukura
MHMichiyo Higashi
Michiyo Higashi
JIJunnichi Ideue
Junnichi Ideue
TUTomokazu Umanodan
Tomokazu Umanodan
TYTakashi Yoshiura
Takashi Yoshiura

1 April 2014 in European Journal of Radiology
Verified
Journal Article
Closed access
YFYoshihiko Fukukura
Yoshihiko Fukukura
KTKoji Takumi
Koji Takumi
MHMichiyo Higashi
Michiyo Higashi
SSShinchi Shinchi
Shinchi Shinchi
KKKiyohisa Kamimura
Kiyohisa Kamimura
ATAkihiro Tateyama
Akihiro Tateyama

1 October 2017 in European Journal of Radiology
Verified
Journal Article
Closed access
KTKoji Takumi
Koji Takumi
YFYoshihiko Fukukura
Yoshihiko Fukukura
HHHiroto Hakamada
Hiroto Hakamada
JIJunichi Ideue
Junichi Ideue
YKYuichi Kumagae
Yuichi Kumagae
TYTakashi Yoshiura
Takashi Yoshiura

2 February 2021 in Scientific Reports
Verified
Journal Article
Open access
PDF file
KTKoji Takumi
Koji Takumi
HNHiroaki Nagano
Hiroaki Nagano
HKHidehiko Kikuno
Hidehiko Kikuno
YKYuichi Kumagae
Yuichi Kumagae
YFYoshihiko Fukukura
Yoshihiko Fukukura
TYTakashi Yoshiura
Takashi Yoshiura
The purpose of this study is to determine whether multiparametric non-contrast MR imaging including diffusion-weighted imaging (DWI), arterial spin labeling (ASL), and amide proton transfer (APT) weighted imaging can help differentiate malignant from benign salivary gland lesions. The study population consisted of 42 patients, with 31 benign and 11 malignant salivary gland lesions. All patients were evaluated using DWI, three-dimensional pseudo-continuous ASL, and APT-weighted imaging on 3 T MR imaging before treatment. Apparent diffusion coefficient (ADC), tumor blood flow (TBF), and APT-related signal intensity (APTSI) values within the lesion were compared between the malignant and benign lesions by Mann–Whitney U test. For each parameter, optimal cutoff values were chosen using a threshold criterion that maximized the Youden index for predicting malignant lesions. The performance of ADC, TBF, APTSI, individually and combined, was evaluated in terms of diagnostic ability for malignant lesions. Diagnostic performance was compared by McNemar test. APTSI was significantly higher in malignant lesions (2.18 ± 0.89%) than in benign lesions (1.57 ± 1.09%, p = 0.047). There was no significant difference in ADC or TBF between benign and malignant lesions (p = 0.155 and 0.498, respectively). The accuracy of ADC, TBF, and APTSI for diagnosing malignant lesions was 47.6%, 50.0%, and 66.7%, respectively; whereas the accuracy of the three parameters combined was 85.7%, which was significantly higher than that of each parameter alone (p = 0.001, 0.001, and 0.008, respectively). Therefore, the combination of ADC, TBF, and APTSI can help differentiate malignant from benign salivary gland lesions.

16 April 2018 in British Journal of Radiology
Verified
Journal Article
Closed access
TUTomoko Ueyama
Tomoko Ueyama
TATAKESHI ARIMURA
TAKESHI ARIMURA
KTKoji Takumi
Koji Takumi
FNFumihiko Nakamura
Fumihiko Nakamura
RHRyutaro Higashi
Ryutaro Higashi
Takashi YoshiuraTakashi Yoshiura
Takashi Yoshiura
Objective: To identify risk factors for symptomatic radiation pneumonitis (RP) after stereotactic radiation therapy (SRT) for lung tumours. Methods: We retrospectively evaluated 68 lung tumours in 63 patients treated with SRT between 2011 and 2015. RP was graded according to the National Cancer Institute—Common Terminology Criteria for Adverse Events version 4.0. SRT was delivered at 7.0–12.0 Gy per each fraction, once daily, to a total of 48–64 Gy (median, 50 Gy). Univariate analysis was performed to assess patient- and treatment-related factors, including age, sex, smoking index (SI), pulmonary function, tumour location, serum Krebs von den Lungen-6 value (KL-6), dose-volume metrics (V5, V10, V20, V30, V40 and VS5), homogeneity index of the planning target volume (PTV), PTV dose, mean lung dose (MLD), contralateral MLD and V2, PTV volume, lung volume and the PTV/lung volume ratio (PTV/Lung). Performance of PTV/Lung in predicting symptomatic RP was also analysed using receiver operating characteristic (ROC) analysis. Results: The median follow-up period was 21 months. 10 of 63 patients (15.9%) developed symptomatic RP after SRT. On univariate analysis, V10, V20, PTV volume and PTV/Lung were significantly associated with occurrence of RP ≥Grade 2. ROC curves indicated that symptomatic RP could be predicted using PTV/Lung [area under curve (AUC): 0.88, confidence interval (CI: 0.78–0.95), cut-off value: 1.09, sensitivity: 90.0% and specificity: 72.4%]. Conclusion: PTV/Lung is a good predictor of symptomatic RP after SRT. Advances in knowledge: The cases with high PTV/Lung should be carefully monitored with caution for the occurrence of RP after SRT.

21 February 2019 in American Journal of Neuroradiology
Verified
Journal Article
Open access
PDF file
HKHirofumi Kuno
Hirofumi Kuno
NGN. Garg
N. Garg
MQM.M. Qureshi
M.M. Qureshi
MCM.N. Chapman
M.N. Chapman
BLB. Li
B. Li
OSOsamu Sakai
Osamu Sakai
BACKGROUND AND PURPOSE: Differentiating nodal metastases from reactive adenopathy in HIV-infected patients with [18F] FDG-PET/CT can be challenging because lymph nodes in HIV-positive patients often show increased [18F] FDG uptake. The purpose of this study was to assess CT textural analysis characteristics of HIV-positive and HIV-negative lymph nodes on [18F] FDG-PET/CT to differentiate nodal metastases from disease-specific nodal reactivity. MATERIALS AND METHODS: Nine HIV-positive patients with head and neck squamous cell carcinoma (7 men, 2 women; 29–62 years of age; median age, 48 years) with 22 lymph nodes (≥1 cm) who underwent contrast-enhanced CT with [18F] FDG-PET followed by pathologic evaluation of cervical lymph nodes were retrospectively reviewed. Twenty-six HIV-negative patients with head and neck squamous cell carcinoma with 61 lymph nodes were evaluated as a control group. Each lymph node was manually segmented, and an in-house-developed Matlab-based texture analysis program extracted 41 texture features from each segmented volume. A mixed linear regression model was used to compare the pathologically proved malignant lymph nodes with benign nodes in the 2 enrolled groups. RESULTS: Thirteen (59%) lymph nodes in the HIV-positive group and 22 (36%) lymph nodes in the HIV-negative control group were confirmed as positive for metastases. There were 7 histogram features (P = .017–0.032), 3 gray-level co-occurrence features (P = .009-.025), and 9 gray-level run-length features (P < .001–.033) that demonstrated a significant difference in HIV-positive patients with either benign or malignant lymph nodes. CONCLUSIONS: CT texture analysis may be useful as a noninvasive method of obtaining additional quantitative information to differentiate nodal metastases from disease-specific nodal reactivity in HIV-positive patients with head and neck squamous cell carcinoma.