Exploratory Analysis of Radiomics and Pathomics in Uterine Corpus Endometrial Carcinoma DOI Creative Commons
Valentina Brancato, Nunzia Garbino, Marco Aiello

и другие.

Scientific Reports, Год журнала: 2024, Номер 14(1)

Опубликована: Дек. 28, 2024

Uterine corpus endometrial carcinoma (EC) is one of the most common malignancies in female reproductive system, characterized by tumor heterogeneity at both radiological and pathological scales. Both radiomics pathomics have potential to assess this support EC diagnosis. This study examines correlation between features from Apparent Diffusion Coefficient (ADC) maps post-contrast T1 (T1C) images with pathomic pathology 32 patients CPTAC-UCEC database. 91 were extracted ADC T1C images, 566 cell detections density four different resolutions. Spearman's Bayes Factor analysis used evaluate radio-pathomic correlations. Significant cross-scale correlations found, strengths ranging 0.57 0.89 absolute value (9.47 × 104 < BF 4.77 1014) for task, 0.64 0.70 (1.80 5.69 105) task. Most significant high associations observed textural maps. Correlations involving morphometric first-order also observed, reflecting variations aggressiveness tissue composition. These findings suggest that correlating radiomic histopathological can enhance understanding intratumoral heterogeneity.

Язык: Английский

Evaluating the quality of radiomics-based studies for endometrial cancer using RQS and METRICS tools DOI Creative Commons
Luca Russo, Silvia Bottazzi, Burak Koçak

и другие.

European Radiology, Год журнала: 2024, Номер 35(1), С. 202 - 214

Опубликована: Июль 16, 2024

To assess the methodological quality of radiomics-based models in endometrial cancer using radiomics score (RQS) and METhodological radiomICs (METRICS).

Язык: Английский

Процитировано

4
Prediction of Lymph Node Metastasis in Endometrial Cancer Based on Color Doppler Ultrasound Radiomics DOI
Xiaoling Liu,

Weihan Xiao,

Jing Qiao

и другие.

Academic Radiology, Год журнала: 2024, Номер 31(11), С. 4499 - 4508

Опубликована: Сен. 3, 2024

Язык: Английский

Процитировано

4
Diagnostic Value of MRI for Pelvic Lymph Node Extracapsular Invasion in Early-Stage Endometrial Carcinoma DOI Creative Commons
Qiufang Bao,

Liping Zheng,

L. Hong

и другие.

International Journal of Women s Health, Год журнала: 2025, Номер Volume 17, С. 1409 - 1419

Опубликована: Май 1, 2025

Endometrial cancer (EC) is the major female malignant tumor in developed countries. MRI frequently applied gynecologic malignancies. We probed diagnostic value of for pelvic lymph node extracapsular invasion (PLNEI) early-stage EC patients. Totally 142 patients were retrospectively enrolled and divided into PLNEInegative/PLNEIpositive groups. Differences parameters [volume index (VI), total volume (TTV), ratio (TVR), mean apparent diffusion coefficient (ADCmean)] analyzed. Early-stage with PLNEI categorized high/low VI, TTV, TVR, ADCmean The relationships TVR clinicopathological characteristics Independent influencing factors PLNEI, analyzed by logistic univariate/multivariate regression receiver operating characteristic curve, differences areas under curves compared Delong test. There significant histological type, grade, myometrial depth, LVSI positive detection, cervical involvement, CA125 level between two TTV values elevated was reduced which associated level, independent showing high PLNEI. had a good method to detect

Язык: Английский

Процитировано

0
Integrating plasma exosomal miRNAs, ultrasound radiomics and tPSA for the diagnosis and prediction of early prostate cancer: a multi-center study DOI
Chao Wang, Chuan Zhou, Yunfeng Zhang

и другие.

Clinical & Translational Oncology, Год журнала: 2024, Номер 27(3), С. 1248 - 1262

Опубликована: Авг. 28, 2024

Язык: Английский

Процитировано

2
Diagnostic utility of apparent diffusion coefficient in preoperative assessment of endometrial cancer: are we ready for the 2023 FIGO staging? DOI Creative Commons
Gehad A. Saleh,

Rasha Abdelrazek,

Amany Hassan

и другие.

BMC Medical Imaging, Год журнала: 2024, Номер 24(1)

Опубликована: Авг. 28, 2024

Although endometrial cancer (EC) is staged surgically, magnetic resonance imaging (MRI) plays a critical role in assessing and selecting the most appropriate treatment planning. We aimed to assess diagnostic performance of quantitative analysis diffusion-weighted (DWI) preoperative assessment EC.

Язык: Английский

Процитировано

2
Artificial intelligence in fracture detection on radiographs: a literature review DOI
Antonio Lo Mastro,

Enrico Grassi,

Daniela Berritto

и другие.

Japanese Journal of Radiology, Год журнала: 2024, Номер unknown

Опубликована: Ноя. 14, 2024

Язык: Английский

Процитировано

2
Exploratory Analysis of Radiomics and Pathomics in Uterine Corpus Endometrial Carcinoma DOI Creative Commons
Valentina Brancato, Nunzia Garbino, Marco Aiello

и другие.

Scientific Reports, Год журнала: 2024, Номер 14(1)

Опубликована: Дек. 28, 2024

Uterine corpus endometrial carcinoma (EC) is one of the most common malignancies in female reproductive system, characterized by tumor heterogeneity at both radiological and pathological scales. Both radiomics pathomics have potential to assess this support EC diagnosis. This study examines correlation between features from Apparent Diffusion Coefficient (ADC) maps post-contrast T1 (T1C) images with pathomic pathology 32 patients CPTAC-UCEC database. 91 were extracted ADC T1C images, 566 cell detections density four different resolutions. Spearman's Bayes Factor analysis used evaluate radio-pathomic correlations. Significant cross-scale correlations found, strengths ranging 0.57 0.89 absolute value (9.47 × 104 < BF 4.77 1014) for task, 0.64 0.70 (1.80 5.69 105) task. Most significant high associations observed textural maps. Correlations involving morphometric first-order also observed, reflecting variations aggressiveness tissue composition. These findings suggest that correlating radiomic histopathological can enhance understanding intratumoral heterogeneity.

Язык: Английский

Процитировано

0