Bi-modal transfer learning for classifying breast cancers via combined b-mode and ultrasound strain imaging

S Misra, S Jeon, R Managuli, S Lee… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Although accurate detection of breast cancer still poses significant challenges, deep
learning (DL) can support more accurate image interpretation. In this study, we develop a …

Deep learning‐based multimodal fusion network for segmentation and classification of breast cancers using B‐mode and elastography ultrasound images

S Misra, C Yoon, KJ Kim, R Managuli… - Bioengineering & …, 2023 - Wiley Online Library
Ultrasonography is one of the key medical imaging modalities for evaluating breast lesions.
For differentiating benign from malignant lesions, computer‐aided diagnosis (CAD) systems …

New approaches in the study of the pathogenesis of urethral pain syndrome

O Streltsova, A Kuyarov, MSAM Molvi, S Zubova… - Diagnostics, 2020 - mdpi.com
Introduction: Urethral pain syndrome (UPS) is still a pathology in which the diagnosis is
formulated as a “diagnosis of exclusion”. The exact pathogenetic mechanisms are not yet …

Эффективность мультипараметрического ультразвукового исследования с применением компрессионной эласто-графии в ранней диагностике образований …

ЕА Бусько, ВВ Семиглазов… - Лучевая …, 2020 - radiag.bmoc-spb.ru
Аннотация Введение. Современное ультразвуковое исследование (УЗИ) в отличие от
других модальностей позволяет оценивать жесткость патологического очага с …

Evaluation of Elastographic Features in Complex Fibroadenomas With Radiologic‐Pathologic Correlation

I Basara Akin, HA Ozgul… - Journal of Ultrasound …, 2021 - Wiley Online Library
Fibroadenoma is the most common benign tumor of the breast, and complex fibroadenoma
(CFA) is one of its variants. Of the fibroadenomas, 22% are CFAs, and in women with CFAs …

[HTML][HTML] The effectiveness of multiparametric ultrasound and compressive elastography in the early diagnosis of breast cancer

EA Busko, VV Semiglazov… - Diagnostic radiology …, 2020 - radiag.bmoc-spb.ru
Modern ultrasound examination (US), unlike other modalities, allows to assess the stiffness
of the lesions, with the help of a new technology named sonoelastography (SEG). According …

Breast Cancer Detection Using B-Mode and Ultrasound Strain Imaging

N Anusha, PS Keerthi, MR Reddy… - … Conference on Data …, 2023 - Springer
Deep learning (DL) methods have recently been used more and more in US breast imaging.
Breast Imaging-Reporting and Data System (BI-RADS) score is used to categorize B-mode …

THE ROLE OF STRAIN ELASTOGRAPHY IN REFINING THE DIAGNOSIS OF FOCAL LESIONS IN THE BREAST

IZ Pulatova, YM Mamadalieva - Thematic Journal of Applied Sciences, 2024 - ejournals.id
Currently, the diversity of clinical presentations and the complexity of the differential
diagnosis of focal lesions in the breast necessitate the use of modern and highly informative …

Methods, systems, and computer readable media for evaluating mechanical anisotropy for breast cancer screening and monitoring response to therapy

C Gallippi, G Torres - US Patent 11,751,841, 2023 - Google Patents
A method for evaluating mechanical anisotropy of a material sample to determine a
characteristic of the sample includes interrogating a material sample a plurality of times …

ЭФФЕКТИВНОСТЬ ПРИМЕНЕНИЯ КОМПЛЕКСНОГО ПОДХОДА КОМПРЕССИОННОЙ ЭЛАСТОГРАФИИ И ЭЛАСТОГРАФИИ СДВИГОВОЙ ВОЛНЫ К …

ИЗ Пулатова, ВЕ Гажонова - European journal of molecular medicine, 2024 - ejournals.id
На сегодняшний день рак молочной железы является наиболее распространенной
злокачественной опухолью и основной причиной смертности от рака среди населения …