[HTML][HTML] The applications of radiomics in precision diagnosis and treatment of oncology: opportunities and challenges
Medical imaging can assess the tumor and its environment in their entirety, which makes it
suitable for monitoring the temporal and spatial characteristics of the tumor. Progress in …
suitable for monitoring the temporal and spatial characteristics of the tumor. Progress in …
Radiomics of multiparametric MRI for pretreatment prediction of pathologic complete response to neoadjuvant chemotherapy in breast cancer: a multicenter study
Purpose: We evaluated the performance of the newly proposed radiomics of multiparametric
MRI (RMM), developed and validated based on a multicenter dataset adopting a radiomic …
MRI (RMM), developed and validated based on a multicenter dataset adopting a radiomic …
[HTML][HTML] Emerging role of quantitative imaging (radiomics) and artificial intelligence in precision oncology
Cancer is a fatal disease and the second most cause of death worldwide. Treatment of
cancer is a complex process and requires a multi-modality-based approach. Cancer …
cancer is a complex process and requires a multi-modality-based approach. Cancer …
Deep learning-based predictive biomarker of pathological complete response to neoadjuvant chemotherapy from histological images in breast cancer
F Li, Y Yang, Y Wei, P He, J Chen, Z Zheng… - Journal of translational …, 2021 - Springer
Background Pathological complete response (pCR) is considered a surrogate endpoint for
favorable survival in breast cancer patients treated with neoadjuvant chemotherapy (NAC) …
favorable survival in breast cancer patients treated with neoadjuvant chemotherapy (NAC) …
Quantitative ultrasound radiomics for therapy response monitoring in patients with locally advanced breast cancer: Multi-institutional study results
K Quiaoit, D DiCenzo, K Fatima, D Bhardwaj… - PLoS …, 2020 - journals.plos.org
Background Neoadjuvant chemotherapy (NAC) is the standard of care for patients with
locally advanced breast cancer (LABC). The study was conducted to investigate the utility of …
locally advanced breast cancer (LABC). The study was conducted to investigate the utility of …
Quantitative MRI biomarkers of stereotactic radiotherapy outcome in brain metastasis
Abstract About 20–40% of cancer patients develop brain metastases, causing significant
morbidity and mortality. Stereotactic radiation treatment is an established option that delivers …
morbidity and mortality. Stereotactic radiation treatment is an established option that delivers …
A priori prediction of local failure in brain metastasis after hypo-fractionated stereotactic radiotherapy using quantitative MRI and machine learning
M Jaberipour, H Soliman, A Sahgal… - Scientific Reports, 2021 - nature.com
This study investigated the effectiveness of pre-treatment quantitative MRI and clinical
features along with machine learning techniques to predict local failure in patients with brain …
features along with machine learning techniques to predict local failure in patients with brain …
Radiomics: a quantitative imaging biomarker in precision oncology
Cancer treatment is heading towards precision medicine driven by genetic and biochemical
markers. Various genetic and biochemical markers are utilized to render personalized …
markers. Various genetic and biochemical markers are utilized to render personalized …
A hierarchical self‐attention‐guided deep learning framework to predict breast cancer response to chemotherapy using pre‑treatment tumor biopsies
Background Pathological complete response (pCR) to neoadjuvant chemotherapy (NAC)
has demonstrated a strong correlation to improved survival in breast cancer (BC) patients …
has demonstrated a strong correlation to improved survival in breast cancer (BC) patients …
Artificial intelligence to support person-centred care in breast imaging-A scoping review
M Champendal, L Marmy, C Malamateniou… - Journal of medical …, 2023 - Elsevier
Abstract Aim To overview Artificial Intelligence (AI) developments and applications in breast
imaging (BI) focused on providing person-centred care in diagnosis and treatment for breast …
imaging (BI) focused on providing person-centred care in diagnosis and treatment for breast …