[HTML][HTML] Breast cancer resistance to chemotherapy: When should we suspect it and how can we prevent it?
M Faruk - Annals of Medicine and Surgery, 2021 - Elsevier
Chemotherapy is an essential treatment for breast cancer, inducing cancer cell death.
However, chemoresistance is a problem that limits the effectiveness of chemotherapy. Many …
However, chemoresistance is a problem that limits the effectiveness of chemotherapy. Many …
Novel machine learning approach for the prediction of hernia recurrence, surgical complication, and 30-day readmission after abdominal wall reconstruction
BACKGROUND: Despite advancements in abdominal wall reconstruction (AWR)
techniques, hernia recurrences (HRs), surgical site occurrences (SSOs), and unplanned …
techniques, hernia recurrences (HRs), surgical site occurrences (SSOs), and unplanned …
Machine learning in medicine: a practical introduction to techniques for data pre-processing, hyperparameter tuning, and model comparison
Background There is growing enthusiasm for the application of machine learning (ML) and
artificial intelligence (AI) techniques to clinical research and practice. However, instructions …
artificial intelligence (AI) techniques to clinical research and practice. However, instructions …
Intelligent vacuum-assisted biopsy to identify breast cancer patients with pathologic complete response (ypT0 and ypN0) after neoadjuvant systemic treatment for …
A Pfob, C Sidey-Gibbons, G Rauch… - Journal of Clinical …, 2022 - ascopubs.org
PURPOSE Neoadjuvant systemic treatment (NST) elicits a pathologic complete response in
40%-70% of women with breast cancer. These patients may not need surgery as all local …
40%-70% of women with breast cancer. These patients may not need surgery as all local …
MRI-based radiomics in breast cancer: feature robustness with respect to inter-observer segmentation variability
RWY Granzier, NMH Verbakel, A Ibrahim… - scientific reports, 2020 - nature.com
Radiomics is an emerging field using the extraction of quantitative features from medical
images for tissue characterization. While MRI-based radiomics is still at an early stage, it …
images for tissue characterization. While MRI-based radiomics is still at an early stage, it …
Towards patient-centered decision-making in breast cancer surgery: machine learning to predict individual patient-reported outcomes at 1-year follow-up
Objective: We developed, tested, and validated machine learning algorithms to predict
individual patient-reported outcomes at 1-year follow-up to facilitate individualized, patient …
individual patient-reported outcomes at 1-year follow-up to facilitate individualized, patient …
Quantitative digital histopathology and machine learning to predict pathological complete response to chemotherapy in breast cancer patients using pre-treatment …
Complete pathological response (pCR) to neoadjuvant chemotherapy (NAC) is a prognostic
factor for breast cancer (BC) patients and is correlated with improved survival. However …
factor for breast cancer (BC) patients and is correlated with improved survival. However …
[HTML][HTML] Intelligent multi-modal shear wave elastography to reduce unnecessary biopsies in breast cancer diagnosis (INSPiRED 002): a retrospective, international …
A Pfob, C Sidey-Gibbons, RG Barr, V Duda… - European Journal of …, 2022 - Elsevier
Background Breast ultrasound identifies additional carcinomas not detected in
mammography but has a higher rate of false-positive findings. We evaluated whether use of …
mammography but has a higher rate of false-positive findings. We evaluated whether use of …
Breast cancer surgery: new issues
F Magnoni, S Alessandrini, L Alberti, A Polizzi, A Rotili… - Current …, 2021 - mdpi.com
Since ancient times, breast cancer treatment has crucially relied on surgeons and clinicians
making great efforts to find increasingly conservative approaches to cure the tumor. In the …
making great efforts to find increasingly conservative approaches to cure the tumor. In the …
[HTML][HTML] Machine learning to predict individual patient-reported outcomes at 2-year follow-up for women undergoing cancer-related mastectomy and breast …
Background Women undergoing cancer-related mastectomy and reconstruction are facing
multiple treatment choices where post-surgical satisfaction with breasts is a key outcome …
multiple treatment choices where post-surgical satisfaction with breasts is a key outcome …