Medical image segmentation review: The success of u-net

R Azad, EK Aghdam, A Rauland, Y Jia… - … on Pattern Analysis …, 2024 - ieeexplore.ieee.org
Automatic medical image segmentation is a crucial topic in the medical domain and
successively a critical counterpart in the computer-aided diagnosis paradigm. U-Net is the …

Advances in auto-segmentation

CE Cardenas, J Yang, BM Anderson, LE Court… - Seminars in radiation …, 2019 - Elsevier
Manual image segmentation is a time-consuming task routinely performed in radiotherapy to
identify each patient's targets and anatomical structures. The efficacy and safety of the …

[HTML][HTML] Clinically applicable segmentation of head and neck anatomy for radiotherapy: deep learning algorithm development and validation study

S Nikolov, S Blackwell, A Zverovitch, R Mendes… - Journal of medical …, 2021 - jmir.org
Background: Over half a million individuals are diagnosed with head and neck cancer each
year globally. Radiotherapy is an important curative treatment for this disease, but it requires …

Deep learning to achieve clinically applicable segmentation of head and neck anatomy for radiotherapy

S Nikolov, S Blackwell, A Zverovitch, R Mendes… - arXiv preprint arXiv …, 2018 - arxiv.org
Over half a million individuals are diagnosed with head and neck cancer each year
worldwide. Radiotherapy is an important curative treatment for this disease, but it requires …

Targeted intraoperative radiotherapy versus whole breast radiotherapy for breast cancer (TARGIT-A trial): an international, prospective, randomised, non-inferiority …

JS Vaidya, DJ Joseph, JS Tobias, M Bulsara, F Wenz… - The Lancet, 2010 - thelancet.com
Background After breast-conserving surgery, 90% of local recurrences occur within the
index quadrant despite the presence of multicentric cancers elsewhere in the breast. Thus …

The relationship between waiting time for radiotherapy and clinical outcomes: a systematic review of the literature

Z Chen, W King, R Pearcey, M Kerba… - Radiotherapy and …, 2008 - Elsevier
PURPOSE: To synthesize the direct clinical evidence relating waiting times (WTs) for
radiotherapy (RT) to the outcomes of RT. METHODS AND MATERIALS: We did a systematic …

[HTML][HTML] ESTRO-ACROP guideline: Interstitial multi-catheter breast brachytherapy as Accelerated Partial Breast Irradiation alone or as boost–GEC-ESTRO Breast …

V Strnad, T Major, C Polgar, M Lotter, JL Guinot… - Radiotherapy and …, 2018 - Elsevier
Purpose This consensus statement from the Breast Cancer Working Group of Groupe
Européen de Curiethérapie of European Society for Radiotherapy and Oncology (GEC …

DEGRO practical guideline for partial-breast irradiation

V Strnad, D Krug, F Sedlmayer, MD Piroth… - Strahlentherapie und …, 2020 - Springer
Purpose This consensus statement from the Breast Cancer Working Group of the German
Society for Radiation Oncology (DEGRO) aims to define practical guidelines for accelerated …

Intraoperative radiotherapy during breast conserving surgery: a study on 1,822 cases treated with electrons

U Veronesi, R Orecchia, A Luini, V Galimberti… - Breast cancer research …, 2010 - Springer
Intraoperative radiotherapy with electrons (ELIOT) after conservative surgery for breast
carcinoma was introduced at the IEO in 1999 as a research programme. The results on …

Organ at risk segmentation for head and neck cancer using stratified learning and neural architecture search

D Guo, D Jin, Z Zhu, TY Ho… - Proceedings of the …, 2020 - openaccess.thecvf.com
OAR segmentation is a critical step in radiotherapy of head and neck (H&N) cancer, where
inconsistencies across radiation oncologists and prohibitive labor costs motivate automated …