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A Comparison of Different Machine Learning Classifiers in Predicting Xerostomia and Sticky Saliva due to Head and Neck Radiotherapy using a Multi-objective, Multimodal Radiomics Model.
Biomed Phys Eng Express
January 2025
Radiation Oncology, Emory University, Emory Midtown Hospital, Atlanta, Georgia, 30322, UNITED STATES.
Although radiotherapy techniques are the primary treatment for head and neck cancer (HNC), they are still associated with substantial toxicity, and side effect. Machine learning (ML) based radiomics models for predicting toxicity mostly rely on features extracted from pre-treatment imaging data. This study aims to compare different models in predicting radiation-induced xerostomia and sticky saliva in both early and late stage of HNC patients using CT and MRI image features along with demographics and dosimetric information.
View Article and Find Full Text PDFThe impact of specialised gastroenterology services for pelvic radiation disease (PRD): Results from the prospective multi-centre EAGLE study.
PLoS One
January 2025
Marie Curie Research Centre, Division of Population Medicine, School of Medicine, Cardiff University, Cardiff, United Kingdom.
To undertake a mixed-methodology implementation study to improve the well-being of men with gastrointestinal late effects following radical radiotherapy for prostate cancer. All men completed a validated screening tool for late bowel effects (ALERT-B) and the Gastrointestinal Symptom Rating Score (GSRS); men with a positive score on ALERT-B were offered management following a peer reviewed algorithm for pelvic radiation disease (PRD). Health-related quality of life (HRQoL) at baseline, 6 and 12 months; and healthcare resource usage (HRU) and patient, support-giver, staff experience and acceptability of staff training (qualitative analysis) were assessed.
View Article and Find Full Text PDFCervical cancer stage distribution and survival outcomes in Africa: a systematic review and meta-analysis.
Int J Gynecol Cancer
January 2025
Department of Radiation Oncology, Hospital of The University of Pennsylvania, Philadelphia, PA, USA; Botswana-University of Pennsylvania Partnership, Princess Marina Hospital, Gaborone, Botswana. Electronic address:
Objective: Cervical cancer is a leading cause of cancer-related deaths among women, with a disproportionate burden in sub-Saharan Africa. Understanding the cervical cancer stage and outcomes is crucial for developing effective interventions and reducing its burden. We aimed to undertake a systematic review and meta-analysis of cervical cancer stage distribution and survival outcomes in Africa.
View Article and Find Full Text PDFRare malignant ovarian tumors: a review.
Jpn J Clin Oncol
January 2025
Department of Gynecology, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo 104-0045, Japan.
There are many histologic types of gynecologic malignancies. I reviewed three rare ovarian tumor types that have poor prognoses. Ovarian mesonephric-like adenocarcinoma (MLA) is a newly described histological type known for its aggressive behavior.
View Article and Find Full Text PDFObjectives: To evaluate the feasibility and safety of robotic-assisted salvage radical cystectomy (RA-SRC).
Materials And Methods: We retrospectively searched the prospectively collected surgical database of two highly experienced robotic urological surgeons for cases of RA-SRC, defined as RARC performed post-previous pelvic RT for palliative or oncologic treatment purposes. Collected data included demographic and clinical information and outcome measures including operative course, hospital stay and complications.
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