[HTML][HTML] Strategies to develop radiomics and machine learning models for lung cancer stage and histology prediction using small data samples

L Ubaldi, V Valenti, RF Borgese, G Collura… - Physica Medica, 2021 - Elsevier
Predictive models based on radiomics and machine-learning (ML) need large and
annotated datasets for training, often difficult to collect. We designed an operative pipeline …

Predictors of Toxicity Among Older Adults with Cancer

M Extermann, IJ Chetty, SL Brown, M Al-Jumayli… - Seminars in radiation …, 2022 - Elsevier
An increasing number of cancer patients are of advanced age as the incidence of cancer
increases with age. In this article, the clinical predictors of toxicity that may help in treatment …

Stereotactic body radiotherapy for oligometastatic castration sensitive prostate cancer using 1.5 T MRI-Linac: Preliminary data on feasibility and acute patient-reported …

R Mazzola, F Cuccia, V Figlia, M Rigo, L Nicosia… - La radiologia …, 2021 - Springer
Objectives To report preliminary data on feasibility and patient-reported outcomes following
PSMA-PET/CT guided SBRT by means of 1.5 T MRI-Linac. Methods and materials Between …

A geriatric assessment intervention to reduce treatment toxicity among older adults with advanced lung cancer: a subgroup analysis from a cluster randomized …

CJ Presley, MR Mohamed, E Culakova… - Frontiers in …, 2022 - frontiersin.org
Introduction More older adults die from lung cancer worldwide than breast, prostate, and
colorectal cancers combined. Current lung cancer treatments may prolong life, but can also …

Feasibility and safety of 1.5 T MR-guided and daily adapted abdominal-pelvic SBRT for elderly cancer patients: geriatric assessment tools and preliminary patient …

R Mazzola, V Figlia, M Rigo, F Cuccia… - Journal of Cancer …, 2020 - Springer
Background We present preliminary data of the first older cancer patients treated with Hybrid
Linac for stereotactic body radiotherapy (SBRT) consisting of 1.5 T MRI-guided and daily …

Care Disparities Across the Health Care Continuum for Older Adults: Lessons From Multidisciplinary Perspectives.

KV Dharmarajan, CJ Presley, L Wyld - American Society of Clinical …, 2021 - europepmc.org
Older adults comprise a considerable proportion of patients with cancer in the world. Across
multiple cancer types, cancer treatment outcomes among older age groups are often inferior …

Recognizing frailty in radiation oncology clinical practice: current evidence and future directions

A Skelly, A O'Donovan - Seminars in Radiation Oncology, 2022 - Elsevier
The number of older adults presenting for radiation therapy is increasing, as many older
adults may be excluded from receipt of surgery and chemotherapy due to multimorbidity or …

Stereotactic body radiotherapy and immunotherapy for older patients with oligometastases: A proposed paradigm by the International Geriatric Radiotherapy Group

NP Nguyen, A Ali, V Vinh-Hung, O Gorobets, A Chi… - Cancers, 2022 - mdpi.com
Simple Summary Oligometastases carries a better prognosis. Even though standard
treatment for distant metastases is systemic therapy, those with oligometastases have a …

Combination of the G-8 screening tool and hand-grip strength to predict long-term overall survival in non-small cell lung cancer patients undergoing stereotactic body …

KK Bentsen, O Hansen, J Ryg, AKW Giger… - Cancers, 2021 - mdpi.com
Simple Summary As the world's population ages, the number of older patients diagnosed
with non-small cell lung cancer will increase, and more patients are expected to suffer from …

Quality of Decision Making in Radiation Oncology

SK Vinod, R Merie, S Harden - Clinical Oncology, 2024 - Elsevier
High-quality decision making in radiation oncology requires the careful consideration of
multiple factors. In addition to the evidence-based indications for curative or palliative …