More is better: recent progress in multi-omics data integration methods

S Huang, K Chaudhary, LX Garmire - Frontiers in genetics, 2017 - frontiersin.org
Multi-omics data integration is one of the major challenges in the era of precision medicine.
Considerable work has been done with the advent of high-throughput studies, which have …

Cancer survival statistics for patients and healthcare professionals–a tutorial of real‐world data analysis

S Eloranta, KE Smedby, PW Dickman… - Journal of internal …, 2021 - Wiley Online Library
Monitoring survival of cancer patients using data collected by population‐based cancer
registries is an important component of cancer control. In this setting, patient survival is often …

Logistic regression has similar performance to optimised machine learning algorithms in a clinical setting: application to the discrimination between type 1 and type 2 …

AL Lynam, JM Dennis, KR Owen, RA Oram… - … and prognostic research, 2020 - Springer
Background There is much interest in the use of prognostic and diagnostic prediction
models in all areas of clinical medicine. The use of machine learning to improve prognostic …

Development and validation of multivariable clinical diagnostic models to identify type 1 diabetes requiring rapid insulin therapy in adults aged 18–50 years

A Lynam, T McDonald, A Hill, J Dennis, R Oram… - BMJ open, 2019 - bmjopen.bmj.com
Objective To develop and validate multivariable clinical diagnostic models to assist
distinguishing between type 1 and type 2 diabetes in adults aged 18–50. Design …

A novel online calculator to predict risk of microvascular invasion in the preoperative setting for hepatocellular carcinoma patients undergoing curative-intent surgery

Y Endo, L Alaimo, HA Lima, Z Moazzam, F Ratti… - Annals of surgical …, 2023 - Springer
Background The presence of microvascular invasion (MVI) has been highlighted as an
important determinant of hepatocellular carcinoma (HCC) prognosis. We sought to build and …

Providing clinicians and patients with actual prognosis: cancer in the context of competing causes of death

N Howlader, AB Mariotto, S Woloshin… - Journal of the …, 2014 - academic.oup.com
Background To isolate progress against cancer from changes in competing causes of death,
population cancer registries have traditionally reported cancer prognosis (net measures) …

Refining prognosis after trans‐arterial chemo‐embolization for hepatocellular carcinoma

A Cappelli, A Cucchetti, G Cabibbo… - Liver …, 2016 - Wiley Online Library
Abstract Background & Aims To develop an individual prognostic calculator for patients with
unresectable hepatocellular carcinoma (HCC) undergoing trans‐arterial chemo …

PROACT: iterative design of a patient-centered visualization for effective prostate cancer health risk communication

A Hakone, L Harrison, A Ottley… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Prostate cancer is the most common cancer among men in the US, and yet most cases
represent localized cancer for which the optimal treatment is unclear. Accumulating …

Prognostic disclosure in oncology-current communication models: a scoping review

JR Bloom, DC Marshall… - BMJ supportive & …, 2022 - spcare.bmj.com
Background Prognostic disclosure is essential to informed decision making in oncology, yet
many oncologists are unsure how to successfully facilitate this discussion. This scoping …

From Foucault to Freire through Facebook: toward an integrated theory of mHealth

S Bull, N Ezeanochie - Health Education & Behavior, 2016 - journals.sagepub.com
Objective. To document the integration of social science theory in literature on mHealth
(mobile health) and consider opportunities for integration of classic theory, health …