External validation of the diffuse intrinsic pontine glioma survival prediction model: a collaborative report from the International DIPG Registry and the SIOPE DIPG Registry
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Neuro-Oncology"
DOI: 10.1007/s11060-017-2514-9
Abstract: We aimed to perform external validation of the recently developed survival prediction model for diffuse intrinsic pontine glioma (DIPG), and discuss its utility. The DIPG survival prediction model was developed in a cohort of patients… read more here.
Keywords: survival prediction; dipg registry; external validation; validation ... See more keywords
Large-Scale Analysis Reveals Gene Signature for Survival Prediction in Primary Glioblastoma
Sign Up to like & getrecommendations! Published in 2020 at "Molecular Neurobiology"
DOI: 10.1007/s12035-020-02088-w
Abstract: Glioblastoma multiforme (GBM) is the most aggressive and common primary central nervous system tumour. Despite extensive therapy, GBM patients usually have poor prognosis with a median survival of 12–15 months. Novel molecular biomarkers that can… read more here.
Keywords: analysis; survival prediction; gene signature; gene ... See more keywords
Real-time survival prediction in emergency situations with unbalanced cardiac patient data
Sign Up to like & getrecommendations! Published in 2019 at "Health and Technology"
DOI: 10.1007/s12553-019-00307-6
Abstract: Cardiac disease is a major cause of morbidity and mortality worldwide. Currently, most researchers focus on identifying risk factors and treatment of cardiac disease. There has been little research on real-time prediction of patient survival… read more here.
Keywords: real time; survival prediction; cardiac patient; prediction ... See more keywords
State-of-the-art techniques using pre-operative brain MRI scans for survival prediction of glioblastoma multiforme patients and future research directions
Sign Up to like & getrecommendations! Published in 2022 at "Clinical and Translational Imaging"
DOI: 10.1007/s40336-022-00487-8
Abstract: Glioblastoma multiforme (GBM) is a grade IV brain tumour with very low life expectancy. Physicians and oncologists urgently require automated techniques in clinics for brain tumour segmentation (BTS) and survival prediction (SP) of GBM patients… read more here.
Keywords: mri scans; survival prediction; glioblastoma multiforme; pre operative ... See more keywords
Evaluation of the BASIL Survival Prediction Model in Patients Undergoing Infrapopliteal Interventions for Critical Limb Ischemia.
Sign Up to like & getrecommendations! Published in 2019 at "Annals of vascular surgery"
DOI: 10.1016/j.avsg.2018.06.007
Abstract: BACKGROUND Survival prediction models are clinical tools that help professionals make the best treatment decisions. In the treatment of critical limb ischemia, several scoring methods have emerged; however, many are limited because they are not… read more here.
Keywords: limb; survival prediction; limb ischemia; critical limb ... See more keywords
Sub-region based radiomics analysis for survival prediction in oesophageal tumours treated by definitive concurrent chemoradiotherapy
Sign Up to like & getrecommendations! Published in 2019 at "EBioMedicine"
DOI: 10.1016/j.ebiom.2019.05.023
Abstract: Background Evaluating clinical outcome prior to concurrent chemoradiotherapy remains challenging for oesophageal squamous cell carcinoma (OSCC) as traditional prognostic markers are assessed at the completion of treatment. Herein, we investigated the potential of using sub-region… read more here.
Keywords: concurrent chemoradiotherapy; sub region; radiomics features; survival prediction ... See more keywords
Survival prediction and response to immune checkpoint inhibitors: A prognostic immune signature for hepatocellular carcinoma
Sign Up to like & getrecommendations! Published in 2020 at "Translational Oncology"
DOI: 10.1016/j.tranon.2020.100957
Abstract: Highlights • As is known to us, this is the first immune-gene-related signature of HCC which was validated in various ways.• This signature was linked to the mutation status, and we found the difference of… read more here.
Keywords: immune checkpoint; prediction response; survival prediction; response immune ... See more keywords
Long-term cancer survival prediction using multimodal deep learning
Sign Up to like & getrecommendations! Published in 2021 at "Scientific Reports"
DOI: 10.1038/s41598-021-92799-4
Abstract: The age of precision medicine demands powerful computational techniques to handle high-dimensional patient data. We present MultiSurv, a multimodal deep learning method for long-term pan-cancer survival prediction. MultiSurv uses dedicated submodels to establish feature representations… read more here.
Keywords: deep learning; multimodal deep; survival prediction; cancer ... See more keywords
A subregion-based survival prediction framework for GBM via multi-sequence MRI space optimization and clustering-based feature bundling and construction.
Sign Up to like & getrecommendations! Published in 2023 at "Physics in medicine and biology"
DOI: 10.1088/1361-6560/acd6d2
Abstract: Aiming at accurate survival prediction of Glioblastoma (GBM) patients following radiation therapy, we developed a subregion-based survival prediction framework via a novel feature construction method on multi-sequence MRIs. The proposed method consists of two main… read more here.
Keywords: subregion; prediction framework; prediction; survival prediction ... See more keywords
HFBSurv: hierarchical multimodal fusion with factorized bilinear models for cancer survival prediction
Sign Up to like & getrecommendations! Published in 2022 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btac113
Abstract: Abstract Motivation Cancer survival prediction can greatly assist clinicians in planning patient treatments and improving their life quality. Recent evidence suggests the fusion of multimodal data, such as genomic data and pathological images, is crucial… read more here.
Keywords: factorized bilinear; fusion; multimodal fusion; multimodal ... See more keywords
CAMR: cross-aligned multimodal representation learning for cancer survival prediction
Sign Up to like & getrecommendations! Published in 2023 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btad025
Abstract: Abstract Motivation Accurately predicting cancer survival is crucial for helping clinicians to plan appropriate treatments, which largely improves the life quality of cancer patients and spares the related medical costs. Recent advances in survival prediction… read more here.
Keywords: cancer survival; modality; survival prediction;