Utility of radiomic zones for risk classification and clinical outcome predictions using supervised machine learning during simultaneous 11 C-choline PET/MRI acquisition in prostate cancer patients.
Sign Up to like & getrecommendations! Published in 2021 at "Medical physics"
DOI: 10.1002/mp.15064
Abstract: PURPOSE In most radiomic studies related to cancer research, the traditional tumor-centric view has predominated. In this retrospective study, we go beyond the single tumor region and investigate the utility of proposed radiomic zones for… read more here.
Keywords: radiomic zones; predictions using; machine learning; risk classification ... See more keywords
A risk classification model for prioritising the management of quality issues relating to substandard medicines in Singapore
Sign Up to like & getrecommendations! Published in 2022 at "Pharmacoepidemiology and Drug Safety"
DOI: 10.1002/pds.5434
Abstract: Monitoring for substandard medicines by regulatory agencies is a key post‐market surveillance activity. It is important to prioritise critical product defects for review to ensure that prompt risk mitigation actions are taken. read more here.
Keywords: risk classification; substandard; classification model; prioritising management ... See more keywords
Changing times: trends in risk classification, tumor upstaging, and positive surgical margins after radical prostatectomy - results from a contemporary National Cancer Database study
Sign Up to like & getrecommendations! Published in 2024 at "World Journal of Urology"
DOI: 10.1007/s00345-024-05262-0
Abstract: Recent advancements in screening, prostate MRI, robotic surgery, and active surveillance have influenced the profile of patients undergoing radical prostatectomy (RP). We sought to examine their impact on trends in clinicodemographic, risk classification, and adverse… read more here.
Keywords: risk classification; cancer database; risk; pathology ... See more keywords
Risk classification by pathological and biochemical prognostic factors determined by extensive exploration for metastatic hormone sensitive prostate cancer
Sign Up to like & getrecommendations! Published in 2025 at "World Journal of Urology"
DOI: 10.1007/s00345-025-05862-4
Abstract: To determine prognostic parameters, we extensively examined whether physical, biochemical, and histological factors were associated with clinical outcomes in metastatic hormone sensitive prostate cancer (mHSPC) patients. A total 822 mHSPC patients were retrospectively investigated and… read more here.
Keywords: classification; risk classification; metastatic hormone; risk ... See more keywords
When is utilitarian welfare higher under insurance risk pooling?
Sign Up to like & getrecommendations! Published in 2021 at "Insurance: Mathematics and Economics"
DOI: 10.1016/j.insmatheco.2021.08.006
Abstract: This paper focuses on the effects of bans on insurance risk classification on utilitarian social welfare. We consider two regimes: full risk classification, where insurers charge the actuarially fair premium for each risk, and pooling,… read more here.
Keywords: risk; welfare; risk pooling; risk classification ... See more keywords
Connected and autonomous vehicles: A cyber-risk classification framework
Sign Up to like & getrecommendations! Published in 2019 at "Transportation Research Part A: Policy and Practice"
DOI: 10.1016/j.tra.2018.06.033
Abstract: Abstract The proliferation of technologies embedded in connected and autonomous vehicles (CAVs) increases the potential of cyber-attacks. The communication systems between vehicles and infrastructure present remote attack access for malicious hackers to exploit system vulnerabilities.… read more here.
Keywords: risk; autonomous vehicles; model; cyber risk ... See more keywords
A Deep Multichannel Network Model for Driving Behavior Risk Classification
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2022.3201378
Abstract: Driving behavior risk classification is a crucial issue in transportation systems because the prediction of vehicle hazard levels in advance can effectively reduce the occurrence of unnecessary traffic accidents. This paper proposes a novel Deep… read more here.
Keywords: risk classification; network; driving behavior; classification ... See more keywords
Trends in risk classification at diagnosis and choice of primary therapy for prostate cancer: An analysis of 10 839 patients from the Nara Urological Research and Treatment Group registry between 2004 and 2015
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Urology"
DOI: 10.1111/iju.14666
Abstract: To evaluate trends in risk classification at diagnosis and choice of primary therapy in patients diagnosed with prostate cancer. read more here.
Keywords: choice primary; risk classification; classification diagnosis; trends risk ... See more keywords
A VNS-EDA Algorithm-Based Feature Selection for Credit Risk Classification
Sign Up to like & getrecommendations! Published in 2020 at "Mathematical Problems in Engineering"
DOI: 10.1155/2020/4515480
Abstract: Many quantitative credit scoring models have been developed for credit risk assessment. Irrelevant and redundant features may deteriorate the performance of credit risk classification. Feature selection with metaheuristic techniques can be applied to excavate the… read more here.
Keywords: feature selection; credit risk; credit; risk classification ... See more keywords
A Novel Prognostic Nomogram and Risk Classification System for Predicting Cancer-Specific Survival of Postoperative Fibrosarcoma Patients: A Large Cohort Retrospective Study
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DOI: 10.1155/2022/7831001
Abstract: Background Fibrosarcoma (FS) is a typically invasive sarcoma formed by fibroblasts and collagen fibers. Currently, the standard treatment for FS is the surgical resection, but the high recurrence rate and poor prognosis limit the benefits… read more here.
Keywords: risk classification; classification system; fibrosarcoma; pofs patients ... See more keywords
Prognostic Score and Cytogenetic Risk Classification for Chronic Lymphocytic Leukemia Patients: Center for International Blood and Marrow Transplant Research Report
Sign Up to like & getrecommendations! Published in 2019 at "Clinical Cancer Research"
DOI: 10.1158/1078-0432.ccr-18-3988
Abstract: Purpose: To develop a prognostic model and cytogenetic risk classification for previously treated patients with chronic lymphocytic leukemia (CLL) undergoing reduced intensity conditioning (RIC) allogeneic hematopoietic cell transplantation (HCT). Experimental Design: We performed a retrospective… read more here.
Keywords: blood; risk classification; risk; cytogenetic risk ... See more keywords