Zobrazeno 1 - 10
of 12
pro vyhledávání: '"GBM, Gradient Boosting Machine"'
Autor:
M. Jishnu Sai, Pratiksha Chettri, Ranjit Panigrahi, Amik Garg, Akash Kumar Bhoi, Paolo Barsocchi
Publikováno v:
International Journal of Computational Intelligence Systems, Vol 16, Iss 1, Pp 1-20 (2023)
Abstract Machine learning helps construct predictive models in clinical data analysis, predicting stock prices, picture recognition, financial modelling, disease prediction, and diagnostics. This paper proposes machine learning ensemble algorithms to
Externí odkaz:
https://doaj.org/article/361ddcb59923415cb1c9d55f65e3dae9
Akademický článek
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Autor:
Matteo Zoli, Arianna Rustici, Federica Guaraldi, Sofia Asioli, Diego Mazzatenta, Ernesto Pasquini, Luca Regli, Victor E. Staartjes, Filippo Friso, Giacomo Sollini, Carlo Serra
OBJECTIVEMachine learning (ML) is an innovative method to analyze large and complex data sets. The aim of this study was to evaluate the use of ML to identify predictors of early postsurgical and long-term outcomes in patients treated for Cushing dis
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f5fa2f5efa93bf8cd0eab224c15f84b8
http://hdl.handle.net/11585/760951
http://hdl.handle.net/11585/760951
Publikováno v:
Translational Oncology
Translational Oncology, Vol 14, Iss 1, Pp 100896-(2021)
Translational Oncology, Vol 14, Iss 1, Pp 100896-(2021)
Our study aimed to explore the applicability of deep learning and machine learning techniques to distinguish MPE from BPE. We initially used a retrospective cohort with 726 PE patients to train and test the predictive performances of the driverless a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::63717b5c2164e768c9046333da78e291
https://doi.org/10.1016/j.tranon.2020.100896
https://doi.org/10.1016/j.tranon.2020.100896
Publikováno v:
Molecular & Cellular Proteomics : MCP
Untargeted mass spectrometry (MS)-based proteomics provides a powerful platform for protein biomarker discovery, but clinical translation depends on the selection of a small number of proteins for downstream verification and validation. Due to the sm
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6146c14429ebd43f90ebe2bacfa30ae2
https://doi.org/10.1016/j.mcpro.2021.100083
https://doi.org/10.1016/j.mcpro.2021.100083
Publikováno v:
Isakov, O, Wallis, D, Evans, D G & Ben-shachar, S 2018, ' Exhaustive non-synonymous variants functionality prediction enables high resolution characterization of the neurofibromin architecture ', EBioMedicine, vol. 36 . https://doi.org/10.1016/j.ebiom.2018.09.039
EBioMedicine
EBioMedicine
Background Neurofibromatosis type I (NF1) is caused by heterozygous loss-of-function variants in the NF1 gene encoding neurofibromin which serves as a tumor suppressor that inhibits RAS signaling and regulates cell proliferation and differentiation.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::82854d153e0aebf0fdf4276732ba418c
https://doi.org/10.1016/j.ebiom.2018.09.039
https://doi.org/10.1016/j.ebiom.2018.09.039
Autor:
Johnson PW; Department of Quantitative Health Sciences, Mayo Clinic, Jacksonville, FL., Kunze KL; Department of Quantitative Health Sciences, Mayo Clinic, Scottsdale, AZ., Senefeld JW; Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, MN., Sinclair JE; Department of Critical Care Medicine, Mayo Clinic, Jacksonville, FL., Isha S; Department of Critical Care Medicine, Mayo Clinic, Jacksonville, FL., Satashia PH; Department of Critical Care Medicine, Mayo Clinic, Jacksonville, FL., Bhakta S; Department of Critical Care Medicine, Mayo Clinic, Jacksonville, FL., Cowart JB; Division of Hospital Internal Medicine, Mayo Clinic, Jacksonville, FL., Bosch W; Division of Infectious Diseases, Mayo Clinic, Jacksonville, FL., O'Horo J; Division of Public Health, Infectious Diseases and Occupational Medicine, Mayo Clinic, Rochester, MN.; Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN., Shah SZ; Department of Transplantation, Mayo Clinic, Jacksonville, FL., Wadei HM; Department of Transplantation, Mayo Clinic, Jacksonville, FL., Edwards MA; Department of General Surgery, Mayo Clinic, Jacksonville, FL., Pollock BD; Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Jacksonville, FL., Edwards AJ; Department of Quantitative Health Sciences, Mayo Clinic, Jacksonville, FL., Scheitel-Tulledge S; Division of Community Internal Medicine, Geriatrics and Palliative Care, Mayo Clinic, Rochester, MN., Clune CG; Department of Primary Care Internal Medicine, Mayo Clinic, Rochester, MN., Hanson SN; Department of Family Medicine, Mayo Clinic Health Systems, Mankato, MN., Arndt R; Department of Pharmacy, Mayo Clinic Health System, Eau Claire, WI., Heyliger A; Department of Pharmacy, Mayo Clinic, Rochester, MN., Kudrna C; Department of Information Technology, Mayo Clinic, Rochester, MN., Bierle DM; Department of General Internal Medicine, Mayo Clinic, Rochester, MN., Buckmeier JR; Department of Information Technology, Mayo Clinic, Rochester, MN., Seville MTA; Division of Infectious Diseases, Mayo Clinic, Scottsdale, AZ., Orenstein R; Division of Infectious Diseases, Mayo Clinic Arizona, Phoenix, Arizona., Libertin C; Division of Infectious Diseases, Mayo Clinic, Jacksonville, FL., Ganesh R; Department of General Internal Medicine, Mayo Clinic, Rochester, MN., Franco PM; Department of Critical Care Medicine, Mayo Clinic, Jacksonville, FL.; Department of Transplantation, Mayo Clinic, Jacksonville, FL.; Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Jacksonville, FL., Razonable RR; Division of Public Health, Infectious Diseases and Occupational Medicine, Mayo Clinic, Rochester, MN., Carter RE; Department of Quantitative Health Sciences, Mayo Clinic, Jacksonville, FL., Sanghavi DK; Department of Critical Care Medicine, Mayo Clinic, Jacksonville, FL., Speicher LL; Division of General Internal Medicine, Mayo Clinic, Jacksonville, FL.
Publikováno v:
Mayo Clinic proceedings. Innovations, quality & outcomes [Mayo Clin Proc Innov Qual Outcomes] 2023 Apr; Vol. 7 (2), pp. 109-121. Date of Electronic Publication: 2023 Jan 11.
Autor:
Kumar S; Centre for Integrative Omics Data Science, Yenepoya (Deemed to be University), Mangalore 575018, India.; Centre for Systems Biology and Molecular Medicine, Yenepoya Research Centre, Yenepoya (Deemed to be University), Mangalore 575018, India., Balaya RDA; Centre for Integrative Omics Data Science, Yenepoya (Deemed to be University), Mangalore 575018, India., Kanekar S; Centre for Integrative Omics Data Science, Yenepoya (Deemed to be University), Mangalore 575018, India., Raju R; Centre for Integrative Omics Data Science, Yenepoya (Deemed to be University), Mangalore 575018, India.; Centre for Systems Biology and Molecular Medicine, Yenepoya Research Centre, Yenepoya (Deemed to be University), Mangalore 575018, India., Prasad TSK; Centre for Systems Biology and Molecular Medicine, Yenepoya Research Centre, Yenepoya (Deemed to be University), Mangalore 575018, India., Kandasamy RK; Centre of Molecular Inflammation Research (CEMIR), and Department of Clinical and Molecular Medicine (IKOM), Norwegian University of Science and Technology, 7491 Trondheim, Norway.; Department of Laboratory Medicine and Pathology, Center for Individualized Medicine, Mayo Clinic, Rochester, MN 55905, USA.
Publikováno v:
Computational and structural biotechnology journal [Comput Struct Biotechnol J] 2023 Mar 02; Vol. 21, pp. 1995-2008. Date of Electronic Publication: 2023 Mar 02 (Print Publication: 2023).
Autor:
Cortes MP; Division of Hospital Internal Medicine, Mayo Clinic, Jacksonville, FL., Schultz CS; Division of Hospital Internal Medicine, Mayo Clinic, Jacksonville, FL., Isha S; Department of Critical Care, Mayo Clinic, Jacksonville, FL., Sinclair JE; Department of Critical Care, Mayo Clinic, Jacksonville, FL., Bhakta S; Department of Critical Care, Mayo Clinic, Jacksonville, FL., Kunze KL; Department of Quantitative Health Sciences, Mayo Clinic, Scottsdale, AZ., Johnson PW; Department of Quantitative Health Sciences, Mayo Clinic, Jacksonville, FL., Cowart JB; Division of Hospital Internal Medicine, Mayo Clinic, Jacksonville, FL., Carter RE; Department of Quantitative Health Sciences, Mayo Clinic, Jacksonville, FL., Franco PM; Department of Critical Care, Mayo Clinic, Jacksonville, FL.; Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Jacksonville, FL.; Department of Transplantation, Mayo Clinic, Jacksonville, FL., Sanghavi DK; Department of Critical Care, Mayo Clinic, Jacksonville, FL., Roy A; Division of Hospital Internal Medicine, Mayo Clinic, Jacksonville, FL.
Publikováno v:
Mayo Clinic proceedings. Innovations, quality & outcomes [Mayo Clin Proc Innov Qual Outcomes] 2022 Oct; Vol. 6 (5), pp. 409-419. Date of Electronic Publication: 2022 Jul 07.
Autor:
Zoli M; 1Pituitary Unit, Center for the Diagnosis and Treatment of Hypothalamic-Pituitary Diseases, IRCCS Institute of Neurological Sciences of Bologna.; 2Department of Biomedical and Motor Sciences (DIBINEM), University of Bologna, Italy., Staartjes VE; 3Department of Neurosurgery, Clinical Neuroscience Center, University Hospital of Zurich, University of Zurich, Switzerland.; 4Neurosurgery, Amsterdam Movement Sciences, Amsterdam UMC, Vrije Universiteit Amsterdam, The Netherlands., Guaraldi F; 1Pituitary Unit, Center for the Diagnosis and Treatment of Hypothalamic-Pituitary Diseases, IRCCS Institute of Neurological Sciences of Bologna.; 2Department of Biomedical and Motor Sciences (DIBINEM), University of Bologna, Italy., Friso F; 1Pituitary Unit, Center for the Diagnosis and Treatment of Hypothalamic-Pituitary Diseases, IRCCS Institute of Neurological Sciences of Bologna., Rustici A; 5Department of Neuroradiology, IRCCS Istitute of Neurological Sciences of Bologna.; 6Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna., Asioli S; 1Pituitary Unit, Center for the Diagnosis and Treatment of Hypothalamic-Pituitary Diseases, IRCCS Institute of Neurological Sciences of Bologna.; 2Department of Biomedical and Motor Sciences (DIBINEM), University of Bologna, Italy.; 7Section of Anatomic Pathology 'M. Malpighi' at Bellaria Hospital, Bologna; and., Sollini G; 1Pituitary Unit, Center for the Diagnosis and Treatment of Hypothalamic-Pituitary Diseases, IRCCS Institute of Neurological Sciences of Bologna.; 8ENT Department, Bellaria Hospital, Bologna, Italy., Pasquini E; 1Pituitary Unit, Center for the Diagnosis and Treatment of Hypothalamic-Pituitary Diseases, IRCCS Institute of Neurological Sciences of Bologna.; 8ENT Department, Bellaria Hospital, Bologna, Italy., Regli L; 3Department of Neurosurgery, Clinical Neuroscience Center, University Hospital of Zurich, University of Zurich, Switzerland., Serra C; 3Department of Neurosurgery, Clinical Neuroscience Center, University Hospital of Zurich, University of Zurich, Switzerland., Mazzatenta D; 1Pituitary Unit, Center for the Diagnosis and Treatment of Hypothalamic-Pituitary Diseases, IRCCS Institute of Neurological Sciences of Bologna.; 2Department of Biomedical and Motor Sciences (DIBINEM), University of Bologna, Italy.
Publikováno v:
Neurosurgical focus [Neurosurg Focus] 2020 Jun; Vol. 48 (6), pp. E5.