Input Doubling Method based on SVR with RBF kernel in Clinical Practice: Focus on Small Data

[1]  F. Berenbaum,et al.  Osteoarthritis Year in Review 2019: Epidemiology and Therapy. , 2020, Osteoarthritis and cartilage.

[2]  Nataliya Boyko,et al.  Fractal Distribution of Medical Data in Neural Network , 2019, IDDM.

[3]  Solomia Fedushko,et al.  Predicting Pupil’s Successfulness Factors Using Machine Learning Algorithms and Mathematical Modelling Methods , 2019, Advances in Computer Science for Engineering and Education II.

[4]  Volodymyr Melnykov,et al.  Using Big Data for Formalization the Patient’s Personalized Data , 2019, Procedia Computer Science.

[5]  Gopi Battineni,et al.  Machine learning in medicine: Performance calculation of dementia prediction by support vector machines (SVM) , 2019, Informatics in Medicine Unlocked.

[6]  Natasha A. Khovanova,et al.  Handling limited datasets with neural networks in medical applications: A small-data approach , 2017, Artif. Intell. Medicine.

[7]  M Viceconti,et al.  Structural parameters and mechanical strength of cancellous bone in the femoral head in osteoarthritis do not depend on age. , 2007, Bone.

[8]  Vitaliy Yakovyna,et al.  Recommendation Rules Mining for Reducing the Spread of COVID-19 Cases , 2020, IDDM.

[9]  Xueqi Zhai,et al.  SVR-DEA model of carbon tax pricing for China's thermal power industry. , 2020, The Science of the total environment.

[10]  S Zubchenko,et al.  ANALYSIS OF THE LEVEL OF CYTOKINES WITH ANTIVIRAL ACTIVITY IN PATIENTS WITH ALLERGOPATHOLOGY IN ACTIVE AND LATENT PHASES OF CHRONIC PERSISTENT EPSTEIN-BARR INFECTION. , 2019, Georgian medical news.

[11]  Chih-Jen Lin,et al.  LIBSVM: A library for support vector machines , 2011, TIST.

[12]  Lesia Dubchak,et al.  Fuzzy System For Breast Disease Diagnosing Based On Image Analysis , 2019, IDDM.

[13]  H. Qu,et al.  A New Kernel of Support Vector Regression for Forecasting High-Frequency Stock Returns , 2016 .

[14]  Natalie M. Golaszewski,et al.  Why we need a small data paradigm , 2019, BMC Medicine.