Published on in Vol 6, No 2 (2018): Apr-Jun

The Importance of Nonlinear Transformations Use in Medical Data Analysis

The Importance of Nonlinear Transformations Use in Medical Data Analysis

The Importance of Nonlinear Transformations Use in Medical Data Analysis

Journals

  1. Pandya S, Zeighami Y, Freeze B, Dadar M, Collins D, Dagher A, Raj A. Predictive model of spread of Parkinson's pathology using network diffusion. NeuroImage 2019;192:178 View
  2. Sunderaraman P, Maidan I, Kozlovski T, Apa Z, Mirelman A, Hausdorff J, Stern Y. Differential Associations Between Distinct Components of Cognitive Function and Mobility: Implications for Understanding Aging, Turning and Dual-Task Walking. Frontiers in Aging Neuroscience 2019;11 View
  3. Naqvi S, Roman A, Akram T, Alhaisoni M, Naeem M, Haider S, Chughtai O, Awais M. An Optimization Framework for Codes Classification and Performance Evaluation of RISC Microprocessors. Symmetry 2019;11(7):938 View
  4. Zysberg L, Band-Winterstein T, Doron I, Shulyaev K, Siegel E, Kornas-Biela D, Zisberg A. The health care aide position in nursing homes: A comparative survey of nurses’ and aides’ perceptions. International Journal of Nursing Studies 2019;94:98 View
  5. Ben-Zion Z, Zeevi Y, Keynan N, Admon R, Kozlovski T, Sharon H, Halpern P, Liberzon I, Shalev A, Benjamini Y, Hendler T. Multi-domain potential biomarkers for post-traumatic stress disorder (PTSD) severity in recent trauma survivors. Translational Psychiatry 2020;10(1) View
  6. Mitelpunkt A, Galili T, Kozlovski T, Bregman N, Shachar N, Markus-Kalish M, Benjamini Y. Novel Alzheimer’s disease subtypes identified using a data and knowledge driven strategy. Scientific Reports 2020;10(1) View
  7. Stewart B, Carrougher G, Curtis E, Schneider J, Ryan C, Amtmann D, Gibran N. Mortality prognostication scores do not predict long-term, health-related quality of life after burn: A burn model system national database study. Burns 2021;47(1):42 View
  8. Wang M, Lee C, Wang W, Yang Y, Yang C, Jiang Y. Early Warning of Infectious Diseases in Hospitals Based on Multi-Self-Regression Deep Neural Network. Journal of Healthcare Engineering 2022;2022:1 View
  9. Feng J, Zhang S, Chen L, Zuo C. Detection of Alzheimer’s disease using features of brain region-of-interest-based individual network constructed with the sMRI image. Computerized Medical Imaging and Graphics 2022;98:102057 View
  10. Zhang Y, Zeng H, Zhou H, Li J, Wang T, Guo Y, Cai L, Hu J, Zhang X, Chen G. Predicting the Outcome of Patients with Aneurysmal Subarachnoid Hemorrhage: A Machine-Learning-Guided Scorecard. Journal of Clinical Medicine 2023;12(22):7040 View
  11. McCloskey C, Hatton K, Furfaro D, Engoren M. Obesity Is Associated With Increased Mortality in Patients Undergoing Venoarterial Extracorporeal Membrane Oxygenation. Critical Care Medicine 2024 View

Books/Policy Documents

  1. Arslan Y, Lebichot B, Allix K, Veiber L, Lefebvre C, Boytsov A, Goujon A, Bissyandé T, Klein J. Machine Learning and Knowledge Extraction. View