Early detection of Parkinson's disease using deep learning and machine learning

W Wang, J Lee, F Harrou, Y Sun - IEEE Access, 2020 - ieeexplore.ieee.org
learning framework for the early detection of PD. The general framework of the proposed
detection … We train the machine learning methods on the training data, and predict whether the …

Early detection of type 2 diabetes mellitus using machine learning-based prediction models

L Kopitar, P Kocbek, L Cilar, A Sheikh, G Stiglic - Scientific reports, 2020 - nature.com
machine learning-based approaches offered any advantages over standard regression
techniques in early … intervals and continuously compared machine learning-based prediction …

LiSep LSTM: a machine learning algorithm for early detection of septic shock

J Fagerström, M Bång, D Wilhelms, MS Chew - Scientific reports, 2019 - nature.com
… neural network designed for early identification of septic shock. … LiSep LSTM was developed
using the machine learning … -art machine learning algorithms for early detection of sepsis. …

Early detection of breast cancer using machine learning techniques

M Tahmooresi, A Afshar, BB Rad… - Journal of …, 2018 - jtec.utem.edu.my
… of several Machine Learning (ML) algorithms including Support Vector Machine (SVM), …
is to review the role of machine learning techniques in early detection of the breast cancer. …

Machine learning algorithm for early detection of end-stage renal disease

Z Segal, D Kalifa, K Radinsky, B Ehrenberg, G Elad… - BMC nephrology, 2020 - Springer
… The objective of the present study was to employ machine learning algorithms to develop a
prediction model for progression to ESRD based on a large-scale multidimensional database…

A novel machine learning approach for early detection of hepatocellular carcinoma patients

W Książek, M Abdar, UR Acharya, P Pławiak - Cognitive Systems Research, 2019 - Elsevier
… It has high impact on individual’s life and investigating it early can decline the number …
machine learning approach to detect HCC using 165 patients. Ten well-known machine learning

Early detection of sepsis with machine learning techniques: a brief clinical perspective

DR Giacobbe, A Signori, F Del Puente, S Mora… - Frontiers in …, 2021 - frontiersin.org
… relevant aspects concerning the use of machine learning predictive models for the … early
detection (ie, as early diagnostic tools), we will mainly focus on the ability of these tools to early

Artificial intelligence and machine learning algorithms for early detection of skin cancer in community and primary care settings: a systematic review

OT Jones, RN Matin, M Van der Schaar… - The Lancet Digital …, 2022 - thelancet.com
… We systematically reviewed studies on artificial intelligence and machine learning (AI/ML)
algorithms that aim to facilitate the early diagnosis of skin cancers, focusing on their …

Mining imaging and clinical data with machine learning approaches for the diagnosis and early detection of Parkinson's disease

J Zhang - npj Parkinson's Disease, 2022 - nature.com
… and in early PD detection. Due to the advantages of machine learning such as learning
complex data patterns and making inferences for individuals, machine-learning techniques …

Early detection of Parkinson's disease using machine learning

A Govindu, S Palwe - Procedia Computer Science, 2023 - Elsevier
… Following early detection, doctors can cater therapeutic … However, early identification
followed by right medication … This paper focuses on early detection through audio recordings of …