A generic optimization and learning framework for Parkinson disease via speech and handwritten records

NR Yousif, HM Balaha, AY Haikal… - Journal of Ambient …, 2023 - Springer
Parkinson's disease (PD) is a neurodegenerative disorder with slow progression whose
symptoms can be identified at late stages. Early diagnosis and treatment of PD can help to …

Lung cancer detection by using probabilistic majority voting and optimization techniques

KM Sünnetci, A Alkan - International Journal of Imaging …, 2022 - Wiley Online Library
The number of people dying from lung cancer in the world is increasing day by day.
Therefore, early diagnosis of lung cancer holds a prominent position for the recovery of …

A supervised approach for corrective maintenance using spectral features from industrial sounds

L Gantert, M Sammarco, M Detyniecki… - 2021 IEEE 7th World …, 2021 - ieeexplore.ieee.org
The fourth industrial revolution makes extensive use of IoT, AI, and smart sensors for
improved automation, safety, production, and prognostics, and health management. In this …

Classification of Parkinson's disease using dynamic time warping

İ Kurt, S Ulukaya, O Erdem - 2019 27th Telecommunications …, 2019 - ieeexplore.ieee.org
Deteriorations in handwriting or in basic shape sketching are one of the most referenced
symptoms for early diagnosis of Parkinson's disease (PD). For this reason, the design of a …

Hybrid Voice Spectrogram-Chromogram Based Deep Learning (HVSC-DL) Model for the Detection of Parkinson's Disease

NB Hancı, İ Kurt, S Ulukaya, O Erdem… - 2024 Signal …, 2024 - ieeexplore.ieee.org
Parkinson's disease is one of the serious neurological disorders that restricts the life quality
of individuals significantly. The changes in sound signals contain important clues for …

Detection of Parkinson's Disease using Deep learning algorithms

ACJ Malar, SB Srivastava, SK Ravi… - E3S Web of …, 2024 - e3s-conferences.org
Parkinson's illness is an advancing genetic neurological chronic disease impacts people
mostly in old age but still might infect very few young people. This disease slowly eats up a …

Diagnosis of Parkinson's Disease with Acoustic Sounds by Rule Based Model

K Yıldırım, MK Uçar, F Bozkurt, MR Bozkurt - Trends in Data Engineering …, 2021 - Springer
Parkinson's disease causes disruption in many vital functions such as speech, walking,
sleeping, and movement, which are the basic functions of a human being. Early diagnosis is …

Makine öğrenmesi yöntemleri kullanılarak sesin müzikal öznitelikleri ile Parkinson hastalığının tespiti

İ Kurt - 2018 - acikbilim.yok.gov.tr
Parkinson hastalığı ülkemizde ve dünyada Alzheimer hastalığından sonra en yaygın
görülen, sinir sistemini etkileyen motor becerileri (yazma, denge, yutkunma, vb.), konuşma …

Ses Sinyallerinden Parkinson Hastalığının Teşhisi İçin Hibrit Makine Öğrenmesi Temelli Cinsiyete Bağlı Yeni Bir Yaklaşım

K Yıldırım - 2020 - acikerisim.sakarya.edu.tr
Parkinson hastalığı, insanın temel fonksiyonları olan konuşma, yürüme, uyku, hareket gibi
birçok hayati işlevlerde bozukluğa sebep olur. Bu hastalığın olumsuz etkilerinden kurtulmak …