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Academic Journal

Artificial Intelligence-Based Voice Assessment of Patients with Parkinson's Disease Off and On Treatment: Machine vs. Deep-Learning Comparison.

  • Authors : Costantini G; Department of Electronic Engineering, University of Rome Tor Vergata, 00133 Rome, Italy.; Cesarini V

Subjects: Parkinson Disease*/Parkinson Disease*/Parkinson Disease*/diagnosis ; Parkinson Disease*/Parkinson Disease*/Parkinson Disease*/drug therapy ; Deep Learning*

  • Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2023 Feb 18; Vol. 23 (4). Date of Electronic Publication: 2023 Feb 18.Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220

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Academic Journal

Parkinson's disease diagnosis using recurrent neural network based deep learning model by analyzing online handwriting.

Subjects: PARKINSON'S disease; RECURRENT neural networks; DEEP learning

  • Source: Multimedia Tools & Applications; Jan2024, Vol. 83 Issue 4, p11687-11715, 29p

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Academic Journal

A coordinate attention enhanced swin transformer for handwriting recognition of Parkinson's disease.

Subjects: PARKINSON'S disease; MACHINE learning; GRAPHOLOGY

  • Source: IET Image Processing (Wiley-Blackwell); 7/20/2023, Vol. 17 Issue 9, p2686-2697, 12p

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Academic Journal

Comparison of CNN-Learned vs. Handcrafted Features for Detection of Parkinson's Disease Dysgraphia in a Multilingual Dataset.

Subjects: PARKINSON'S disease; AGRAPHIA; CONVOLUTIONAL neural networksCOLOMBIA; CZECH Republic; HUNGARY

  • Source: Frontiers in Neuroinformatics; 5/30/2022, Vol. 16, p1-18, 18p

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Academic Journal

From Online Handwriting to Synthetic Images for Alzheimer's Disease Detection Using a Deep Transfer Learning Approach.

Subjects: DEEP learning; ALZHEIMER'S disease; DECISION support systems

  • Source: IEEE Journal of Biomedical & Health Informatics; Dec2021, Vol. 25 Issue 12, p4243-4254, 12p

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Academic Journal

A HYBRID TWO–STAGE SQUEEZENET AND SUPPORT VECTOR MACHINE SYSTEM FOR PARKINSON’S DISEASE DETECTION BASED ON HANDWRITTEN SPIRAL PATTERNS.

Subjects: SUPPORT vector machines; CONVOLUTIONAL neural networks; PARKINSON'S disease

  • Source: International Journal of Applied Mathematics & Computer Science; 2021, Vol. 31 Issue 4, p549-561, 13p

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Academic Journal

Machine learning and deep learning for clinical data and PET/SPECT imaging in Parkinson's disease: a review.

Subjects: DEEP learning; COMPUTER-aided diagnosis; PARKINSON'S disease

  • Source: IET Image Processing (Wiley-Blackwell); 2020, Vol. 14 Issue 16, p4013-4026, 14p

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Academic Journal

Recent Deep Learning Techniques, Challenges and Its Applications for Medical Healthcare System: A Review.

Subjects: ARTIFICIAL neural networks; DEEP learning; RECURRENT neural networks

  • Source: Neural Processing Letters; Oct2019, Vol. 50 Issue 2, p1907-1935, 29p

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  • 1-8 of  8 results for ""Neurodegenerative Diseases diagnosis""