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PubPharm (45)
1
Image Encoded Time Series Classification of Small Datasets: An Innovative Architecture Using Deep Learning Ensembles
enthalten in:
ResearchSquare.com
| 2024
von
Indrasiri, P.
|
Kashyap, B.
|
Pathirana, P.
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2
Modified Recurrence Quantification Analysis for Objective Assessment of Cerebellar Ataxia
enthalten in:
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
| 2023
von
Ngo, T.
|
Abeysekara, L.
|
Pathirana, P.
| +6
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3
A Bayesian Network Approach for Friedreich Ataxia Severity Classification using Probability Modelling
enthalten in:
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
| 2023
von
Dissanayake, S.
|
Krishna, R.
|
Pathirana, P.
| +3
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4
A Study of Upper-Limb Motion using Kinematic Measures for Clinical Assessment of Cerebellar Ataxia
enthalten in:
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
| 2023
von
Abeysekara, L.
|
Kashyap, B.
|
Kolambahewage, C.
| +3
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5
A Multi-Activity Fusion Approach for Gender Recognition based on Human Activity
enthalten in:
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
| 2023
von
Koralege, H.
|
Ngo, T.
|
Pathirana, P.
| +1
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6
An Enhanced Classification Framework for Limited IoHT Time Series Data Using Ensemble Deep Learning and Image Encoding
enthalten in:
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
| 2023
von
Indrasiri, P.
|
Kashyap, B.
|
Pathirana, P.
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7
A Novel Feature from Instrumented Utensils for Clinical Assessment of Friedreich Ataxia
enthalten in:
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
| 2023
von
Abeysekara, L.
|
Kolambahewage, C.
|
Pathirana, P.
| +3
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8
Machine Learning-Based Scoring System to Predict the Risk and Severity of Ataxic Speech Using Different Speech Tasks
enthalten in:
IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society
| 2023
von
Kashyap, B.
|
Pathirana, P.
|
Horne, M.
| +2
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9
Blockchained Federated Learning for Privacy and Security Preservation : Practical Example of Diagnosing Cerebellar Ataxia
enthalten in:
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
| 2022
von
Ngo, T.
|
Nguyen, D.
|
Pathirana, P.
| +3
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10
Federated Deep Learning for the Diagnosis of Cerebellar Ataxia : Privacy Preservation and Auto-Crafted Feature Extractor
enthalten in:
IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society
| 2022
von
Ngo, T.
|
Nguyen, D.
|
Pathirana, P.
| +5
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Erscheinungsjahr: 2020-2029
Medienart
43
Aufsätze
42
E-Ressourcen
41
E-Artikel
2
Bücher
2
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1
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15
Annual International Conference of the IEEE Eng...
4
Annals of biomedical engineering
4
IEEE transactions on neural systems and rehabil...
2
IEEE access : practical innovations, open solut...
2
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2
Scientific reports
2
The cerebellum
2
arXiv.org
1
Cerebellum (London, England)
1
IEEE journal of biomedical and health informatics
1
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1
Journal of neuroEngineering and rehabilitation
1
Journal of neuroengineering and rehabilitation
1
Journal of wrist surgery
1
ResearchSquare.com
1
The Cerebellum
1
bioRxiv.org
1
techRxiv.org
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Thema
29
Journal Article
13
Research Support, Non-U.S. Gov't
4
Algorithm
4
Ataxia
4
Cepstrum
4
Cerebellum
4
Feature selection
4
Function
4
Measure
4
Mel-frequency cepstral coefficients (MFCCs)
4
Modified group delay (MGD)
4
Phase
4
Random Forests (RF)
4
Support vector machines (SVM)
2
610
2
Cerebellar ataxia
2
Computer simulation
2
Dysdiadochokinesia
2
Feed backward feature elimination
2
Finger chase
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Erscheinungszeitraum
2020-
1
2024
7
2023
3
2022
14
2021
20
2020
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45
Englisch
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