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Showing results 1 to 23 of 23

A Deep Learning Algorithm for Classifying Diabetic Retinopathy Using Optical Coherence Tomography Angiography

Article
A Deep Learning Algorithm for Classifying Diabetic Retinopathy Using Optical Coherence Tomography Angiography
  • Ryu, Gahyung ; 
  • Lee, Kyungmin ; 
  • Park, Donggeun ; 
  • Kim, Inhye ; 
  • Park, Sang Hyun ; 
  • Sagong, Min
  • 2022-02
  • Ryu, Gahyung. (2022-02). A Deep Learning Algorithm for Classifying Diabetic Retinopathy Using Optical Coherence Tomography Angiography. Translational Vision Science & Technology, 11(2). doi: 10.1167/tvst.11.2.39
  • Association for Research in Vision and Ophthalmology
  • View : 349
  • Download : 68

A Framework to Automate Assessment of Upper-Limb Motor Function Impairment: A Feasibility Study

Article
A Framework to Automate Assessment of Upper-Limb Motor Function Impairment: A Feasibility Study
  • 2015-08
  • Otten, Paul. (2015-08). A Framework to Automate Assessment of Upper-Limb Motor Function Impairment: A Feasibility Study. Sensors, 15(8), 20097–20114. doi: 10.3390/s150820097
  • MDPI AG
  • View : 1706
  • Download : 680

An Energy-Efficient Algorithm for Classification of Fall Types Using a Wearable Sensor

Article
An Energy-Efficient Algorithm for Classification of Fall Types Using a Wearable Sensor
  • Kwon, Soon Bin ; 
  • Park, Jeong Ho ; 
  • Kwon, Chiheon ; 
  • Kong, Hyung Joong ; 
  • Hwang, Jae Youn ; 
  • Kim, Hee Chan
  • 2019-03
  • Kwon, Soon Bin. (2019-03). An Energy-Efficient Algorithm for Classification of Fall Types Using a Wearable Sensor. doi: 10.1109/ACCESS.2019.2902718
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 640
  • Download : 360
Article
Automated Stain-Free Holographic Image-Based Phenotypic Classification of Elliptical Cancer Cells
  • Jaferzadeh, Keyvan ; 
  • Son, Seungwoo ; 
  • Rehman, Abdur ; 
  • Park, Seonghwan ; 
  • Moon, Inkyu
  • 2023-01
  • Jaferzadeh, Keyvan. (2023-01). Automated Stain-Free Holographic Image-Based Phenotypic Classification of Elliptical Cancer Cells. Advanced Photonics Research, 4(1). doi: 10.1002/adpr.202200043
  • Wiley-VCH
  • View : 332
  • Download : 30
Article
Automated Synapse Detection Method for Cerebellar Connectomics
  • Park, C. ; 
  • Gim, J. ; 
  • Lee, S. ; 
  • Lee, K.J. ; 
  • Kim, J.S.
  • 2022-03
  • Park, C. (2022-03). Automated Synapse Detection Method for Cerebellar Connectomics. Frontiers in Neuroanatomy, 16. doi: 10.3389/fnana.2022.760279
  • Frontiers Media S.A.
  • View : 267
  • Download : 0

Automating the Fugl-Meyer Assessment with Supervised Machine Learning

Thesis
Automating the Fugl-Meyer Assessment with Supervised Machine Learning
  • Paul Otten
  • 2015
  • Paul Otten. (2015). Automating the Fugl-Meyer Assessment with Supervised Machine Learning. doi: 10.22677/thesis.1922800
  • DGIST
  • View : 679
  • Download : 234
Article
Balancing Computation Loads and Optimizing Input Vector Loading in LSTM Accelerators
  • Park, Junki ; 
  • Yi, Wooseok ; 
  • Ahn, Daehyun ; 
  • Kung, Jaeha ; 
  • Kim, Jae-Joon
  • 2020-09
  • Park, Junki. (2020-09). Balancing Computation Loads and Optimizing Input Vector Loading in LSTM Accelerators. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 39(9), 1889–1901. doi: 10.1109/TCAD.2019.2926482
  • Institute of Electrical and Electronics Engineers
  • View : 637
  • Download : 0
Article
Classification of the Confocal Microscopy Images of Colorectal Tumor and Inflammatory Colitis Mucosa Tissue Using Deep Learning
  • Jeong, Jaehoon ; 
  • Hong, Seung Taek ; 
  • Ullah, Ihsan ; 
  • Kim, Eun Sun ; 
  • Park, Sang Hyun
  • 2022-02
  • Jeong, Jaehoon. (2022-02). Classification of the Confocal Microscopy Images of Colorectal Tumor and Inflammatory Colitis Mucosa Tissue Using Deep Learning. Diagnostics, 12(2). doi: 10.3390/diagnostics12020288
  • MDPI AG
  • View : 309
  • Download : 0

Electrode Placement Optimization for Electrical Impedance Tomography Using Active Learning

Article
Electrode Placement Optimization for Electrical Impedance Tomography Using Active Learning
  • Lee, Junhyeong ; 
  • Park, Kyungseo ; 
  • Park, Kundo ; 
  • Kim, Yongtae ; 
  • Kim, Jung ; 
  • Ryu, Seunghwa
  • 2024-06
  • Lee, Junhyeong. (2024-06). Electrode Placement Optimization for Electrical Impedance Tomography Using Active Learning. Advanced Engineering Materials, 26(11). doi: 10.1002/adem.202301865
  • Wiley
  • View : 287
  • Download : 51
Article
EventHD: Robust and efficient hyperdimensional learning with neuromorphic sensor
  • Zou, Zhuowen ; 
  • Alimohamadi, Haleh ; 
  • Kim, Yeseong ; 
  • Najafi, M. Hassan ; 
  • Srinivasa, Narayan ; 
  • Imani, Mohsen
  • 2022-07
  • Zou, Zhuowen. (2022-07). EventHD: Robust and efficient hyperdimensional learning with neuromorphic sensor. Frontiers in Neuroscience, 16. doi: 10.3389/fnins.2022.858329
  • Frontiers Media S.A.
  • View : 258
  • Download : 26
Article
Identification of Novel Biomarkers in Huntington's Disease Based on Differential Gene Expression Meta-Analysis and Machine Learning Approach
  • Dash, Nayan ; 
  • Bashar, Abul ; 
  • Lee, Jeonghan ; 
  • Dash, Raju
  • 2025-07
  • Applied Sciences, v.15, no.15
  • MDPI
  • View : 3410
  • Download : 0
Article
Intelligent Olfactory System Utilizing In Situ Ceria Nanoparticle-Integrated Laser-Induced Graphene
  • 2025-05
  • ACS Nano, v.19, no.18, pp.17850 - 17862
  • American Chemical Society
  • View : 479
  • Download : 0
Article
Machine Learning to Identify Psychomotor Behaviors of Delirium for Patients in Long-Term Care Facility
  • Son, Chang-Sik ; 
  • Kang, Won-Seok ; 
  • Lee, Jong-Ha ; 
  • Moon, Kyoung ja
  • 2022-04
  • Son, Chang-Sik. (2022-04). Machine Learning to Identify Psychomotor Behaviors of Delirium for Patients in Long-Term Care Facility. IEEE Journal of Biomedical and Health Informatics, 26(4), 1802–1814. doi: 10.1109/jbhi.2021.3116967
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 705
  • Download : 0

Machine Learning-Based Plasma Metabolomics in Liraglutide-Treated Type 2 Diabetes Mellitus Patients and Diet-Induced Obese Mice

Article
Machine Learning-Based Plasma Metabolomics in Liraglutide-Treated Type 2 Diabetes Mellitus Patients and Diet-Induced Obese Mice
  • 2024-09
  • Park, Seokjae. (2024-09). Machine Learning-Based Plasma Metabolomics in Liraglutide-Treated Type 2 Diabetes Mellitus Patients and Diet-Induced Obese Mice. Metabolites, 14(9). doi: 10.3390/metabo14090483
  • MDPI
  • View : 251
  • Download : 60
Article
Machine Learning-Enabled Power Scheduling in IoT-Based Smart Cities
  • Awan, Nabeela ; 
  • Khan, Salman ; 
  • Rahmani, Mohammad Khalid Imam ; 
  • Tahir, Muhammad ; 
  • Alam, Nur ; 
  • Alturki, Ryan ; 
  • Ullah, Ihsan
  • 2021-02
  • Awan, Nabeela. (2021-02). Machine Learning-Enabled Power Scheduling in IoT-Based Smart Cities. doi: 10.32604/cmc.2021.014386
  • Tech Science Press
  • View : 637
  • Download : 0
Article
Machine Learning-Enhanced Skull-Universal Acoustic Hologram for Efficient Transcranial Ultrasound Neuromodulation Across Varied Rodent Skulls
  • Lee, Moon Hwan ; 
  • Lee, Kyungsu ; 
  • Yoo, Youngseung ; 
  • Cho, HyungJoon ; 
  • Chung, Euiheon ; 
  • Hwang, Jae Youn
  • 2025-01
  • Lee, Moon Hwan. (2025-01). Machine Learning-Enhanced Skull-Universal Acoustic Hologram for Efficient Transcranial Ultrasound Neuromodulation Across Varied Rodent Skulls. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 72(1), 127–140. doi: 10.1109/TUFFC.2024.3506913
  • Institute of Electrical and Electronics Engineers
  • View : 131
  • Download : 0

Machine-learning-based diabetes classification method using blood flow oscillations and Pearson correlation analysis of feature importance

Article
Machine-learning-based diabetes classification method using blood flow oscillations and Pearson correlation analysis of feature importance
  • Jung, Hanbeen ; 
  • Yeo, Chaebeom ; 
  • Jang, Eunsil ; 
  • Chang, Yeonhee ; 
  • Song, Cheol
  • 2024-12
  • Jung, Hanbeen. (2024-12). Machine-learning-based diabetes classification method using blood flow oscillations and Pearson correlation analysis of feature importance. Machine Learning: Science and Technology, 5(4). doi: 10.1088/2632-2153/ad861d
  • IOP Publishing
  • View : 148
  • Download : 27

Multi-proteomic analyses of 5xFAD mice reveal new molecular signatures of early-stage Alzheimer's disease

Article
Multi-proteomic analyses of 5xFAD mice reveal new molecular signatures of early-stage Alzheimer's disease
  • Lee, Seulah ; 
  • Jang, Kuk-In ; 
  • Lee, Hagyeong ; 
  • Jo, Yeon Suk ; 
  • Kwon, Dayoung ; 
  • Park, Geuna ; 
  • Bae, Sungwon ; 
  • Kwon, Yang Woo ; 
  • Jang, Jin-Hyeok ; 
  • Oh, Yong-Seok ; 
    • et al
  • 2024-06
  • Lee, Seulah. (2024-06). Multi-proteomic analyses of 5xFAD mice reveal new molecular signatures of early-stage Alzheimer's disease. Aging Cell, 23(6). doi: 10.1111/acel.14137
  • Wiley
  • View : 317
  • Download : 101
Article
OpenHD: A GPU-Powered Framework for Hyperdimensional Computing
  • Kang, Jaeyoung ; 
  • Khaleghi, Behnam ; 
  • Rosing, Tajana ; 
  • Kim, Yeseong
  • 2022-11
  • Kang, Jaeyoung. (2022-11). OpenHD: A GPU-Powered Framework for Hyperdimensional Computing. IEEE Transactions on Computers, 71(11), 2753–2765. doi: 10.1109/TC.2022.3179226
  • Institute of Electrical and Electronics Engineers
  • View : 241
  • Download : 0
Article
Recent Advances in Smart Tactile Sensory Systems with Brain-Inspired Neural Networks
  • Lee, Junho ; 
  • Kwak, Jee Young ; 
  • Keum, Kyobin ; 
  • Kim, Kang Sik ; 
  • Kim, Insoo ; 
  • Lee, Myoung-Jae ; 
  • Kim, Yong-Hoon ; 
  • Park, Sung Kyu
  • 2024-04
  • Lee, Junho. (2024-04). Recent Advances in Smart Tactile Sensory Systems with Brain-Inspired Neural Networks. Advanced Intelligent Systems, 6(4). doi: 10.1002/aisy.202300631
  • Wiley
  • View : 235
  • Download : 0

Resting-State Functional Connectivity in Mathematical Expertise

Article
Resting-State Functional Connectivity in Mathematical Expertise
  • Shim, Miseon ; 
  • Hwang, Han-Jeong ; 
  • Kuhl, Ulrike ; 
  • Jeon, Hyeon-Ae
  • 2021-04
  • Shim, Miseon. (2021-04). Resting-State Functional Connectivity in Mathematical Expertise. Brain Sciences, 11(4), 430. doi: 10.3390/brainsci11040430
  • MDPI AG
  • View : 629
  • Download : 175

Tactile Avatar: Tactile Sensing System Mimicking Human Tactile Cognition

Article
Tactile Avatar: Tactile Sensing System Mimicking Human Tactile Cognition
  • 2021-04
  • Kim, Kyungsoo. (2021-04). Tactile Avatar: Tactile Sensing System Mimicking Human Tactile Cognition. Advanced Science, 8(7), 2002362. doi: 10.1002/advs.202002362
  • John Wiley and Sons Inc
  • View : 736
  • Download : 81

Wearable electrochemical sensors for real-time monitoring in diabetes mellitus and associated complications

Article
Wearable electrochemical sensors for real-time monitoring in diabetes mellitus and associated complications
  • 2024-06
  • Jung, Han Hee. (2024-06). Wearable electrochemical sensors for real-time monitoring in diabetes mellitus and associated complications. Soft Science, 4(2). doi: 10.20517/ss.2024.02
  • OAE Publishing
  • View : 135
  • Download : 44
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