Research Explorer

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Researcher

Junqing Huang

Publications & Research Data

Awards & Distinctions

12 Results

2026

PointExplainer : towards transparent Parkinson’s disease diagnosis

Xuechao WangSven NõmmJunqing HuangKadri MedijainenAaro ToomelaMichael Ruzhansky

A1 Journal Article in INFORMATION FUSION

2025

Variational modeling and (semi)-sparsity generalizations for image analysis and processing : theory, optimization and applications

Junqing HuangMichael RuzhanskyHaihui Wang

2024

An efficient neural network for the diagnosis of Parkinson’s disease using dynamic handwriting analysis

Xuechao WangSven NõmmJunqing HuangMarianna ChatzakouMichael Ruzhansky

Comparison of one- two- and three-dimensional CNN models for drawing-test-based diagnostics of the Parkinson’s disease

Xuechao WangJunqing HuangMarianna ChatzakouSven NõmmElli VallaKadri MedijainenPille TabaAaro ToomelaMichael Ruzhansky

A1 Journal Article in BIOMEDICAL SIGNAL PROCESSING AND CONTROL

LSTM-CNN : an efficient diagnostic network for Parkinson's disease utilizing dynamic handwriting analysis

Xuechao WangJunqing HuangMarianna ChatzakouKadri MedijainenAaro ToomelaSven NommMichael Ruzhansky

A1 Journal Article in COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Performing particle image segmentation on an extremely small dataset

Marianna ChatzakouJunqing HuangBogdan ParakhonskiyMichael RuzhanskyAndre SkirtachJunnan SongXuechao Wang

Semi-sparsity for triangular mesh denoising

2023

A light-weight CNN model for efficient Parkinson's disease diagnostics

Xuechao WangJunqing HuangMarianna ChatzakouKadri MedijainenPille TabaAaro ToomelaSven NommMichael Ruzhansky

Intrinsic image transfer for illumination manipulation

Junqing HuangMichael RuzhanskyQianying ZhangHaihui Wang

A1 Journal Article in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Semi-sparsity for smoothing filters

Junqing HuangHaihui WangXuechao WangMichael Ruzhansky

A1 Journal Article in IEEE TRANSACTIONS ON IMAGE PROCESSING

2020

Using scanning electron microscopy and atomic force microscopy to study the formation of nanoparticles on red blood cell surface in cervical cancer patients

Sargylana MamaevaIrina KononovaMichael RuzhanskyPetr NikiforovNadezhda NikolaevаAlexandr PavlovNyurguyna FedorovaJunqing HuangMotrena SemenovaDaiaana Barashkova et al.

A2 Journal Article in INTERNATIONAL JOURNAL OF BIOMEDICINE

2019

Feature extraction for license plate location based on L0-norm smoothing

Junqing HuangMichael RuzhanskyHaoxiang FengLingfang ZhengXin HuangHaihui Wang

A2 Journal Article in OPEN COMPUTER SCIENCE