Leaderboards/Phonocardiography and Auscultation Techniques

Phonocardiography and Auscultation Techniques

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Lara Orlandic
École Polytechnique Fédérale de Lausanne
2
Goram Mufarah Alshmrani
Lancaster University
3
Adyasha Rath
Vivekananda Global University
4
Samiul Based Shuvo
Bangladesh University of Engineering and Technology
5
Matthew A. Reyna
Emory University
6
Jorge Oliveira
Universidade do Porto
7
Arka Roy
Indian Institute of Technology Patna
8
Kranthi Kumar Lella
Manipal Academy of Higher Education
9
V. Jahmunah
Ngee Ann Polytechnic
10
Mana Saleh Al Reshan
Najran University

Rising Stars Papers

1
A Novel Multi-Head Self-Organized Operational Neural Network Architecture for Chronic Obstructive Pulmonary Disease Detection Using Lung Sounds
IEEE/ACM Transactions on Audio Speech and Language Processing|2024
35 cit.
2
An Innovative Ensemble Deep Learning Clinical Decision Support System for Diabetes Prediction
IEEE Access|2024
27 cit.
3
Analyzing Public Sentiment on the Amazon Website: A GSK-Based Double Path Transformer Network Approach for Sentiment Analysis
IEEE Access|2024
19 cit.
4
Pulmo-TS2ONN: A Novel Triple Scale Self Operational Neural Network for Pulmonary Disorder Detection Using Respiratory Sounds
IEEE Transactions on Instrumentation and Measurement|2024
19 cit.
5
Artificial intelligence-based framework to identify the abnormalities in the COVID-19 disease and other common respiratory diseases from digital stethoscope data using deep CNN
Health Information Science and Systems|2024
17 cit.
6
Emerging trends on nanomaterial-based simultaneous electrochemical sensing of dopamine and acetaminophen
Results in Chemistry|2024
14 cit.
7
Detection of Forest Fire Using Modified LSTM Based Feature Extraction with Waterwheel Plant Optimisation Algorithm Based VAE-GAN Model
International Journal of Safety and Security Engineering|2024
11 cit.
8
Advanced breast cancer prediction using Deep Neural Networks integrated with ensemble models
Chemometrics and Intelligent Laboratory Systems|2025
9 cit.
9
RS-2-BP: A Unified Deep Learning Framework for Deriving EIT-Based Breathing Patterns From Respiratory Sounds
IEEE Signal Processing Letters|2024
8 cit.
10
Revolutionizing diabetic retinopathy detection using DB-SCA-UNet with Drop Block-Based Attention Model in deep learning for precise analysis of color retinal images
The European Physical Journal Special Topics|2024
7 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Muhammad Adam
Universitas Saburai
2
Eddie Ng Yin Kwee
Unknown
3
Hania Aftab
COMSATS University Islamabad
4
Rima Arnaout
University of California, San Francisco
5
Saad Bin Abul Kashem
University of Aberdeen
6
Huijie Fan
Shenyang Institute of Automation
7
Bryan Conroy
Philips (United States)
8
Nada M. Elshennawy
Tanta University
9
Jacob Creswell
Gavi
10
Saroj Kumar Pandey
GLA University

Emerging Leaders Papers

1
A deep learning architecture for multi-class lung diseases classification using chest X-ray (CXR) images
Alexandria Engineering Journal|2022
281 cit.
2
Edge U-Net: Brain tumor segmentation using MRI based on deep U-Net model with boundary information
Expert Systems with Applications|2022
189 cit.
3
Real-time infection prediction with wearable physiological monitoring and AI to aid military workforce readiness during COVID-19
Scientific Reports|2022
69 cit.
4
Deep-kidney: an effective deep learning framework for chronic kidney disease prediction
Health Information Science and Systems|2023
67 cit.
5
Detection of Arrhythmia Heartbeats from ECG Signal Using Wavelet Transform-Based CNN Model
International Journal of Computational Intelligence Systems|2023
65 cit.
6
Early prediction of chronic kidney disease based on ensemble of deep learning models and optimizers
Journal of Electrical Systems and Information Technology|2024
57 cit.
7
Automated epilepsy seizure detection from EEG signal based on hybrid CNN and LSTM model
Signal Image and Video Processing|2022
49 cit.
8
Skip Connection Aggregation Transformer for Occluded Person Reidentification
IEEE Transactions on Industrial Informatics|2023
41 cit.
9
Deep‐learning model for prenatal congenital heart disease screening generalizes to community setting and outperforms clinical detection
Ultrasound in Obstetrics and Gynecology|2023
39 cit.
10
QueryTrack: Joint-Modality Query Fusion Network for RGBT Tracking
IEEE Transactions on Image Processing|2024
32 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Richard B. Reilly
Trinity College Dublin
2
Gari D. Clifford
Emory University
3
Harry Levitt
Intelligent Hearing Systems (United States)
4
U. Rajendra Acharya
University of Southern Queensland
5
Paulo Gonçalvès
Institut national de recherche en sciences et technologies du numérique
6
Hamido Fujita
International Islamic University Malaysia
7
Tobias Schaeffter
Physikalisch-Technische Bundesanstalt
8
Ram Bilas Pachori
Indian Institute of Technology Indore
9
Goutam Saha
Indian Institute of Technology Kharagpur
10
Zahra Moussavi
University of Manitoba

Current Senior Leaders Papers

1
Transformed Up-Down Methods in Psychoacoustics
The Journal of the Acoustical Society of America|1971
5.5k cit.
2
Automated detection of COVID-19 cases using deep neural networks with X-ray images
Computers in Biology and Medicine|2020
2.7k cit.
3
Empirical Mode Decomposition as a Filter Bank
IEEE Signal Processing Letters|2004
2.6k cit.
4
Automatic Classification of Heartbeats Using ECG Morphology and Heartbeat Interval Features
IEEE Transactions on Biomedical Engineering|2004
1.7k cit.
5
Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals
Computers in Biology and Medicine|2017
1.6k cit.
6
A deep convolutional neural network model to classify heartbeats
Computers in Biology and Medicine|2017
1.4k cit.
7
On empirical mode decomposition and its algorithms
Unknown Journal|2003
1.3k cit.
8
SEQUENTIAL ESTIMATION OF POINTS ON A PSYCHOMETRIC FUNCTION
British Journal of Mathematical and Statistical Psychology|1965
1.2k cit.
9
PTB-XL, a large publicly available electrocardiography dataset
Scientific Data|2020
1.1k cit.
10
FASTER: Fully Automated Statistical Thresholding for EEG artifact Rejection
Journal of Neuroscience Methods|2010
1.1k cit.

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