Muhammad Siddique

1.9k total citations · 2 hit papers
46 papers, 1.1k citations indexed

About

Muhammad Siddique is a scholar working on Control and Systems Engineering, Ocean Engineering and Mechanical Engineering. According to data from OpenAlex, Muhammad Siddique has authored 46 papers receiving a total of 1.1k indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Control and Systems Engineering, 10 papers in Ocean Engineering and 10 papers in Mechanical Engineering. Recurrent topics in Muhammad Siddique's work include Water Systems and Optimization (8 papers), Radiomics and Machine Learning in Medical Imaging (7 papers) and Machine Fault Diagnosis Techniques (7 papers). Muhammad Siddique is often cited by papers focused on Water Systems and Optimization (8 papers), Radiomics and Machine Learning in Medical Imaging (7 papers) and Machine Fault Diagnosis Techniques (7 papers). Muhammad Siddique collaborates with scholars based in South Korea, United Kingdom and United States. Muhammad Siddique's co-authors include Jong-Myon Kim, Gary Cook, Vicky Goh, Zahoor Ahmad, Sugama Chicklore, David Landau, Shahreen Ahmad, Paul Marsden, Connie Yip and Arunabha Roy and has published in prestigious journals such as Circulation, SHILAP Revista de lepidopterología and Scientific Reports.

In The Last Decade

Muhammad Siddique

42 papers receiving 1.1k citations

Hit Papers

Are Pretreatment 18F-FDG PET Tumor Textural Features in N... 2012 2026 2016 2021 2012 2025 100 200 300
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Are Pretreatment 18F-FDG PET Tumor Textural Features in Non–Small Cell Lung Cancer Associated with Response and Survival After Chemoradiotherapy?
    2012 329 citations Gary Cook, Muhammad Siddique et al. profile →
  2. A Hybrid Deep Learning Approach for Bearing Fault Diagnosis Using Continuous Wavelet Transform and Attention-Enhanced Spatiotemporal Feature Extraction
    2025 18 citations Muhammad Siddique, Muhammad Umar et al. Sensors profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Muhammad Siddique South Korea 17 584 261 154 129 118 46 1.1k
Xinglong Liu China 16 491 0.8× 231 0.9× 110 0.7× 42 0.3× 30 0.3× 36 964
Yuanshen Zhao China 13 424 0.7× 153 0.6× 179 1.2× 47 0.4× 127 1.1× 27 1.2k
Jian Zhou China 15 756 1.3× 117 0.4× 677 4.4× 15 0.1× 114 1.0× 108 1.3k
Xin Cao China 20 271 0.5× 94 0.4× 210 1.4× 67 0.5× 131 1.1× 97 1.1k
Yunpeng Wang China 16 197 0.3× 184 0.7× 126 0.8× 54 0.4× 23 0.2× 66 1.1k
Younhee Choi South Korea 16 233 0.4× 176 0.7× 160 1.0× 16 0.1× 75 0.6× 52 940
Dongqing Chen United States 19 84 0.1× 86 0.3× 96 0.6× 26 0.2× 54 0.5× 82 1.2k
Xinhua Jiang China 17 248 0.4× 62 0.2× 91 0.6× 39 0.3× 28 0.2× 142 910
José Baptista Portugal 16 290 0.5× 96 0.4× 66 0.4× 92 0.7× 87 0.7× 87 938
Min Shen China 19 121 0.2× 295 1.1× 125 0.8× 13 0.1× 169 1.4× 69 1.3k

Countries citing papers authored by Muhammad Siddique

Since Specialization
Citations

This map shows the geographic impact of Muhammad Siddique's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Muhammad Siddique with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Muhammad Siddique more than expected).

Fields of papers citing papers by Muhammad Siddique

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Muhammad Siddique. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Muhammad Siddique. The network helps show where Muhammad Siddique may publish in the future.

Co-authorship network of co-authors of Muhammad Siddique

This figure shows the co-authorship network connecting the top 25 collaborators of Muhammad Siddique. A scholar is included among the top collaborators of Muhammad Siddique based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Muhammad Siddique. Muhammad Siddique is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Siddique, Muhammad, et al.. (2025). A Hybrid Deep Learning Approach for Bearing Fault Diagnosis Using Continuous Wavelet Transform and Attention-Enhanced Spatiotemporal Feature Extraction. Sensors. 25(9). 2712–2712. 18 indexed citations breakdown →
2.
Islam, Nahina, et al.. (2025). Developments and Trends in Water Level Forecasting Using Machine Learning Models—A Review. IEEE Access. 13. 63048–63065. 2 indexed citations
3.
Ahmad, Zahoor, et al.. (2025). Acoustic Emission-Based Pipeline Leak Detection and Size Identification Using a Customized One-Dimensional DenseNet. Sensors. 25(4). 1112–1112. 13 indexed citations
4.
Umar, Muhammad, Muhammad Siddique, & Jong-Myon Kim. (2025). Burst-informed acoustic emission framework for explainable failure diagnosis in milling machines. Engineering Failure Analysis. 185. 110373–110373.
5.
Siddique, Muhammad, et al.. (2025). An intelligent intrusion detection system for cyber-physical systems using GAN-LSTM networks. Franklin Open. 11. 100281–100281.
6.
Ullah, Saif, et al.. (2025). Design of Double Integral Sliding Mode Controller for Energy Storage System of a Novel Multisource Hybrid Electric Vehicle. Transportation research procedia. 84. 551–558. 1 indexed citations
7.
Siddique, Muhammad, Muhammad Umar, Wasim Ahmad, & Jong-Myon Kim. (2025). Advanced fault diagnosis in milling cutting tools using vision transformers with semi-supervised learning and uncertainty quantification. Scientific Reports. 15(1). 42460–42460. 1 indexed citations
8.
Siddique, Muhammad, Muhammad Umar, Dongkoo Shon, et al.. (2024). Advanced Bearing-Fault Diagnosis and Classification Using Mel-Scalograms and FOX-Optimized ANN. Sensors. 24(22). 7303–7303. 19 indexed citations
9.
10.
Ullah, N., et al.. (2024). Pipeline Leak Detection System for a Smart City: Leveraging Acoustic Emission Sensing and Sequential Deep Learning. Smart Cities. 7(4). 2318–2338. 17 indexed citations
11.
12.
Siddique, Muhammad, et al.. (2024). Pipeline Leak Detection: A Comprehensive Deep Learning Model Using CWT Image Analysis and an Optimized DBN-GA-LSSVM Framework. Sensors. 24(12). 4009–4009. 20 indexed citations
13.
Siddique, Muhammad, et al.. (2023). Application of membrane technology in the treatment of waste liquid containing radioactive materials. Journal of Radioanalytical and Nuclear Chemistry. 332(11). 4363–4376. 14 indexed citations
14.
Siddique, Muhammad, et al.. (2023). Fabrication Challenges in Synthesizing Porous Ceramic Membrane to Effective Flue Gas Treatment. SHILAP Revista de lepidopterología. 14–23. 1 indexed citations
15.
Ahmad, Zahoor, et al.. (2023). Centrifugal Pump Fault Diagnosis Based on a Novel SobelEdge Scalogram and CNN. Sensors. 23(11). 5255–5255. 25 indexed citations
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17.
Oikonomou, Evangelos K., Alexios S. Antonopoulos, Pete Tomlins, et al.. (2021). Standardized measurement of coronary inflammation using cardiovascular computed tomography: integration in clinical care as a prognostic medical device. Cardiovascular Research. 117(13). 2677–2690. 69 indexed citations
18.
Owczarczyk, Kasia, Davide Prezzi, Matthew D. Cascino, et al.. (2019). MRI heterogeneity analysis for prediction of recurrence and disease free survival in anal cancer. Radiotherapy and Oncology. 134. 119–126. 10 indexed citations
19.
20.
Woolf, David, Sonia P. Li, Simone Detre, et al.. (2019). Assessment of the Spatial Heterogeneity of Breast Cancers: Associations Between Computed Tomography and Immunohistochemistry. SHILAP Revista de lepidopterología. 11. 1179299X19851513–1179299X19851513. 4 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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