Walaa Gouda

988 total citations · 1 hit paper
16 papers, 501 citations indexed

About

Walaa Gouda is a scholar working on Radiology, Nuclear Medicine and Imaging, Artificial Intelligence and Computer Vision and Pattern Recognition. According to data from OpenAlex, Walaa Gouda has authored 16 papers receiving a total of 501 indexed citations (citations by other indexed papers that have themselves been cited), including 7 papers in Radiology, Nuclear Medicine and Imaging, 6 papers in Artificial Intelligence and 5 papers in Computer Vision and Pattern Recognition. Recurrent topics in Walaa Gouda's work include Retinal Imaging and Analysis (5 papers), AI in cancer detection (5 papers) and Robotic Path Planning Algorithms (3 papers). Walaa Gouda is often cited by papers focused on Retinal Imaging and Analysis (5 papers), AI in cancer detection (5 papers) and Robotic Path Planning Algorithms (3 papers). Walaa Gouda collaborates with scholars based in Saudi Arabia, Egypt and Malaysia. Walaa Gouda's co-authors include Mamoona Humayun, N. Z. Jhanjhi, Ghadah Naif Alwakid, Najm Us Sama, Madallah Alruwaili, Walid Gomaa, Saad Alanazi, Maram Fahaad Almufareh and Tetsuji Ogawa and has published in prestigious journals such as IEEE Access, Sensors and Diagnostics.

In The Last Decade

Walaa Gouda

16 papers receiving 474 citations

Hit Papers

align trajectories

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.

Detection of Skin Cancer Based on Skin Lesion Images Using Deep Learning

2022 172 citations Walaa Gouda, Najm Us Sama et al. Healthcare profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Walaa Gouda Saudi Arabia	10	267	209	163	104	91	16	501
Hiam Alquran Jordan	15	358 1.3×	122 0.6×	257 1.6×	105 1.0×	131 1.4×	71	816
Isam Abu‐Qasmieh Jordan	13	226 0.8×	135 0.6×	178 1.1×	77 0.7×	79 0.9×	39	604
P. C. Siddalingaswamy India	12	223 0.8×	244 1.2×	216 1.3×	165 1.6×	72 0.8×	34	538
Ahmad Naeem Pakistan	13	388 1.5×	329 1.6×	193 1.2×	94 0.9×	152 1.7×	25	680
Muhammad Rashid Pakistan	11	282 1.1×	300 1.4×	126 0.8×	263 2.5×	80 0.9×	14	682
Vivek Kumar Singh United States	16	356 1.3×	96 0.5×	274 1.7×	225 2.2×	46 0.5×	45	688
Ghadah Naif Alwakid Saudi Arabia	10	164 0.6×	71 0.3×	71 0.4×	52 0.5×	33 0.4×	38	351
Ebrahim Nasr-Esfahani Iran	7	263 1.0×	292 1.4×	141 0.9×	154 1.5×	92 1.0×	10	527
Sertan Serte Cyprus	15	447 1.7×	106 0.5×	733 4.5×	263 2.5×	72 0.8×	36	1.0k
T. Shanthi India	7	108 0.4×	65 0.3×	202 1.2×	142 1.4×	22 0.2×	10	425

Countries citing papers authored by Walaa Gouda

Since Specialization

Citations

This map shows the geographic impact of Walaa Gouda'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 Walaa Gouda with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Walaa Gouda more than expected).

Fields of papers citing papers by Walaa Gouda

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Walaa Gouda. 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 Walaa Gouda. The network helps show where Walaa Gouda may publish in the future.

Co-authorship network of co-authors of Walaa Gouda

This figure shows the co-authorship network connecting the top 25 collaborators of Walaa Gouda. A scholar is included among the top collaborators of Walaa Gouda 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 Walaa Gouda. Walaa Gouda is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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16 of 16 papers shown

1.

Alwakid, Ghadah Naif, Mamoona Humayun, & Walaa Gouda. (2024). A Comparative Investigation of Transfer Learning Frameworks Using OCT Pictures for Retinal Disorder Identification. IEEE Access. 12. 138510–138518. 3 indexed citations

2.

Alwakid, Ghadah Naif, et al.. (2024). Improving Alzheimer’s Detection With Deep Learning and Image Processing Techniques. IEEE Access. 12. 153445–153456. 1 indexed citations

3.

Alwakid, Ghadah Naif, Walaa Gouda, & Mamoona Humayun. (2023). Deep Learning-Based Prediction of Diabetic Retinopathy Using CLAHE and ESRGAN for Enhancement. Healthcare. 11(6). 863–863. 50 indexed citations

4.

Alwakid, Ghadah Naif, Walaa Gouda, Mamoona Humayun, & N. Z. Jhanjhi. (2023). Diagnosing Melanomas in Dermoscopy Images Using Deep Learning. Diagnostics. 13(10). 1815–1815. 22 indexed citations

5.

Alwakid, Ghadah Naif, Walaa Gouda, Mamoona Humayun, & N. Z. Jhanjhi. (2023). Deep learning-enhanced diabetic retinopathy image classification. Digital Health. 9. 589838654–589838654. 15 indexed citations

6.

Alwakid, Ghadah Naif, Walaa Gouda, Mamoona Humayun, & N. Z. Jhanjhi. (2023). Enhancing diabetic retinopathy classification using deep learning. Digital Health. 9. 589847388–589847388. 2 indexed citations

7.

Alwakid, Ghadah Naif, Walaa Gouda, & Mamoona Humayun. (2023). Enhancement of Diabetic Retinopathy Prognostication Using Deep Learning, CLAHE, and ESRGAN. Diagnostics. 13(14). 2375–2375. 12 indexed citations

8.

Gouda, Walaa, et al.. (2022). Detection of Skin Cancer Based on Skin Lesion Images Using Deep Learning. Healthcare. 10(7). 1183–1183. 172 indexed citations breakdown →

9.

Gouda, Walaa, et al.. (2022). Unsupervised Outlier Detection in IOT Using Deep VAE. Sensors. 22(17). 6617–6617. 20 indexed citations

10.

Alwakid, Ghadah Naif, Walaa Gouda, Mamoona Humayun, & Najm Us Sama. (2022). Melanoma Detection Using Deep Learning-Based Classifications. Healthcare. 10(12). 2481–2481. 71 indexed citations

11.

Alruwaili, Madallah & Walaa Gouda. (2022). Automated Breast Cancer Detection Models Based on Transfer Learning. Sensors. 22(3). 876–876. 61 indexed citations

12.

Gouda, Walaa, et al.. (2022). Detection of COVID-19 Based on Chest X-rays Using Deep Learning. Healthcare. 10(2). 343–343. 50 indexed citations

13.

Gouda, Walaa, et al.. (2020). NAO Humanoid Robot Obstacle Avoidance Using Monocular Camera. Advances in Science Technology and Engineering Systems Journal. 5(1). 274–284. 2 indexed citations

14.

Gouda, Walaa & Walid Gomaa. (2014). NAO humanoid robot motion planning based on its own kinematics. 288–293. 3 indexed citations

15.

Gouda, Walaa & Walid Gomaa. (2014). Complex Motion Planning for NAO Humanoid Robot. 402–409. 7 indexed citations

16.

Gouda, Walaa, Walid Gomaa, & Tetsuji Ogawa. (2013). Vision based SLAM for humanoid robots: A survey. 170–175. 10 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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