Publications: DR Vivek Singh

Ahmed B, Omer OA, Singh VK, Rashed A, Abdel-Nasser M ( 2024 ) . No-reference image quality assessment based on visual explanation images and deep transfer learning . Indonesian Journal of Electrical Engineering and Computer Science vol. 36 , ( 3 ) 1521 - 1531 .

Lee E-J, Singh VK, Kalafi EY, Guo P, Ozturk A, Pierce TT, Telfer BA, Samir AE et al. ( 2024 ) . Abdominal Ultrasound Similarity Analysis for Quantitative Longitudinal Liver Fibrosis Staging . Lecture Notes in Computer Science . vol. 15196 , 73 - 82 .

Singh VK, Makhlouf Y, Sarker MK, Craig S, Baena J, Greene C, Mason L, James JA et al. ( 2024 ) . KRASFormer: a fully vision transformer-based framework for predicting KRAS gene mutations in histopathological images of colorectal cancer . Biomedical Physics & Engineering Express vol. 10 , ( 5 )

Singh VK, Mohamed EM, Abdel-Nasser M ( 2024 ) . Correction: Aggregating efficient transformer and CNN networks using learnable fuzzy measure for breast tumor malignancy prediction in ultrasound images . Neural Computing and Applications vol. 36 , ( 11 ) 5907 - 5907 .

Singh VK, Mohamed EM, Abdel-Nasser M ( 2024 ) . Aggregating efficient transformer and CNN networks using learnable fuzzy measure for breast tumor malignancy prediction in ultrasound images . Neural Computing and Applications vol. 36 , ( 11 ) 5889 - 5905 .

Hassanien MA, Singh VK, Abdel-Nasser M, Puig D ( 2024 ) . Breast Tumor Classification Using Dynamic Ultrasound Sequence Pooling and Deep Transformer Features . International Journal of Advanced Computer Science and Applications vol. 15 , ( 10 )

Makhlouf Y, Singh VK, Craig S, McArdle A, French D, Loughrey MB, Oliver N, Acevedo JB et al. ( 2023 ) . True-T – Improving T-cell response quantification with holistic artificial intelligence based prediction in immunohistochemistry images . Computational and Structural Biotechnology Journal vol. 23 , 174 - 185 .

Sarker MK, Singh VK, Alsharid M, Hernandez-Cruz N, Papageorghiou AT, Noble JA ( 2023 ) . COMFormer: Classification of Maternal–Fetal and Brain Anatomy Using a Residual Cross-Covariance Attention Guided Transformer in Ultrasound . IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control vol. 70 , ( 11 ) 1417 - 1427 .

Hassan L, Saleh A, Singh VK, Puig D, Abdel-Nasser M ( 2023 ) . Detecting Breast Tumors in Tomosynthesis Images Utilizing Deep Learning-Based Dynamic Ensemble Approach . Computers vol. 12 , ( 11 )

Conze P-H, Andrade-Miranda G, Singh VK, Jaouen V, Visvikis D ( 2023 ) . Current and Emerging Trends in Medical Image Segmentation With Deep Learning . IEEE Transactions on Radiation and Plasma Medical Sciences vol. 7 , ( 6 ) 545 - 569 .

Sarker MK, Akram F, Alsharid M, Singh VK, Yasrab R, Elyan E ( 2022 ) . Efficient Breast Cancer Classification Network with Dual Squeeze and Excitation in Histopathological Images . Diagnostics vol. 13 , ( 1 )

Singh VK, Kalafi EY, Cheah E, Wang S, Wang J, Ozturk A, Li Q, Eldar YC et al. ( 2022 ) . HaTU-Net: Harmonic Attention Network for Automated Ovarian Ultrasound Quantification in Assisted Pregnancy . Diagnostics vol. 12 , ( 12 )

Abdel-Nasser M, Singh VK, Mohamed EM ( 2022 ) . Efficient Staining-Invariant Nuclei Segmentation Approach Using Self-Supervised Deep Contrastive Network . Diagnostics vol. 12 , ( 12 )

Singh VK, Kalafi EY, Wang S, Benjamin A, Asideu M, Kumar V, Samir AE ( 2022 ) . Prior wavelet knowledge for multi-modal medical image segmentation using a lightweight neural network with attention guided features . Expert Systems with Applications vol. 209 ,

Hassanien MA, Kumar Singh V, Puig D, Abdel-Nasser M . Transformer-Based Radiomics for Predicting Breast Tumor Malignancy Score in Ultrasonography . Frontiers in Artificial Intelligence and Applications .

Singh VK, Sarker MK, Makhlouf Y, Craig SG, Humphries MP, Loughrey MB, James JA, Salto-Tellez M et al. ( 2022 ) . ICOSeg: Real-Time ICOS Protein Expression Segmentation from Immunohistochemistry Slides Using a Lightweight Conv-Transformer Network . Cancers vol. 14 , ( 16 )

Wang S, Singh VK, Cheah E, Wang X, Li Q, Chou S-H, Lehman CD, Kumar V et al. ( 2022 ) . Stacked dilated convolutions and asymmetric architecture for U-Net-based medical image segmentation . Computers in Biology and Medicine vol. 148 ,

Hassanien MA, Singh VK, Puig D, Abdel-Nasser M ( 2022 ) . Predicting Breast Tumor Malignancy Using Deep ConvNeXt Radiomics and Quality-Based Score Pooling in Ultrasound Sequences . Diagnostics vol. 12 , ( 5 )

Asiedu MN, Benjamin AR, Singh VK, Wang S, Wu K, Samir AE, Kumar VS ( 2022 ) . A generative adversarial network for ultrasound signal enhancement by transforming low-voltage beamformed radio frequency data to high-voltage data . Progress in biomedical optics and imaging . Conference: Medical Imaging 2022: Ultrasonic Imaging and Tomography vol. 12038 ,

Singh VK, Kucukgoz B, Murphy DC, Xiong X, Steel DH, Obara B ( 2021 ) . Benchmarking automated detection of the retinal external limiting membrane in a 3D spectral domain optical coherence tomography image dataset of full thickness macular holes . Computers in Biology and Medicine vol. 140 ,

Sarker MK, Rashwan HA, Akram F, Singh VK, Banu SF, Chowdhury FUH, Choudhury KA, Chambon S et al. ( 2021 ) . SLSNet: Skin lesion segmentation using a lightweight generative adversarial network . Expert Systems with Applications vol. 183 ,

Singh VK, Abdel-Nasser M, Pandey N, Puig D ( 2021 ) . LungINFseg: Segmenting COVID-19 Infected Regions in Lung CT Images Based on a Receptive-Field-Aware Deep Learning Framework . Diagnostics vol. 11 , ( 2 )

Singh VK, Rashwan HA, Abdel-Nasser M, Akram F, Haffar R, Pandey N, Arenas M, Romani S et al. ( 2021 ) . A computer-aided diagnosis system for breast cancer molecular subtype prediction in mammographic images . State of the Art in Neural Networks and Their Applications: Volume 1 ,

Singh VK, Abdel-Nasser M, Akram F, Rashwan HA, Sarker MK, Pandey N, Romani S, Puig D ( 2020 ) . Breast tumor segmentation in ultrasound images using contextual-information-aware deep adversarial learning framework . Expert Systems with Applications vol. 162 ,

Saffari N, Rashwan HA, Abdel-Nasser M, Singh VK, Arenas M, Mangina E, Herrera B, Puig D ( 2020 ) . Fully Automated Breast Density Segmentation and Classification Using Deep Learning . Diagnostics vol. 10 , ( 11 )

Singh VK, Rashwan HA, Romani S, Akram F, Pandey N, Sarker MK, Saleh A, Arenas M et al. ( 2020 ) . Breast tumor segmentation and shape classification in mammograms using generative adversarial and convolutional neural network . Expert Systems with Applications vol. 139 ,

Singh VK, Abdel-Nasser M, Rashwan HA, Akram F, Pandey N, Lalande A, Presles B, Romani S et al. ( 2019 ) . FCA-Net: Adversarial Learning for Skin Lesion Segmentation Based on Multi-Scale Features and Factorized Channel Attention . IEEE Access vol. 7 , 130552 - 130565 .

Abdel-Nasser M, Moreno A, Abdelwahab MA, Saleh A, Abdulwahab S, Singh VK, Puig D ( 2019 ) . Matching Tumour Candidate Points in Multiple Mammographic Views for Breast Cancer Detection . Conference: 2019 International Conference on Innovative Trends in Computer Engineering (ITCE) vol. 00 , 202 - 207 .

Saleh A, Rashwan H, Abdel-Nasser M, Singh V, Abdulwahab S, Sarker M, Garcia M, Puig D ( 2019 ) . FinSeg: Finger Parts Semantic Segmentation using Multi-scale Feature Maps Aggregation of FCN . Conference: Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications77 - 84 .

Sarker Md. Mostafa Kamal, Banu Syeda Furruka, Rashwan Hatem A., Abdel-Nasser Mohamed, Singh Vivek Kumar, Chambon Sylvie, Radeva Petia, Puig Domenec ( 2019 ) . Food Places Classification in Egocentric Images Using Siamese Neural Networks . Frontiers in Artificial Intelligence and Applications .

Singh Vivek Kumar, Abdel-Nasser Mohamed, Rashwan Hatem A., Akram Farhan, Haffar Rami, Pandey Nidhi, Sarker Md. Mostafa Kamal, Kohan Sebastian et al. ( 2019 ) . Mass Detection in Mammograms Using a Robust Deep Learning Model . Frontiers in Artificial Intelligence and Applications .

Singh VK, Romani S, Rashwan HA, Akram F, Pandey N, Sarker MMK, Abdulwahab S, Torrents-Barrena J et al. ( 2018 ) . Conditional Generative Adversarial and Convolutional Networks for X-ray Breast Mass Segmentation and Shape Classification . Lecture Notes in Computer Science . vol. 11071 , 833 - 840 .

Sarker MMK, Rashwan HA, Akram F, Banu SF, Saleh A, Singh VK, Chowdhury FUH, Abdulwahab S et al. ( 2018 ) . SLSDeep: Skin Lesion Segmentation Based on Dilated Residual and Pyramid Pooling Networks . Lecture Notes in Computer Science . vol. 11071 , 21 - 29 .

Saleh A, Abdel-Nasser M, Sarker MK, Singh VK, Abdulwahab S, Saffari N, Garcia MA, Puig D ( 2018 ) . Deep Visual Embedding for Image Classification . Conference: 2018 International Conference on Innovative Trends in Computer Engineering (ITCE)31 - 35 .

Akram Farhan, Singh Vivek Kumar, Sarker Md. Mostafa Kamal, Garcia Miguel Angel, Puig Domenec ( 2018 ) . Brain MR Image Segmentation Using Multiphase Active Contours Based on Local and Global Fitted Images . Frontiers in Artificial Intelligence and Applications .

Sarker Md. Mostafa Kamal, Jabreel Mohammed, Rashwan Hatem A., Banu Syeda Furruka, Singh Vivek Kumar, Moreno Antonio, Radeva Petia, Puig Domenec ( 2018 ) . CuisineNet: Food Attributes Classification Using Multi-Scale Convolution Network . Frontiers in Artificial Intelligence and Applications .

Singh Vivek Kumar, Rashwan Hatem A., Akram Farhan, Pandey Nidhi, Sarker Md. Mostafa Kamal, Saleh Adel, Abdulwahab Saddam, Maaroof Najlaa et al. ( 2018 ) . Retinal Optic Disc Segmentation Using Conditional Generative Adversarial Network . Frontiers in Artificial Intelligence and Applications .

Singh Vivek Kumar, Romani Santiago, Torrents-Barrena Jordina, Akram Farhan, Pandey Nidhi, Sarker Md. Mostafa Kamal, Saleh Adel, Arenas Meritxell et al. ( 2017 ) . Classification of Breast Cancer Molecular Subtypes from Their Micro-Texture in Mammograms Using a VGGNet-Based Convolutional Neural Network . Frontiers in Artificial Intelligence and Applications .

Sarker Md. Mostafa Kamal, Leyva Maria, Saleh Adel, Singh Vivek Kumar, Akram Farhan, Radeva Petia, Puig Domenec ( 2017 ) . FoodPlaces: Learning Deep Features for Food Related Scene Understanding . Frontiers in Artificial Intelligence and Applications .

Akram Farhan, Garcia Miguel Angel, Singh Vivek Kumar, Saffari Nasibeh, Sarker Mostafa Kamal, Puig Domenec ( 2017 ) . Image Segmentation Using Active Contours Driven by Bias Fitted Image Robust to Intensity Inhomogeneity . Frontiers in Artificial Intelligence and Applications .