P. Saxena, Sanjay Kumar Singh, S. Saxena, S.K. Aggarwal, A.K. Singh, A. Kumar, V. Asha, "GR-HDUNET: GAN-Refined Hybrid Dense U-Net with Ensemble for Colorectal Cancer Classification", Array, 2025 https://doi.org/10.1016/j.array.2025.100531 [SCIE 4.5].

Pranshu Saxena, Sanjay Kumar Singh, Mamoon Rashid, Sultan S. Alshamrani (2025)"Advancing Neuroblastoma Diagnosis: A Comprehensive Review of Computational Technologies and Methodologies for Data Analysis and Pattern Extraction", Traitement du Signal, Vol. 42, No. 4, August, 2024, pp. 1955-1967, DOI: https://doi.org/10.18280/ts.420410  [SCIE 1]

Pranshu Saxena, Sanjay Kumar Singh, Mamoon Rashid, Sultan S. Alshamrani and Mrim M. Alnfiai, (2025), “Efficient deep learning model for classifying lung cancer images using normalized stain agnostic feature method and FastAI-2”, PeerJ Comput. Sci. 11:e2903 DOI: http://dx.doi.org/10.7717/peerj-cs.2903  [SCIE 2.7]

Pranshu Saxena, Amit Sinha , Sanjay Kumar Singh*, (2025), “Computer-assisted interpretation, in-depth exploration and single cell type annotation of RNA sequence data using k-means clustering algorithm” Computer Methods in Biomechanics and Biomedical Engineering, Vol 28, Issue 5, pp. 668-678, 2025.DOI: 10.1080/10255842.2023.2300685 [SCIE 1.6]

Sanjay Kumar Singh, Mamoon Rashid, Sultan S. Alshamrani, Mrim M. Alnfiai, Pranshu Saxena, Aditya Khamparia(2024)"Efficient Transfer Learning Approach for Acute Lymphoblastic Leukemia Diagnosis: Classification of Lymphocytes and Lymphoblastic Cells", Traitement du Signal, Vol. 41, No. 4, August, 2024, pp. 1749-1761, DOI: https://doi.org/10.18280/ts.410409 [SCIE 1.2]

Sanjay Kumar Singh, Amit Sinha, Harikesh Singh, Aniket Mahanti, Abhishek Patel, Shubham Mahajan, Amit Kant Pandit & Vijayakumar Varadarajan (2023) "A novel deep learning-based technique for detecting prostate cancer in MRI images", Multimedia Tools and Application, Vol 83, pp.14173–14187,  2024. Doi: https://doi.org/10.1007/s11042-023-15793-0 [SCIE 3.6] 

Pranshu Saxena,Anjali Goyal,Mariyam Aysha Bivi,Sanjay Kumar Singh and Mamoon Rashid (2023). "Segmentation of Nucleus and Cytoplasm from H&E-Stained Follicular Lymphoma", ELectronics,Switzerland, 12, no. 3: 651. https://doi.org/10.3390/electronics12030651 [ SCIE 2.69]

Perumalla Murali Mallikarjuna Rao, Sanjay Kumar Singh, Aditya Khamparia, BharatBhushan and Prajoy Podder, “Multi-class Breast Cancer Classification using Ensemble of Pretrained models and Transfer Learning”, Current Medical Imaging, United Arab Emirates,(2021) 17: 1. https://doi.org/10.2174/1573405617666210218101418. [SCIE 0.812]

Sanjay Kumar Singh, Anjali Goyal, (2020) “Three Stage Cervical Cancer Classifier based on Hybrid Ensemble Learning with Modified Binary PSO using Pretrained Neural Networks”, Imaging Science Journal,United Kingdom, Vol 68, Issue 1, pp 41-55, 2020. https://doi.org/10.1080/13682199.2020.1734306 [SCI 1.023]

Vikash Chouhan, Sanjay Kumar Singh, Aditya Khamparia, Deepak Gupta, Prayag Tiwari, Catarina Moreira, Robertas Damaševičius, Victor H.C. de Albuquerque (2020). "A Novel Transfer Learning Based Approach for Pneumonia Detection in Chest X-ray Images" Applied Science,Switzerland, 10, no. 2: 559. https://doi.org/10.3390/app10020559[ SCIE 2.474]

Pranshu Saxena, Vikas Tyagi, Mandeep Singh,Sanjay Kumar Singh, "Enhancing Dietary and Herbal Supplement Planning through mBioBERT: A Domain-Specific Approach to Personalized Medicine ", International Journal of Intelligent Information and Database Systems,2026, [Accepted]

Adamya Gaur, Sanjay Kumar Singh, Pranshu Saxena , "A statistical analysis of deepfake text on social-media using enhanced RoBERTa ", International Journal of Intelligent Information and Database Systems,2025, https://doi.org/10.1504/IJIIDS.2025.10074752. [In Press] 

Pranshu Saxena, Aatif Jamshed, Sandeep Saxena, Sanjay Kumar Singh, Sahil Kumar Aggarwal, "Bridging deep segmentation and metaverse visualization: Cellpose-based 3D brain tumor reconstruction from MRI", Metaverse, 2025, 6(3), 3727. https://doi.org/10.54517/m3727

P. Saxena, A. Sinha, and Sanjay Kumar Singh, “The outbreak of Corona Virus (2019-nCoV) in India: A Statistical case study”, J Integr Sci Technol, vol. 11, no. 4, p. 570, Jul. 2023. https://pubs.thesciencein.org/journal/index.php/jist/article/view/a570/399

Sanjay Kumar Singh, Anjali Goyal, “A Stack Autoencoders Based Deep Neural NetworkApproach for Cervical Cell Classification in Pap-smear Images ”, Recent Advances in Computer Science and Communications, Netherlands, Vol. 14, Issue 1, pp. 62-70, 2021. https://doi.org/10.2174/1389202920666190313163414.

Aditya Khamparia, Sanjay Kumar Singh and Ashish Kumar Luhach, “SVM-PCA based Handwritten Devanagari Digit Character Recognition”, Recent Advances in Computer Science and Communications, Netherland, Vol. 14, Issue 1, pp. 48-53, 2021. https://doi.org/10.2174/2213275912666181219092905.

Sanjay Kumar Singh, Anjali Goyal, “Performance Analysis of Machine Learning Algorithms for Cervical Cancer Detection”, International Journal of Healthcare Information Systems and Informatics,United States, SCOPUS, ESCI, 15(2):1-21, 2020. https://doi.org/10.4018/IJHISI.2020040101

Aditya Khamparia, Sanjay Kumar Singh, Ashish Kumar Luhach, Xiao-Zhi Gao, “Classification and Analysis of Users Review using Different Classification Techniques in Intelligent E-learning System” International Journal of Intelligent Information and Database Systems, United Kingdom, Vol.13, No.2-4, pp.139 – 149,2020, https://doi.org/10.1504/IJIIDS.2020.109451 

Meenakshi Sharma, Sanjay Kumar Singh, Prateek Agrawal,Vishu, “Classification of Uterine Cervical Cancer Histology Image using Active Contour Region based Segmentation”, International Journal of Control Theory and Applications, SCOPUS, Vol 9, No 45,pp. 31- 40,2016.https://serialsjournals.com/abstract/40339_cha--3----1137.pdf

Sanjay Kumar Singh, Meenakshi Sharma, Prateek Agrawal,Vishu Madan, Amita Dhiman, “ExPaR: A Fuzzy Rule Based Expert System for Palmistry”, International Journal of Control Theory and Applications, SCOPUS,Vol 9, Issue 11,pp. 5207-5214, 2016. 

Vishu Madaan, Prateek Agrawal, Nandini Sethi, Vikas Kumar, Sanjay Kumar Singh, “ANovel Approach to Paraphrase English Sentences using Natural Language Processing”, International Journal of Control Theory and Applications, SCOPUS, Vol 9, Issue 11,pp. 5119-5128,2016.

Prateek Agrawal, Vishu Madaan, Dimple Sethi, Naveen Kundu, Sanjay Kumar Singh, “XHuBIS: A fuzzy rule based human behaviour identification system based on body gestures”, Indian Journal of Science and Technology, SCOPUS, Vol 9, Issue 44,pp. 1-6, 2016. https://doi.org/10.17485/ijst/2016/v9i44/105147

Nandini Sethi, Prateek Agrawal, Vishu Madaan, Sanjay Kumar Singh, Anuj Kumar,“Automated Title Generation in English Language using NLP”, International Journal of Control Theory and Applications, SCOPUS, Vol 9, Issue 11,pp. 5159-5168, 2016.

Nandini Sethi, Prateek Agrawal, Vishu Madaan, Sanjay Kumar Singh, “ A Novel Approach to Paraphrase Hindi Sentences using Natural Language Processing”, Journal of Science and Technology, SCOPUS, Vol. 9, Issue 28, pp. 1-6, 2016, https://doi.org/10.17485/ijst/2016/v9i28/98374.

Meenakshi Sharma, Sanjay Kumar Singh, Prateek Agrawal, Vishu Madaan,“ Classification of Clinical Dataset of Cervical Cancer using KNN”, Journal of Science and Technology, SCOPUS, Vol. 9, Issue 28,pp.1-5, 2016. https://doi.org/10.17485/ijst/2016/v9i28/98380

Dimple Sethi, Prateek Agrawal, Vishu Madaan, Sanjay Kumar Singh, “ X-Gyno: Fuzzy Method based Medical Expert System for Gynecology”, Journal of Science and Technology, SCOPUS, Vol. 9, Issue 28, pp. 1-10. 2016. https://doi.org/10.17485/ijst/2016/v9i28/98387

Ranjit Kaur, Vishu Madaan ,Prateek Agrawal, Sanjay Kumar Singh, Amandeep Kaur,“ Fuzzy Expert System for Identifying the Physical Constituents of a Human Body”, Journal of Science and Technology, SCOPUS, Vol. 9, Issue 28, pp. 1-8, 2016. https://doi.org/10.17485/ijst/2016/v9i28/98390

Monica, Sanjay Kumar Singh, Prateek Agrawal, Vishu Madaan, “Breast Cancer Diagnosis using Digital Image Segmentation Techniques”, Indian Journal of Science and Technology, SCOPUS, Vol. 9, Issue 28, pp. 1-5, 2016. https://doi.org/10.17485/ijst/2016/v9i28/98391

Amandeep Kaur, Prateek Agrawal, Vishu Madaan, Ranjit Kaur, Sanjay Kumar Singh, “Fuzzy Rule based Expert System for Evaluating Defaulter Risk in Banking Sector”, Indian Journal of Science and Technology, SCOPUS, Vol. 9, Issue 28,pp. 1-6, 2016. https://doi.org/10.17485/ijst/2016/v9i28/98395

Karamjeet Kaur, Sanjay Kumar Singh, Anjali Goyal, “Computer-Aided Classification of Neuroblastoma Using Support Vector Machine”, International Journal of Applied Engineering Research (IJAER), SCOPUS, Vol 10, No 8,PP. 20451-20459, 2015.

Kirandeep Kaur, Sanjay Kumar Singh, Prateek Agrawal, Anjali Goyal, “Classification of Follicular Lymphoma Grades Using Support Vector Machine”, International Journal of Applied Engineering Research (IJAER), SCOPUS, Vol 10, No 8,PP. 20441-20449, 2015.

Prakhar Agrawal, Sanjay Kumar Singh, Divyanshu Yadav and Sanchit Grover, "Enhancing Retinopathy of Prematurity Diagnosis with Fine-Tuned MobileNetV2 and Multi-Layer Dense Networks Using TTA," 2025 3rd International Conference on Advances in Computation, Communication and Information Technology (ICAICCIT), Faridabad, India, 2025, pp. 824-829, doi: 10.1109/ICAICCIT68829.2025.11434330. 

Sanchit Grover, Sanjay Kumar Singh, Divyanshu Yadav and Prakar Agrawal, "Brain Tumour Detection Using DenseNet121: Exploring the Role of Data Augmentation and Test-Time Augmentation for Improved Accuracy," 2025 IEEE DELCON - International Conference on Recent Smart Technologies in Engineering for Sustainable Development, New Delhi, India, 2025, pp. 1-6, doi: 10.1109/DELCON68055.2025.11399974.

Abhay Bhatnagar, Sanjay Kumar Singh, Divyanshu Yadav and Pranshu Saxena, "AI-Driven Tuberculosis Detection in Chest Radiographs," 2025 2nd International Conference on Integration of Computational Intelligent System (ICICIS), Lohegaon, India, 2025, pp. 1-6, doi: 10.1109/ICICIS65613.2025.11371068. 

Divyanshu Yadav, Prakhar Agrawal, Sanchit Grover and Sanjay Kumar Singh, "Realworldengine: Agile Modular Framework Integrating Transformer-Based Sentiment Analysis for Real-Time Cryptocurrency Trading," 2025 IEEE International Conference on Advanced Computing Technologies (ICACT), Tirupati, India, 2025, pp. 160-165, doi: 10.1109/ICACT67549.2025.11351354. 

Nishkarsh Mittal, Abhay Bhatnagar, Sanjay Kumar Singh and Joy Bhatnagar, "Machine Learning Based Quant Trading Strategy on NIFTY 50 Index," 2025 IEEE International Conference on Advanced Computing Technologies (ICACT), Tirupati, India, 2025, pp. 202-207, doi: 10.1109/ICACT67549.2025.11351458. 

Divyanshu Yadav, Sanjay Kumar Singh, Abhay Bhatnagar and Pranshu Saxena, "Enhanced Skin Lesion Classification Using Augmented ISIC Data and Transfer Learning with DenseNet," 2025 IEEE International Conference on Advances in Computing Research On Science Engineering and Technology (ACROSET), INDORE, India, 2025, pp. 1-6, doi: 10.1109/ACROSET66531.2025.11281371.

Pranshu Saxena, Megha Sharma, Reenu Batra, Radhika Gupta, Mandeep Singh, Sanjay Kumar Singh, "XAI for Lymph Node Histopathology: From Explainability to Immersive Metaverse Applications", 2025 7th International Conference on Signal Processing, Computing and Control (ISPCC), IEEE, Solan, India, March 06-08, 2025. https://doi.org/10.1109/ISPCC66872.2025.11039319.

Yash Maini, Sanjay Kumar Singh, Pranshu Saxena, “Breast tumor classification with fine-tuned hyperparameter training using deep learning models”, 2025 AI-Driven Smart Healthcare for Society 5.0, IEEE, Kolkata, India, February 14-15, 2025 https://doi.org/10.1109/IEEECONF64992.2025.10963186

Ishan Malik, Sanjay Kumar Singh, Pranshu Saxena, “Truth in the Age of Misinformation: A Dual-Approach Model for Improved Fake News Detection”, 2024 International Conference on Artificial Intelligence and Emerging Technology (Global AI Summit), IEEE, Greater Noida, India,  September 4-6, 2024 https://doi.org/10.1109/GlobalAISummit62156.2024.10947778.

Yash Maini, Sanjay Kumar Singh, Pranshu Saxena, “Xception for Tomato Leaf Disease Detection: Hyperparameter Tuning and Fine-tuning Approaches”, 2024 IEEE International Conference on Artificial Intelligence and Quantum Computation-Based Sensor Applications (ICAIQSA), IEEE, Nagpur, India, December 20-21, 2024. https://doi.org/10.1109/ICAIQSA64000.2024.10882346

Adamya Gaur, Sanjay Kumar Singh, Pranshu Saxena , "Performance Analysis of Deepfake Text Detection Techniques on Social-media ",2024 International Conference on Distributed Computing and Optimization Techniques (ICDCOT) , 2024, PP. 1-6, doi: 10.1109/ICDCOT61034.2024.10515626  

Sanjay Kumar Singh,Amit Sinha, Satyendra Yadav, "Performance Analysis of Machine Learning Algorithms for Erythemato-Squamous Diseases Classification",2022 IEEE International Conference on Distributed Computing and Electrical Circuits and Electronics (ICDCECE), 2022, pp. 1-6, doi: 10.1109/ICDCECE53908.2022.9793000.

Pranshu Saxena, Sanjay Kumar Singh, Gyanendra Tiwary, Yush Mittal and Ishika Jain, "An Artificial Intelligence Technique for Covid-19 Detection with eXplainability using Lungs XRay Images," 2022 IEEE International Conference on Distributed Computing and Electrical Circuits and Electronics (ICDCECE), 2022, pp. 1-6, doi: 10.1109/ICDCECE53908.2022.9793240.

Peddamallu Jaya Prakash Reddy, Guntimadugu Viswanadh and Sanjay Kumar Singh, "IOT based Smart Water Pump Switch," 2021 2nd International Conference on Intelligent Engineering and Management (ICIEM), London, United Kingdom, 2021, pp. 534-538, doi: 10.1109/ICIEM51511.2021.9445278.

Shubham Kushwaha, Mohammad Adil, Mohammad Abuzar, Akib Nazeer and Sanjay Kumar Singh, "Deep learning-based model for breast cancer histopathology image classification," 2021 2nd International Conference on Intelligent Engineering and Management (ICIEM), London, United Kingdom, 2021, pp. 539-543, doi: 10.1109/ICIEM51511.2021.9445319.

Abhishek Patel, Sanjay Kumar Singh and Aditya Khamparia, “Detection of Prostate Cancer Using Deep Learning Framework”, IOP Conference Series: Materials Science and Engineering, Volume 1022, 1st International Conference on Computational Research and Data Analytics (ICCRDA 2020), 24th October 2020, Rajpura, India. https://doi.org/10.1088/1757-899X/1022/1/012073

Utkarsh Shrivastav, Sanjay Kumar Singh, Aditya Khamparia, “A Nobel Approach to Detect Edge in Digital Image Using Fuzzy Logic”, 1st International Conference on Sustainable Technologies for Computational Intelligence, Advances in Intelligent Systems and Computing, vol 1045, pp. 63-74, 2020, Springer, Singapore. https://doi.org/10.1007/978-981-15-0029-9_6

Rahul Kumar, Sanjay Kumar Singh, Aditya Khamparia, “Malaria Detection Using Custom Convolutional Neural Network Model on Blood Smear Slide Images”, International Conference on Advanced Informatics for Computing Research (ICAICR-2019), CCIS, Springer, Singapore, Vol 1075, pp 20-28, March 17-18, 2019. https://doi.org/10.1007/978-981-15-0108-1_3

Sanjay Kumar Singh, Rohit Singh and Anjali Goyal, “Semi-Automatic segmentation of overlapping cells in pap-smear images”, 4th international conference on computing sciences (Feynman-100), IEEE, India, pp. 161-165,Aug 30-31,2018. https://doi.org/10.1109/ICCS.2018.00034

Sanjay Kumar Singh, Anjali Goyal, “A Novel Approach to Segment Nucleus of Uterine Cervix Pap Smear Cells using Watershed Segmentation”, International Conference on Advanced Informatics for Computing Research (ICAICR-2017),CCIS, Springer, Singapore, Vol 712, pp 164-174, March 17-18, 2017. DOI https://doi.org/10.1007/978-981-10-5780-9_15

Parwinder Kaur, Prateek Agrawal, Sanjay Kumar Singh, Leena Jain, “Fuzzy rule based student’s performance analysis expert system”, International Conference on Issues and Challenges in Intelligent Computing Techniques (ICICT), IEEE, Ghaziabad, India, pp. 100-105, Feb 7-8, 2014. https://doi.org/10.1109/ICICICT.2014.6781259

Ahmad Salihu Ben-Musa, Sanjay Kumar Singh, Prateek Agrawal “Object Detection and Recognition in Cluttered Scene using Harris Corner Detection”, 2014 International Conference on Control, Instrumentation, Communication and Computational Technologies (ICCICCT), IEEE, Kanyakumari, India, PP. 181-184, July 10-11, 2014, https://doi.org/10.1109/ICCICCT.2014.6992953.

Ahmad Salihu Ben-Musa, Sanjay Kumar Singh, Prateek Agrawal “Suspicious Human Activity Recognition for Video Surveillance system”, International Conference on Control, Instrumentation, Communication and Computational Technologies (ICCICCT), IEEE, Kanyakumari, India, July 10-11, 2014, PP.214-218.

Vishu, Sanjay Kumar Singh, Prateek Agrawal, Karamjeet Kaur,Kirandeep kaur, “Sensor Based Radio Controlled Multi-utility Solar Vehicle to Facilitate Plough in Agriculture”, Emerging ICT for Bridging the Future - Proceedings of the 49th Annual Convention of the Computer Society of India CSI Volume 2, Springer,December 12-14,2014, pp 35-42. https://doi.org/10.1007/978-3-319-13731-5_5

Pranshu Saxena, Sanjay Kumar Singh, Prateek Agrawal, "A Heuristic Approach for Determining the Shape of Nuclei from H&E Stained Imagery", 2013 Student conference on engineering and system (SCES), IEEE, India, April 12-14, 2013, PP 1-6. https://doi.org/10.1109/SCES.2013.6547532

Vishu, Prateek Agrawal, Sanjay Kumar Singh, Leena Jain, "Fuzzy Rule Based Expert System to Automate University Examination Grading” International Conference on Computing Sciences (ICCS), Wilkes100, Elsevier, India, November 15-16, 2013, PP 612-621.

Nidhi Gumber, Prateek Agrawal, Sanjay Kumar Singh, Leena Jain, "Fuzzy rule based Expert System for Employee Appraisal based on UGC guidelines", International Conference on Computing Sciences (ICCS), Wilkes100, Elsevier, India, November 15-16,2013, PP 80-87.

Tiyasa Chakraborty, Sanjay Kumar Singh, Prateek Agrawal, Saruchi Kukkar “An Efficient ANN based Human-Machine Interaction through Voice Command Recognition using Bengali Language ” International Conference on Technical and Managerial Innovation in Computing and Communications in Industry and Academia(IEMCON),August 23-25,2013,PP 217-221.

Pranshu Saxena, Sanjay Kumar Singh, “Noble Approach for Texture Classification of H&E Stained Histopathological Image by Gaussian Wavelet”, 2012 12th Intelligent Systems Design and Applications (ISDA), IEEE, Kochi, India, November 27-29, 2012, PP 375 – 379. https://doi.org/10.1109/ISDA.2012.6416567

R. Ranjan, Sanjay Kumar Singh, Anupam Shukla, Ritu Tiwari, “Text-Dependent Multilingual Speaker Identification for Indian Languages using Artificial Neural Network”, International Conference on Emerging Trends in Engineering & Technology (ICETET), IEEE, India, pp.632-635,November 19-21, 2010. https://doi.org/10.1109/ICETET.2010.23

R. Kumar, Sanjay Kumar Singh, R. Ranjan, Anupam Shukla, “Multilingual Speaker Recognition using Neural Network”, Frontiers of research on speech and music, FRSM-2009, India, December 15-16, 2009.

Sanjay Kumar Singh, Rahul Arora, Anjali goyal, “Pap-smear image segmentation into nucleus and cytoplasm using multilevel image thresholding”, International Journal of Applied and Advanced Scientific Research (IJAASR), Vol 2, Issue 2, pp. 53-56, 2017

Rajvir Kaur, Sanjay Kumar Singh, “A review on development of object detection system for distortion images, International Journal of engineering research and applications, ISSN: 2248-9622, Vol. 4, Issue 3 (Version 1), PP. 702-706, March 2014.

Taranpreet Kaur, Sanjay Kumar Singh, “Enhance the driver drowsiness detection system using EDAMAS and Region Prop Techniques, International Journal of engineering research and applications, ISSN: 2248-9622, Vol. 4, Issue 3 (Version 1), PP. 707-711, March 2014.

Pranshu Saxena, Sanjay Kumar Singh, Prateek Agrawal, "Texture Classification of Biased Cytoplasmic Tissue Sample from Histopathological Imagery by Gabor Application", Journal of Network and Innovation Computing (JNIC), ISSN 2160-2174, Vol 1,Issue 1,PP 248-259, 2013.