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Artificial Intelligence Review|March 7, 2022
Modality specific U-Net variants for biomedical image segmentation: a surveyNarinder Singh Punn, Sonali AgarwalApplied Intelligence (Dordrecht, Netherlands)|November 12, 2021
Automated diagnosis of COVID-19 with limited posteroanterior chest X-ray images using fine-tuned deep neural networksNarinder Singh Punn, Sonali AgarwalNeural Processing Letters|March 21, 2022
CHS-Net: A Deep Learning Approach for Hierarchical Segmentation of COVID-19 via CT ImagesNarinder Singh Punn, Sonali AgarwalComputers in Biology and Medicine|July 23, 2025
KS-TMIL: A K-Stage Transformer approach with multiple instance learning model for ovarian cancer subtype classificationMarreddi Jayanth Sai, Narinder Singh PunnAbdominal Radiology (New York)|November 10, 2023
Liver fibrosis classification from ultrasound using machine learning: a systematic literature reviewNarinder Singh Punn, Bhavik Patel, Imon BanerjeeDiagnostics (Basel, Switzerland)|June 26, 2026
LTM-UNet: Linear Transformer-Mamba with Attention-Based U-Net for Context-Aware Breast Ultrasound Image SegmentationShivpratap Singh Kushwah, Santosh Prakash Chouhan, Narinder Singh Punn, et al.Big Data|December 1, 2021
A Shrewd Artificial Neural Network-Based Hybrid Model for Pervasive Stress Detection of Students Using Galvanic Skin Response and Electrocardiogram SignalsSadhana Tiwari, Sonali AgarwalChaos, Solitons, and Fractals|August 25, 2020
Target specific mining of COVID-19 scholarly articles using one-class approachSanjay Kumar Sonbhadra, Sonali Agarwal, P NagabhushanAnnals of African Medicine|February 21, 2026
Epstein-Barr Virus-positive Diffuse Large B-cell Lymphoma Presenting as Pyrexia of Unknown Origin Complicated by Paraneoplastic Neurological SyndromeGovind S Shiddapur, Yagnam Sai Hareeswar, Sonali AgarwalAnnals of African Medicine|December 31, 2025
Right Forearm Arteriovenous Malformation with Dual Osseous Remodeling: Hyperostosis and Erosion of Ulna and RadiusGovind S Shiddapur, Yagnam Sai Hareeswar, Sonali AgarwalPageof 2