Dr. Nagaraju K

@iiitk.ac.in

Assistant Professor
Indian Institute of Information Technology Design and Manufacturing Kurnool

Dr. Nagaraju K


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https://researchid.co/knagaraju

EDUCATION

Ph.D in NIT Calicut

RESEARCH, TEACHING, or OTHER INTERESTS

Computer Engineering, Artificial Intelligence, Computer Science
1

Scopus Publications

74

Scholar Citations

5

Scholar h-index

4

Scholar i10-index

Scopus Publications

RECENT SCHOLAR PUBLICATIONS

  • A robust and efficient approach using Aggregated-FlexiNet for interpretable musculoskeletal radiograph classification
    G Thota, K Nagaraju, KS Babu, V Pulabaigari
    Pattern Recognition 172, 112703 , 2026
    2026
    Citations: 2
  • LowRank-CAM: A Computationally Efficient and Interpretable Framework for Medical Image Analysis (Student Abstract)
    G Thota, K Nagaraju, SB Korra
    Proceedings of the AAAI Conference on Artificial Intelligence 40 (48), 41409 … , 2026
    2026
  • LiteViT-CAM: A Lightweight and Intrinsically Explainable Framework for Realtime Clinical Video Analysis on Edge Devices
    G Thota, SB Korra, V Pulabaigari
    Proceedings of the IEEE/CVF Winter Conference on Applications of Computer … , 2026
    2026
  • Adaptive Binary Focal Loss: Enhancing Radiograph Image Classification With Balanced Specificity and Sensitivity
    G Thota, N Karinagappa, SB Korra
    International Journal of Imaging Systems and Technology 35 (6), e70238 , 2025
    2025
    Citations: 1
  • Pattern Recognition in Visual Data
    K Nagaraju, G Thota, KS Babu, A Perapatruni
    Innovative Computing 2025, Volume 4: Proceedings of IC 2025: Future Internet … , 2025
    2025
  • Coherent medical report generation from chest radiographs with weighted localized features
    CR Pakanati, G Thota, P Alupula, SB Korra
    2025 6th International Conference on Recent Advances in Information … , 2025
    2025
    Citations: 1
  • A novel CNN-Fourier-vision transformers framework for enhanced pattern recognition in visual data
    K Nagaraju, G Thota, KS Babu, A Perapatruni, K Janapati
    International Conference on Innovative Computing, 105-110 , 2025
    2025
    Citations: 2
  • Robust Musculoskeletal Abnormality Detection in Radiographs Using Triplet Loss Variants
    G Thota, K Nagaraju, SB Korra
    International Conference on Data Analytics and Cyber Security, 461-473 , 2024
    2024
  • Quantitative assessment of class activation maps: an empirical study on musculoskeletal disorders
    G Thota, K Nagaraju, SB Korra
    International Conference on Computer Vision and Image Processing, 338-352 , 2024
    2024
    Citations: 5
  • Svd-grad-cam: Singular value decomposition filtered gradient weighted class activation map
    G Thota, K Nagaraju, SB Korra
    International Conference on Pattern Recognition, 90-105 , 2024
    2024
    Citations: 6
  • Multi-Faceted User Modeling for Tailored Conversational Recommendations
    K Padma, K Nagaraju, KS Babu
    Multifaceted approaches for Data Acquisition, Processing & Communication … , 2024
    2024
  • Optimizing inference distribution for efficient kidney tumor segmentation using a unet-pwp deep-learning model with xai on ct scan images
    PK Rao, S Chatterjee, M Janardhan, K Nagaraju, SB Khan, A Almusharraf, ...
    Diagnostics 13 (20), 3244 , 2023
    2023
    Citations: 12
  • CDEIR: intelligent routing for efficient wireless sensor networks using BUG algorithm
    PS Prakash, K Nagaraju, AV Reddy, S Fathimabi, E Jangam, SB Khan, ...
    IEEe Access 11, 72895-72910 , 2023
    2023
    Citations: 11
  • Fusion of graph and tabular deep learning models for predicting chronic kidney disease
    PK Rao, S Chatterjee, K Nagaraju, SB Khan, A Almusharraf, AI Alharbi
    Diagnostics 13 (12), 1981 , 2023
    2023
    Citations: 24
  • A cellular automaton model to find the risk of developing autism through gut-mediated effects
    K Nagaraju, KS Sudeep, MP Kurhekar
    Computers in Biology and Medicine 110, 207-217 , 2019
    2019
    Citations: 10

MOST CITED SCHOLAR PUBLICATIONS

  • Fusion of graph and tabular deep learning models for predicting chronic kidney disease
    PK Rao, S Chatterjee, K Nagaraju, SB Khan, A Almusharraf, AI Alharbi
    Diagnostics 13 (12), 1981 , 2023
    2023
    Citations: 24
  • Optimizing inference distribution for efficient kidney tumor segmentation using a unet-pwp deep-learning model with xai on ct scan images
    PK Rao, S Chatterjee, M Janardhan, K Nagaraju, SB Khan, A Almusharraf, ...
    Diagnostics 13 (20), 3244 , 2023
    2023
    Citations: 12
  • CDEIR: intelligent routing for efficient wireless sensor networks using BUG algorithm
    PS Prakash, K Nagaraju, AV Reddy, S Fathimabi, E Jangam, SB Khan, ...
    IEEe Access 11, 72895-72910 , 2023
    2023
    Citations: 11
  • A cellular automaton model to find the risk of developing autism through gut-mediated effects
    K Nagaraju, KS Sudeep, MP Kurhekar
    Computers in Biology and Medicine 110, 207-217 , 2019
    2019
    Citations: 10
  • Svd-grad-cam: Singular value decomposition filtered gradient weighted class activation map
    G Thota, K Nagaraju, SB Korra
    International Conference on Pattern Recognition, 90-105 , 2024
    2024
    Citations: 6
  • Quantitative assessment of class activation maps: an empirical study on musculoskeletal disorders
    G Thota, K Nagaraju, SB Korra
    International Conference on Computer Vision and Image Processing, 338-352 , 2024
    2024
    Citations: 5
  • A robust and efficient approach using Aggregated-FlexiNet for interpretable musculoskeletal radiograph classification
    G Thota, K Nagaraju, KS Babu, V Pulabaigari
    Pattern Recognition 172, 112703 , 2026
    2026
    Citations: 2
  • A novel CNN-Fourier-vision transformers framework for enhanced pattern recognition in visual data
    K Nagaraju, G Thota, KS Babu, A Perapatruni, K Janapati
    International Conference on Innovative Computing, 105-110 , 2025
    2025
    Citations: 2
  • Adaptive Binary Focal Loss: Enhancing Radiograph Image Classification With Balanced Specificity and Sensitivity
    G Thota, N Karinagappa, SB Korra
    International Journal of Imaging Systems and Technology 35 (6), e70238 , 2025
    2025
    Citations: 1
  • Coherent medical report generation from chest radiographs with weighted localized features
    CR Pakanati, G Thota, P Alupula, SB Korra
    2025 6th International Conference on Recent Advances in Information … , 2025
    2025
    Citations: 1
  • LowRank-CAM: A Computationally Efficient and Interpretable Framework for Medical Image Analysis (Student Abstract)
    G Thota, K Nagaraju, SB Korra
    Proceedings of the AAAI Conference on Artificial Intelligence 40 (48), 41409 … , 2026
    2026
  • LiteViT-CAM: A Lightweight and Intrinsically Explainable Framework for Realtime Clinical Video Analysis on Edge Devices
    G Thota, SB Korra, V Pulabaigari
    Proceedings of the IEEE/CVF Winter Conference on Applications of Computer … , 2026
    2026
  • Pattern Recognition in Visual Data
    K Nagaraju, G Thota, KS Babu, A Perapatruni
    Innovative Computing 2025, Volume 4: Proceedings of IC 2025: Future Internet … , 2025
    2025
  • Robust Musculoskeletal Abnormality Detection in Radiographs Using Triplet Loss Variants
    G Thota, K Nagaraju, SB Korra
    International Conference on Data Analytics and Cyber Security, 461-473 , 2024
    2024
  • Multi-Faceted User Modeling for Tailored Conversational Recommendations
    K Padma, K Nagaraju, KS Babu
    Multifaceted approaches for Data Acquisition, Processing & Communication … , 2024
    2024