Journals

  • Shiv Gehlot, Anubha Gupta, and Ritu Gupta, "A CNN-based Unified Framework Utilizing Projection Loss in Unison with Label Noise Handling for Multiple Myeloma Cancer Diagnosis," accepted, Medical Image Analysis, 2021. pdf
  • Shiv Gehlot, Anubha Gupta, and Ritu Gupta, "SDCT-AuxNet$^θ$: DCT Augmented Stain Deconvolutional CNN with Auxiliary Classifier for Cancer Diagnosis," Medical Image Analysis,Volume 61, 101661, 2020. pdf [Blurb and BibTeX][Preprint][Code]
  • Anubha Gupta, Rahul Duggal, Shiv Gehlot, Ritu Gupta, Anvit Mangal, Lalit Kumar, Nisarg Thakkar, and Devprakash Satpathy, "GCTI-SN: Geometry-Inspired Chemical and Tissue Invariant Stain Normalization of Microscopic Medical Images," Medical Image Analysis, Volume 65, 101788, 2020. pdf [Blurb and BibTeX][Code]

Conferences

  • Shiv Gehlot, Anubha Gupta, and Ritu Gupta, "EDNFC-NET: Convolutional Neural Network withNested Feature Concatenation for Nuclei-Instance Segmentation," ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing $(ICASSP)$, Barcelona, Spain, 2020, pp. 1389-1393, doi: 10.1109/ICASSP40776.2020.9053633.pdf [Blurb and BibTeX]
  • Shiv Gehlot, Akanksha Farswan, Anubha Gupta and Ritu Gupta, "CT-NNBI: Method To Impute Gene Expression Data Using DCT Based Sparsity and Nuclear Norm Constraint with Split Bregman Iteration," 2019 IEEE 16th International Symposium on Biomedical Imaging $(ISBI)$, Venice, Italy, 2019, pp. 1315-1318, doi: 10.1109/ISBI.2019.8759462.pdf

Book-Chapter

  • Anubha Gupta, Shiv Gehlot and Ritu Gupta, "Microscopy Cancer Cell Imaging In B-Lineage Acute Lymphoblastic Leukemia," State of the Art in Neural Networks and Their Applications Vol 2, In Press.

From Previous Life

  • Shiv Gehlot, John Deva Kumar, "The Image Segmentation Techniques," International Journal ofImage, Graphics and Signal Processing (IJIGSP), Vol.9, No.2, pp.9-18, 2017.
  • Shiv Gehlot, Harish Parthasarathy, Ravendra Singh, "Two-Dimensional Parameters Estimation," International Journal of Image, Graphics and Signal Processing (IJIGSP), Vol.8, No.9, pp.1-9, 2016.