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  • A universal framework for detecting cis-regulatory diversity in DNA regions 
    BISWAS, ANUSHUA; NARLIKAR, LEELAVATI (Cold Spring Harbor Laboratory Press, 2021-09)
    High-throughput sequencing-based assays measure different biochemical activities pertaining to gene regulation, genome-wide. These activities include transcription factor (TF)–DNA binding, enhancer activity, open chromatin, ...
  • Reducing Labelled Data Requirement for Pneumonia Segmentation Using Image Augmentations 
    SETH, JITESH; Lokwani, Rohit; Kulkarni, Viraj; Pant, Aniruddha; Kharat, Amit (Springer Nature, 2022-01)
    Home ICT Systems and Sustainability Conference paper Reducing Labelled Data Requirement for Pneumonia Segmentation Using Image Augmentations Jitesh Seth, Rohit Lokwani, Viraj Kulkarni, Aniruddha Pant & Amit Kharat ...
  • From Complexity to Simplicity and Back 
    APTE, AMIT (Indian Academy of Sciences, 2022-02)
    The Nobel Prize of 2021 highlighted the importance of understanding the complex dynamical processes that govern the evolution of Earth’s climate. Two of the Nobel laureates, Syukuro Manabe and Klaus Hasselmann pioneered ...
  • Object Detection in Indian Food Platters using Transfer Learning with YOLOv4 
    Pandey, Deepanshu; PARMAR, PURVA; Toshniwal, Gauri; Goel, Mansi; Agrawal, Vishesh; Dhiman, Shivangi; Gupta, Lavanya; Bagler, Ganesh (IEEE, 2022-05)
    Object detection is a well-known problem in computer vision. Despite this, its usage and pervasiveness in the traditional Indian food dishes has been limited. Particularly, recognizing Indian food dishes present in a single ...
  • Effects of equatorially-confined shear flow on MRG and Rossby waves 
    Raghav, Mukesh Singh; Jose, Sharath; APTE, AMIT; Govindarajan, Rama (Elsevier B.V., 2022-12)
    Linear modal stability analysis of a mean zonal shear flow is carried out in the framework of rotating shallow water equations (RSWE), both under the -plane approximation and in the full spherical coordinate system. Two ...
  • Transcription factors organize into functional groups on the linear genome and in 3D chromatin 
    Vadnala, Rakesh Netha; Hannenhalli, Sridhar; NARLIKAR, LEELAVATI; Siddharthan, Rahul (Elsevier B.V., 2023-08)
    Transcription factors (TFs) and their binding sites have evolved to interact cooperatively or competitively with each other. Here we examine in detail, across multiple cell lines, such cooperation or competition among TFs ...
  • Probing robustness of nonlinear filter stability numerically using Sinkhorn divergence 
    Mandal, Pinak; Roy, Shashank Kumar; APTE, AMIT (Elsevier B.V., 2023-09)
    Using the recently developed Sinkhorn algorithm for approximating the Wasserstein distance between probability distributions represented by Monte Carlo samples, we demonstrate exponential filter stability of two commonly ...
  • Prediction of postpartum prediabetes by machine learning methods in women with gestational diabetes mellitus 
    Parkhi, Durga; Periyathambi, Nishanthi; Ghebremichael-Weldeselassie, Yonas; Patel, Vinod; Sukumar, Nithya; Siddharthan, Rahul; NARLIKAR, LEELAVATI; Saravanan, Ponnusamy (Elsevier B.V., 2023-10)
    Early onset of type 2 diabetes and cardiovascular disease are common complications for women diagnosed with gestational diabetes. Prediabetes refers to a condition in which blood glucose levels are higher than normal, but ...

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