Search Results - "Rallabandi, V P Subramanyam"

Classification of benign and malignant subtypes of breast cancer histopathology imaging using hybrid CNN-LSTM based transfer learning by Srikantamurthy, Mahati Munikoti, Rallabandi, V P Subramanyam, Dudekula, Dawood Babu, Natarajan, Sathishkumar, Park, Junhyung

“…Grading of cancer histopathology slides requires more pathologists and expert clinicians as well as it is time consuming to look manually into whole-slide…”
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Screening of β1- and β2-Adrenergic Receptor Modulators through Advanced Pharmacoinformatics and Machine Learning Approaches by Islam, Md Ataul, Rallabandi, V P Subramanyam, Mohammed, Sameer, Srinivasan, Sridhar, Natarajan, Sathishkumar, Dudekula, Dawood Babu, Park, Junhyung

“…Cardiovascular diseases (CDs) are a major concern in the human race and one of the leading causes of death worldwide. β-Adrenergic receptors (β1-AR and β2-AR)…”
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Identification of Potential Cytochrome P450 3A5 Inhibitors: An Extensive Virtual Screening through Molecular Docking, Negative Image-Based Screening, Machine Learning and Molecular Dynamics Simulation Studies by Islam, Md Ataul, Dudekula, Dawood Babu, Rallabandi, V. P. Subramanyam, Srinivasan, Sridhar, Natarajan, Sathishkumar, Chung, Hoyong, Park, Junhyung

“…Cytochrome P450 3A5 (CYP3A5) is one of the crucial CYP family members and has already proven to be an important drug target for cardiovascular diseases. In the…”
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Aging alterations in whole-brain networks during adulthood mapped with the minimum spanning tree indices: The interplay of density, connectivity cost and life-time trajectory by Otte, Willem M., van Diessen, Eric, Paul, Subhadip, Ramaswamy, Rajiv, Subramanyam Rallabandi, V.P., Stam, Cornelis J., Roy, Prasun K.

“…The organizational network changes in the human brain across the lifespan have been mapped using functional and structural connectivity data. Brain network…”
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Identification of Novel Ribonucleotide Reductase Inhibitors for Therapeutic Application in Bile Tract Cancer: An Advanced Pharmacoinformatics Study by Islam, Md Ataul, Barshetty, Mayuri Makarand, Srinivasan, Sridhar, Dudekula, Dawood Babu, Rallabandi, V. P. Subramanyam, Mohammed, Sameer, Natarajan, Sathishkumar, Park, Junhyung

“…Biliary tract cancer (BTC) is constituted by a heterogeneous group of malignant tumors that may develop in the biliary tract, and it is the second most common…”
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Patterning of corpus callosum integrity in glioma observed by MRI: Effect of 2D bi-axial lamellar brain architecture by Pareek, Vikas, Paul, Subhadip, Rallabandi, V. P. Subramanyam, Roy, Prasun K.

“…Purpose Corpus callosum (CC) is a main channel histologically for glioma spreading, downgrading the prognosis, the infiltration occurring through cellular…”
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Systems Biology of Immunomodulation for Post-Stroke Neuroplasticity: Multimodal Implications of Pharmacotherapy and Neurorehabilitation by Alam, Mohammed Aftab, Subramanyam Rallabandi, V P, Roy, Prasun K

“…Recent studies indicate that anti-inflammatory drugs, act as a double-edged sword, not only exacerbating secondary brain injury but also contributing to…”
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Age-Related Differences in White Matter Integrity in Healthy Human Brain: Evidence from Structural MRI and Diffusion Tensor Imaging by Rathee, Rishu, Rallabandi, V.P. Subramanyam, Roy, Prasun K.

“…The aim is to investigate the relationship between microstructural white matter (WM) diffusivity indices and macrostructural WM volume (WMV) among healthy…”
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Rotation-invariant texture retrieval using wavelet-based hidden Markov trees by Rallabandi, Venkateswara Rao, Subramanyam Rallabandi, V.P.

“…In this paper, we present a novel approach for rotation-invariant texture retrieval using multistated wavelet-based hidden Markov trees (MWHMT). We propose a…”
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Classification of cognitively normal controls, mild cognitive impairment and Alzheimer’s disease using transfer learning approach by Subramanyam Rallabandi, V.P., Seetharaman, K.

“…•Imbalanced class samples using machine learning model accuracy is biased to majority sample class.•Build transfer learning model using balanced random forest…”
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Modified patchwork-based watermarking scheme for satellite imagery by Purna Kumari, B., Subramanyam Rallabandi, V.P.

“…As a major global satellite data provider, National Remote Sensing Agency, Department of Space, Government of India, needs to protect copyright associated with…”
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A patient-specific therapeutic approach for tumour cell population extinction and drug toxicity reduction using control systems-based dose-profile design by Kapoor, Suhela, Rallabandi, V P Subramanyam, Sakode, Chandrashekhar, Padhi, Radhakant, Roy, Prasun K

“…When anti-tumour therapy is administered to a tumour-host environment, an asymptotic tapering extremity of the tumour cell distribution is noticed. This…”
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Magnetic resonance image enhancement using stochastic resonance in Fourier domain by Rallabandi, V.P. Subramanyam, Roy, Prasun Kumar

“…Abstract Objective In general, low-field MRI scanners such as the 0.5- and 1-T ones produce images that are poor in quality. The motivation of this study was…”
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A Correlational Study between Microstructural White Matter Properties and Macrostructural Gray Matter Volume Across Normal Ageing: Conjoint DTI and VBM Analysis by Pareek, Vikas, Rallabandi, Vp Subramanyam, Roy, Prasun K

“…We investigate the relationship between Gray matter's volume vis-a-vis White matter's integrity indices, such Axial diffusivity, Radial diffusivity, Mean…”
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Enhancement of ultrasound images using stochastic resonance-based wavelet transform by Rallabandi, V.P. Subramanyam

“…Abstract Ultrasound diagnostic imaging technique is used to visualize muscles and internal organs, their size, structures and possible pathologies or lesions…”
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Knowledge-based image retrieval system by Subramanyam Rallabandi, V.P., Sett, S.K.

“…Most of the retrieval systems concentrate much on low-level features such as color, texture, shape and position. The present system is mainly developed based…”
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Stochastic resonance-based tomographic transform for computed tomographic image enhancement of brain lesions by Rallabandi, V P Subramanyam, Roy, Prasun Kumar

“…Motivated by statistical thermodynamics, we develop a technique using stochastic resonance-based tomographic transform for enhancement of noisy or indistinct…”
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Deep learning-based classification of healthy aging controls, mild cognitive impairment and Alzheimer’s disease using fusion of MRI-PET imaging by Subramanyam Rallabandi, V.P., Seetharaman, Krishnamoorthy

“…•Automated classification of aging controls, mild cognitive impairment and Alzheimer’s disease using deep learning based on structural magnetic resonance…”
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Image retrieval system using R-tree self-organizing map by Subramanyam Rallabandi, V.P., Sett, S.K.

“…Most of the retrieval systems concentrate much on low-level features such as color, texture, shape, position, etc. The present system is mainly developed based…”
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Class Imbalance ML Methods for Classification of Dementia Stage: Kurtosis Fractional Anisotropy: ML-based classification of dementia stage (paper subtitle) by Rallabandi, V. P. Subramanyam, Seetharaman, Krishnamoorthy

“…The aim of this work is to classify the dementia stage using microstructural white matter (WM) diffusion kurtosis indices. We develop various class imbalance…”
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