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The Role of Attention Mechanisms in Enhancing Transparency and Interpretability of Neural Network Models in Explainable AI
Bhargav Kotipalli
Jan 01, 0001
In the rapidly evolving field of artificial intelligence (AI), deep learning models' interpretability
and reliability are severely hindered by their complexity and opacity. Enhancing the
transparency and interpretability of AI...
Attention mechanisms Explainable AI (XAI) Neural network interpretability Transparency in AI data privacy Regulatory compliance Deep learning models Model explainability Ethical AI Attention-based models Computer and Systems Architecture
Published by: Harrisburg University of Science and Technology
India-ASEAN Trade Relations (2008-2018)
International Trade among ASEAN has been increasing and it has resulted in growth of regional trade in recent years. India and Southeast Asian Countries can be tracked from ancient time with common geographical proximity...
Published by: Singh Publication
Acceleration of cosmic rays in presence of magnetohydrodynamic fluctuations at small scales
This work investigates the evolution of the distribution of charged particles (cosmic rays) due to the mechanism of stochastic turbulent acceleration (STA) in presence of small-scale turbulence with a mean magnetic field. STA is...
Acceleration of cosmic rays in presence of magnetohydrodynamic fluctuations at small scales
This work investigates the evolution of the distribution of charged particles (cosmic rays) due to the mechanism of stochastic turbulent acceleration (STA) in presence of small-scale turbulence with a mean magnetic field. STA is...
The systematic development and pilot randomized evaluation of counselling for alcohol problems, a lay counselor-delivered psychological treatment for harmful drinking in primary care in India
Abhijit Nadkarni, Richard Velleman, Hamid Dabholkar, Sachin Shinde, Bhargav Bhat, Jim McCambridge, Pratima Murthy, Terry Wilson, Benedict Weobong, Vikram Patel
Mar 01, 2015
Background: Despite harmful drinking causing a significant burden on global health, there is a large treatment gap, especially in low- and middle-income countries. A major barrier to care is the lack of adequately skilled...
The systematic development and pilot randomized evaluation of counselling for alcohol problems, a lay counselor-delivered psychological treatment for harmful drinking in primary care in India
Abhijit Nadkarni, Richard Velleman, Hamid Dabholkar, Sachin Shinde, Bhargav Bhat, Jim McCambridge, Pratima Murthy, Terry Wilson, Benedict Weobong, Vikram Patel
Mar 01, 2015
Background: Despite harmful drinking causing a significant burden on global health, there is a large treatment gap, especially in low- and middle-income countries. A major barrier to care is the lack of adequately skilled...
The effectiveness and cost-effectiveness of lay counsellor-delivered psychological treatments for harmful and dependent drinking and moderate to severe depression in primary care in India
Sustained effectiveness and cost-effectiveness of Counselling for Alcohol Problems, a brief psychological treatment for harmful drinking in men, delivered by lay counsellors in primary care
Abhijit Nadkarni, Helen A. Weiss, Benedict Weobong, David McDaid, Daisy R. Singla, A-La Park, Bhargav Bhat, Basavaraj Katti, Jim McCambridge, Pratima Murthy, Michael King, G. Terence Wilson, Betty Kirkwood, Christopher G. Fairburn, Richard Velleman, Vikram Patel
Sep 12, 2017
Counselling for Alcohol Problems (CAP), a brief intervention delivered by lay counsellors, enhanced remission and abstinence over 3 months among male primary care attendees with harmful drinking in a setting in India. We...
Sustained effectiveness and cost-effectiveness of the Healthy Activity Programme, a brief psychological treatment for depression delivered by lay counsellors in primary care
Benedict Weobong, Helen A. Weiss, David McDaid, Daisy R. Singla, Steven D. Hollon, Abhijit Nadkarni, A-La Park, Bhargav Bhat, Basavraj Katti, Arpita Anand, Sona Dimidjian, Ricardo Araya, Michael King, Lakshmi Vijayakumar, G. Terence Wilson, Richard Velleman, Betty R Kirkwood, Christopher G. Fairburn, Vikram Patel
Sep 12, 2017
Background The Healthy Activity Programme (HAP), a brief behavioural intervention delivered by lay counsellors, enhanced remission over 3 months among primary care attendees with depression in peri-urban and rural settings in...
Sustained effectiveness and cost-effectiveness of Counselling for Alcohol Problems, a brief psychological treatment for harmful drinking in men, delivered by lay counsellors in primary care
Abhijit Nadkarni, Helen A. Weiss, Benedict Weobong, David McDaid, Daisy R. Singla, A-La Park, Bhargav Bhat, Basavaraj Katti, Jim McCambridge, Pratima Murthy, Michael King, G. Terence Wilson, Betty Kirkwood, Christopher G. Fairburn, Richard Velleman, Vikram Patel
Sep 12, 2017
Counselling for Alcohol Problems (CAP), a brief intervention delivered by lay counsellors, enhanced remission and abstinence over 3 months among male primary care attendees with harmful drinking in a setting in India. We...
The effectiveness and cost-effectiveness of lay counsellor-delivered psychological treatments for harmful and dependent drinking and moderate to severe depression in primary care in India
Sustained effectiveness and cost-effectiveness of the Healthy Activity Programme, a brief psychological treatment for depression delivered by lay counsellors in primary care
Benedict Weobong, Helen A. Weiss, David McDaid, Daisy R. Singla, Steven D. Hollon, Abhijit Nadkarni, A-La Park, Bhargav Bhat, Basavraj Katti, Arpita Anand, Sona Dimidjian, Ricardo Araya, Michael King, Lakshmi Vijayakumar, G. Terence Wilson, Richard Velleman, Betty R Kirkwood, Christopher G. Fairburn, Vikram Patel
Sep 12, 2017
Background The Healthy Activity Programme (HAP), a brief behavioural intervention delivered by lay counsellors, enhanced remission over 3 months among primary care attendees with depression in peri-urban and rural settings in...
Phylogeography of mtDNA haplogroup R7 in the Indian peninsula.
Gyaneshwer Chaubey, Monika Karmin, Ene Metspalu, Mait Metspalu, Deepa Selvi-Rani, Vijay Kumar Singh, Jüri Parik, Anu Solnik, B Prathap Naidu, Ajay Kumar, Niharika Adarsh, Chandana Basu Mallick, Bhargav Trivedi, Swami Prakash, Ramesh Reddy, Parul Shukla, Sanjana Bhagat, Swati Verma, Samiksha Vasnik, Imran Khan, Anshu Barwa, Dipti Sahoo, Archana Sharma, Mamoon Rashid, Vishal Chandra, Alla G Reddy, Antonio Torroni, Robert A Foley, Kumarasamy Thangaraj, Lalji Singh, Toomas Kivisild, Richard Villems
Jun 14, 2011
The circadian clock components BMAL1 and REV-ERBα regulate flavivirus replication.
Xiaodong Zhuang, Andrea Magri, Michelle Hill, Alvina G Lai, Abhinav Kumar, Srinivasa Bhargav Rambhatla, Claire L Donald, Andrea F Lopez-Clavijo, Simon Rudge, Katherine Pinnick, Wai Hoong Chang, Peter AC Wing, Ryan Brown, Ximing Qin, Peter Simmonds, Thomas F Baumert, David Ray, Andrew Loudon, Peter Balfe, Michael Wakelam, Sam Butterworth, Alain Kohl, Catherine L Jopling, Nicole Zitzmann, Jane A McKeating
Jun 27, 2019
The circadian clock regulates immune responses to microbes and affects pathogen replication, but the underlying molecular mechanisms are not well understood. Here we demonstrate that the circadian components BMAL1 and REV-ERBα...
ARNTL Transcription Factors Cell Line Circadian Clocks DNA Replication dengue dengue virus Flavivirus Gene Expression Regulation Genes Essential Hepacivirus Hepatitis C Hepatocytes Humans Nuclear Receptor Subfamily 1 Group D Member 1 Proteomics RNA Messenger Virus Internalization Virus Replication Zika Virus Zika Virus Infection