Artificial Intelligence, Machine Learning, and Mental Health in Pandemics: A Computational Approach provides a comprehensive guide for public health authorities, researchers and health professionals in psychological health. The book takes a unique approach by exploring how Artificial Intelligence (AI) and Machine Learning (ML) based solutions can assist with monitoring, detection and intervention for mental health at an early stage. Chapters include computational approaches, computational models, machine learning based anxiety and depression detection and artificial intelligence detection of mental health. With the increase in number of natural disasters and the ongoing pandemic, people are experiencing uncertainty, leading to fear, anxiety and depression, hence this is a timely resource on the latest updates in the field.

-This volume brings together several images, maps and plans to present the conservation plan for Chandigarh -Forms an invaluable resource for other similar structures of the Modern era One of the most ambitious developmental schemes planned on India's independence was the city planning of Chandigarh - a symbolic gesture towards the country's future. Designed by Pierre Jeanneret in 1962 to evoke a lotus flower afloat in a pond, Gandhi Bhawan - dedicated to the work of Mahatma Gandhi - is a testament to the culmination of modernism as an aesthetic, historic and inter-cultural movement in India. Situated within the Panjab University campus, Gandhi Bhawan was conceived by Jeanneret as a platform to present his principles of Indian modernism, its design influenced by Gandhian ideals and the pinwheel toys of local children. This volume, supported by a grant from the Getty Foundation's Keeping it Modern initiative, documents the thorough research and conservation planning effort for Gandhi Bhawan, including comprehensive testing of its innovative building materials. Its impact stretches beyond the university, as the conservation plan outlined here forms an invaluable resource for other buildings of the modern era. With several images, maps and plans, this publication hopes to make accessible the work of many architects, engineers, conservators and scholars, ensuring the preservation of this architectural gem and the hopeful vision it embodies. Published in association with Panjab University, Chandigarh.

The World Heritage Sites listing by The United Nations Educational, Scientific and Cultural Organization (UNESCO) aims to promote awareness and preservation of tangible and intangible cultural heritage around the world, considered to have outstanding value for all humanity, irrespective of location. UNESCO has inscribed 38 such sites in India, all of which are presented in this volume, together with commentary by architects and conservationists and stunning photographs by Rohit Chawla. The cultural sites in India are a rich repository of the country's long, layered history, bearing witness to the creativity and influence of multiple communities, crafts and religions. The sites covered in this volume range across the length and breadth of India-from the earliest periods of rock art, Buddhist caves and Hindu temples, Sultanate and Mughal forts, palaces, tombs and memorials, medieval Hindu and Islamic cities, step-wells and observatories to Portuguese churches, Victorian and Art Deco ensembles to, finally, 20th-century industrial and modern heritage sites. The natural and mixed sites include national parks of exceptional natural beauty and sites of long interaction between people and the landscape.

This book is an illustrated and comprehensive compilation by experts in the field of fertility enhancing endoscopic surgery and assisted reproduction. This book catalogues full spectrum of diagnostic and operative hysteroscopy in the infertile population. The authors describe different techniques in various clinical conditions and review the recent evidence based literature supporting them. All procedures are explained in clear and precise text supplemented with high quality color pictures.