Theme of this book is highly concerned with socioeconomic situation where various awareness and development projects are essential for upliftment of the community. The disciplines of community science has undergone tremendous changes in the past few decades reading to today's scientific farming that is emerging as boon to economy all over the world. This book is bringing valuable information/ guidance towards the dream vision of Respected Prime minister 'Shri Narendra Modi' of India. The book has contribution from over 30 academicians, sociologists, Chartered accountant, scientists and...

AI and machine learning (ML) are increasingly transforming the field of radiopharmaceutical development, offering new ways to design, optimize, and evaluate these critical compounds. Radiopharmaceuticals, which are used for both diagnostic imaging and targeted therapy, require precise formulation and testing to ensure safety and efficacy. AI and ML technologies can accelerate this process by analyzing vast amounts of complex data, identifying patterns, and making predictions that were previously time-consuming or difficult.Machine learning algorithms, such as deep learning and reinforcement...

KI und maschinelles Lernen (ML) verändern zunehmend den Bereich der radiopharmazeutischen Entwicklung und bieten neue Möglichkeiten für die Entwicklung, Optimierung und Bewertung dieser wichtigen Wirkstoffe. Radiopharmazeutika, die sowohl für die diagnostische Bildgebung als auch für die gezielte Therapie eingesetzt werden, erfordern eine präzise Formulierung und Prüfung, um Sicherheit und Wirksamkeit zu gewährleisten. KI- und ML-Technologien können diesen Prozess beschleunigen, indem sie große Mengen komplexer Daten analysieren, Muster erkennen und Vorhersagen treffen, die zuvor...