Smart Objects and Technologies for Social Good: Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

.- Healthcare and Medical Technologies.
.- SA-SC TransUNet: Proposed Transformer U-Net with Self-Attention Encoder and Skip-Connected CNN Decoder for Brain Tumor Segmentation.
.- EfficientNet with Optimized Medical Training for Accurate Skin Lesion Classification.
.- HybridDx-ASD: A Multimodal Fusion Framework Integrating DenseNet121 and XGBoost with Hierarchical Fine-tuning for Autism Spectrum Disorder Screening.
.- A New DataOps Platform for Managing Orthodontic Imaging Datasets of Patients with Labial Fixed Appliances.
.- Applications of Artificial Intelligence in Teledermatology: A Systematic Review of Methodologies, Datasets, and Future Research Directions.
.- Adaptive Weight Fusion for Multimodal Diabetic Retinopathy Diagnosis Using Fuzzy Knowledge Graph Structure.
.- A Multi-Agent LLM-Based Chatbot System for Healthcare Support: Design, Evaluation, and Implications.
.- A Framework for Multimodal AI Agents in Medical Diagnosis.
.- InvoiceLM: A Vision-Language Model for Unstructured Invoice Understanding.
.- An Optimized Gradient Boosting Framework for Infectious Disease Diagnosis Using Clinical Data.
.- Design and Implementation of an Intelligent System for Drug-Drug Interaction Management and Retrieval.
.- Systematic Evaluation of Fine-Tuning Strategies for Deep Learning Architectures in Skin Disease Classification.    
.- A Model Fine-tuning Strategy for Fracture Detection from X-ray Images.    
.- Natural Language Processing and Large Language Models.    
.- A DeBERTa-based Explainable Framework for Fake News Detection.
.- How LLMs Are Rewriting the Rules of Riddle Generation.
.- A Multi-Agent LLM Framework for Fake News Detection: Enhancing Accuracy, Interpretability, and Data Efficiency.
.- Collapse Tracker: Early Detection of Model Collapse in Large Language Models via Self-Attention Signals.
.- Vietnamese Text2Cypher: A Semi-Automated Data Translation and Validation Pipeline.    
.- LLM-based Solution for Dataset Construction and Knowledge Retrieval Support.
.- Fine-tuning Large Open-Source Models for Multi-Domain Text Classification: A Case Study with GPT-OSS 20B.
.- A Two-Phase Approach to Knowledge Graph Construction, Augmentation, and Refinement Using Large Language Models: A Case Study in Vietnam Tourism.
.- Hybrid Fusion of CLIP and DeBERTa for Enhanced Multimodal Sentiment Analysis.
.- Vnlexchat: A Generative Chatbot for Legal Reasoning Using the Vietnamese Legal Code Database.
.- A Workflow-Based System for Automatic Generation of Systematic Research Overviews.
.- TranDepth: Multi-Agent Language Processing for Direct Extraction and Analysis of Images, Charts, and Formulae in Documents.
.- Large-Language-Model-Based Open-Source Chatbot for Vietnamese History Education.
.- Chatbot System Supports Admissions Consulting in Vietnamese Voice with Integrated AI.
.- Multi-Agent Systems for Multimedia Information Verification: A Survey of Architectures, Taxonomy, and Performance.
.- Intelligent News Automation: Bridging Content Generation and Platform Distribution.
.- J-MARC: A Joking and Multimodally Amusing Real-Time Character.
.- SF-23DD: A Novel Soccer Event Extraction Model – A Module within the Proposed Multi-Task Learning Framework for Virtual Soccer Commentators.
.- IoT and Smart Systems.
.- An IoT-Based Smart Egg Incubator for Rural Poultry Farming in Vietnam 
.- Design and Implementation of a Fuzzy IoT-Based Smart Home Control System.
.- Intelligent Monitoring and Management Approach for Industrial Distillation Processes.
.- A Fuzzy Rule-Based System for Adaptive Classroom Air Conditioning Prediction Using YOLOv11 and DeepSORT.