Publications |https://lbacco.github.io/publications/PublicationsHugoBlox Kit (https://hugoblox.com)en-usThu, 01 Jan 2026 00:00:00 +0000https://lbacco.github.io/media/icon_hu_2d69771f19a1bf1d.pngPublicationshttps://lbacco.github.io/publications/A Multimodal Wearable Framework for Predicting Epileptic Seizureshttps://lbacco.github.io/publications/bonfigli-2026-epileptic/Thu, 01 Jan 2026 00:00:00 +0000https://lbacco.github.io/publications/bonfigli-2026-epileptic/Artificial intelligence based intervertebral discs grading: From unsupervised detection to explainable Pfirrmann classificationhttps://lbacco.github.io/publications/giaccone-2026-intervertebral/Thu, 01 Jan 2026 00:00:00 +0000https://lbacco.github.io/publications/giaccone-2026-intervertebral/Benchmarking Automatic Question Generation from Clinical Practice Guidelines for Education: a Case Study for Low Back Pain Managementhttps://lbacco.github.io/publications/bonfigli-2026-questiongeneration/Thu, 01 Jan 2026 00:00:00 +0000https://lbacco.github.io/publications/bonfigli-2026-questiongeneration/Deep Learning-Based Coronary Artery Segmentation for the Comparison of CCTA Reconstruction Methodshttps://lbacco.github.io/publications/guidalotti-2026-coronary/Thu, 01 Jan 2026 00:00:00 +0000https://lbacco.github.io/publications/guidalotti-2026-coronary/Discriminative and predictive power of radiomics features from preoperative MRI studies in patients with supraspinatus lesionshttps://lbacco.github.io/publications/longo-2026-radiomics/Thu, 01 Jan 2026 00:00:00 +0000https://lbacco.github.io/publications/longo-2026-radiomics/ECG-Based Non-Invasive Glycaemic Estimation in Type 1 Diabeteshttps://lbacco.github.io/publications/ferraro-2026-glycaemic/Thu, 01 Jan 2026 00:00:00 +0000https://lbacco.github.io/publications/ferraro-2026-glycaemic/Edge Computer Vision for Arboviruses Vectors and Global Health Surveillancehttps://lbacco.github.io/publications/muraro-2026-arboviruses/Thu, 01 Jan 2026 00:00:00 +0000https://lbacco.github.io/publications/muraro-2026-arboviruses/How technologies are driving digital innovation in mosquito surveillance systems: a global scoping review over the past decadehttps://lbacco.github.io/publications/muraro-2026-mosquito/Thu, 01 Jan 2026 00:00:00 +0000https://lbacco.github.io/publications/muraro-2026-mosquito/Lightweight Multimodal Deep Learning for Continuous Respiratory Rate Estimation from ECG and PPGhttps://lbacco.github.io/publications/caporin-2026-respiratory/Thu, 01 Jan 2026 00:00:00 +0000https://lbacco.github.io/publications/caporin-2026-respiratory/Multi-View Lumbar MRI for Therapy-Oriented Decision Support System in Low Back Painhttps://lbacco.github.io/publications/piperno-2026-lumbar/Thu, 01 Jan 2026 00:00:00 +0000https://lbacco.github.io/publications/piperno-2026-lumbar/Neural Pathway Similarity Analysis for Efficient Glycemic Event Predictionhttps://lbacco.github.io/publications/digiacinto-2026-glycemic/Thu, 01 Jan 2026 00:00:00 +0000https://lbacco.github.io/publications/digiacinto-2026-glycemic/On the Evaluation of Biomedical Text Simplification Datasets: A Benchmarking Studyhttps://lbacco.github.io/publications/dellamorte-2026-simplification/Thu, 01 Jan 2026 00:00:00 +0000https://lbacco.github.io/publications/dellamorte-2026-simplification/Performance of Different Wearable Sensor Configurations in Sleep/Wake Classification with and without Apnoea Eventshttps://lbacco.github.io/publications/sasso-2026-sleepwake/Thu, 01 Jan 2026 00:00:00 +0000https://lbacco.github.io/publications/sasso-2026-sleepwake/Preoperative Radiomic Biomarkers Reflect Functional Shoulder Impairment in Rotator Cuff Tears: A Structure--Function Analysishttps://lbacco.github.io/publications/sassi-2026-radiomic/Thu, 01 Jan 2026 00:00:00 +0000https://lbacco.github.io/publications/sassi-2026-radiomic/A GARCH-temporal fusion transformer model for the volatility prediction of exchange traded fundshttps://lbacco.github.io/publications/petrosino-2025-garch/Wed, 01 Jan 2025 00:00:00 +0000https://lbacco.github.io/publications/petrosino-2025-garch/A Novel Real-World Dataset of Italian Clinical Notes for NLP-based Decision Support in Low Back Pain Treatmenthttps://lbacco.github.io/publications/bonfigli-2025-clinicalnotes/Wed, 01 Jan 2025 00:00:00 +0000https://lbacco.github.io/publications/bonfigli-2025-clinicalnotes/A Prediction of Drugs Transport, Distribution and Absorption by a Multicompartmental Physiologically-Based Pharmacokinetic Modelhttps://lbacco.github.io/publications/chiorboli-2025-pbpk/Wed, 01 Jan 2025 00:00:00 +0000https://lbacco.github.io/publications/chiorboli-2025-pbpk/Adopting Machine Learning to Predict Breast Cancer Patients Adherence with Lifestyle Recommendations and Quality of Life Outcomeshttps://lbacco.github.io/publications/crispo-2025-adherence/Wed, 01 Jan 2025 00:00:00 +0000https://lbacco.github.io/publications/crispo-2025-adherence/Cross-Lingual Distillation for Domain Knowledge Transfer with Sentence Transformershttps://lbacco.github.io/publications/piperno-2025-crosslingual/Wed, 01 Jan 2025 00:00:00 +0000https://lbacco.github.io/publications/piperno-2025-crosslingual/Doctor, Is That You? Evaluating Large Language Models on Italy's Medical School Entrance Examshttps://lbacco.github.io/publications/piperno-2025-doctor/Wed, 01 Jan 2025 00:00:00 +0000https://lbacco.github.io/publications/piperno-2025-doctor/Efficient Multi-Task Learning with Instance Selection for Biomedical NLPhttps://lbacco.github.io/publications/bonfigli-2025-multitask/Wed, 01 Jan 2025 00:00:00 +0000https://lbacco.github.io/publications/bonfigli-2025-multitask/Feature-Based Knowledge Distillation for Explainable Detection of Pulmonary Diseaseshttps://lbacco.github.io/publications/piperno-2025-feature/Wed, 01 Jan 2025 00:00:00 +0000https://lbacco.github.io/publications/piperno-2025-feature/Price Variations in Food Products: A Time Series Dataset for Analysis Across Regions in Italian Supermarketshttps://lbacco.github.io/publications/sasso-2025-price/Wed, 01 Jan 2025 00:00:00 +0000https://lbacco.github.io/publications/sasso-2025-price/From Pre-training to Fine-tuning: an in-depth Analysis of Large Language Models in the Biomedical Domainhttps://lbacco.github.io/publications/bonfigli-2024-pretraining/Mon, 01 Jan 2024 00:00:00 +0000https://lbacco.github.io/publications/bonfigli-2024-pretraining/Investigating Stock Prediction Using LSTM Networks and Sentiment Analysis of Tweets Under High Uncertainty: A Case Study of North American and European Bankshttps://lbacco.github.io/publications/bacco-2024-stock/Mon, 01 Jan 2024 00:00:00 +0000https://lbacco.github.io/publications/bacco-2024-stock/Quantifying Treatments as Usual and with Technologies in Neurorehabilitation of Individuals with Spinal Cord Injuryhttps://lbacco.github.io/publications/tamburella-2024-neurorehabilitation/Mon, 01 Jan 2024 00:00:00 +0000https://lbacco.github.io/publications/tamburella-2024-neurorehabilitation/A Text Style Transfer System for Reducing the Physician-Patient Expertise Gap: an Analysis with Automatic and Human Evaluationshttps://lbacco.github.io/publications/bacco-2023-textstyle/Sun, 01 Jan 2023 00:00:00 +0000https://lbacco.github.io/publications/bacco-2023-textstyle/Advancing ECG Biometrics through Vision Transformers: A Confidence-Driven Approachhttps://lbacco.github.io/publications/dangelis-2023-ecgbiometrics/Sun, 01 Jan 2023 00:00:00 +0000https://lbacco.github.io/publications/dangelis-2023-ecgbiometrics/Layered meta-learning Algorithm for Predicting Adverse Events in Type 1 Diabeteshttps://lbacco.github.io/publications/dantoni-2023-metalearning/Sun, 01 Jan 2023 00:00:00 +0000https://lbacco.github.io/publications/dantoni-2023-metalearning/Natural Language Processing in Healthcare: a Bird's Eye Viewhttps://lbacco.github.io/publications/bacco-2023-birdseye/Sun, 01 Jan 2023 00:00:00 +0000https://lbacco.github.io/publications/bacco-2023-birdseye/On the Instability of Further Pre-Training: Does a Single Sentence Matter to BERT?https://lbacco.github.io/publications/bacco-2023-instability/Sun, 01 Jan 2023 00:00:00 +0000https://lbacco.github.io/publications/bacco-2023-instability/Photoplethysmographic Signal Quality Assessment: a Comparative Study of Unsupervised and Supervised Neural Networkshttps://lbacco.github.io/publications/sabatini-2023-ppg/Sun, 01 Jan 2023 00:00:00 +0000https://lbacco.github.io/publications/sabatini-2023-ppg/Postural Data Analysis using AI-powered Classification Modelshttps://lbacco.github.io/publications/bacco-2023-postural/Sun, 01 Jan 2023 00:00:00 +0000https://lbacco.github.io/publications/bacco-2023-postural/Artificial Intelligence and Computer Aided Diagnosis in Chronic Low Back Pain: A Systematic Reviewhttps://lbacco.github.io/publications/dantoni-2022-lowbackpain/Sat, 01 Jan 2022 00:00:00 +0000https://lbacco.github.io/publications/dantoni-2022-lowbackpain/Machine Learning analysis of High-Grade Serous Ovarian Cancer proteomic dataset reveals novel candidate biomarkershttps://lbacco.github.io/publications/farinella-2022-ovarian/Sat, 01 Jan 2022 00:00:00 +0000https://lbacco.github.io/publications/farinella-2022-ovarian/Natural language processing in low back pain and spine diseases: A systematic reviewhttps://lbacco.github.io/publications/bacco-2022-lowbackpain/Sat, 01 Jan 2022 00:00:00 +0000https://lbacco.github.io/publications/bacco-2022-lowbackpain/Explainable Sentiment Analysis: A Hierarchical Transformer-Based Extractive Summarization Approachhttps://lbacco.github.io/publications/bacco-2021-explainable/Fri, 01 Jan 2021 00:00:00 +0000https://lbacco.github.io/publications/bacco-2021-explainable/Extractive Summarization for Explainable Sentiment Analysis using Transformershttps://lbacco.github.io/publications/bacco-2021-extractive/Fri, 01 Jan 2021 00:00:00 +0000https://lbacco.github.io/publications/bacco-2021-extractive/Single beat ECG-based Identification System: development and robustness test in different working conditionshttps://lbacco.github.io/publications/sorvillo-2021-ecg/Fri, 01 Jan 2021 00:00:00 +0000https://lbacco.github.io/publications/sorvillo-2021-ecg/The impact of the intestinal microbiota and the mucosal permeability on three different antibiotic drugshttps://lbacco.github.io/publications/palombo-2021-microbiota/Fri, 01 Jan 2021 00:00:00 +0000https://lbacco.github.io/publications/palombo-2021-microbiota/A Machine Learning approach for Sentiment Analysis for Italian Reviews in Healthcarehttps://lbacco.github.io/publications/bacco-2020-sentiment/Wed, 01 Jan 2020 00:00:00 +0000https://lbacco.github.io/publications/bacco-2020-sentiment/