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- 2026
[j5]Tommaso Ruga
, Luciano Caroprese, Eugenio Vocaturo, Ester Zumpano:
MultiExCam: A multi approach and explainable artificial intelligence architecture for skin lesion classification. Comput. Methods Programs Biomed. 273: 109081 (2026)- [j4]Tommaso Ruga, Ester Zumpano, Eugenio Vocaturo, Luciano Caroprese:
Reasoning on the gap between synthetic and authentic diversity: The limits of computational solutions to representation bias. J. Comput. Sci. 97: 102849 (2026) - [j3]Tommaso Ruga, Ester Zumpano, Maira Aracne, Luciano Caroprese, Eugenio Vocaturo:
From underrepresentation to evidence: Pipsqueak dataset and explainable analysis of skin tone bias in melanoma detection. J. Comput. Sci. 97: 102858 (2026) - [c18]Francesco De Rose, Francesco Dattola, Catia Grazioso, Pasquale Iaquinta, Miriam Iusi, Simona Leo, Martina Francesca Maiorano, Francesco Pelle, Ivana Pellegrino, Giorgio Veltri, Mario Cannataro, Chiara Zucco, Tommaso Ruga, Ester Zumpano:
SupportAI: A Multimodal AI Platform for Clinical Decision Support. BCB 2026: 134:1-134:2 - [c17]Maira Aracne, Luciano Caroprese, Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano:
Interpretable AI for Skin Screening: MultiExCam for Melanoma, Basal Cell Carcinoma and Benign Nevi Classification. EDBT/ICDT Workshops 2026 - [c16]Tommaso Ruga, Genoveva Vargas-Solar, Ester Zumpano:
From Benchmarks to Blind Spots: Intersectionality Gap in Fetal Ultrasound Data. ICCS (Workshops 1) 2026: 187-201 - 2025
- [j2]Shahab S. Band, Meghdad Biyari, Chung-Chian Hsu, Tommaso Ruga, Ester Zumpano, Luciano Caroprese, Eugenio Vocaturo, Iman Dehzangi, Bharat S. Rawal, Huey-Wen Liang:
A Review on AI Approaches in Elderly fall Monitoring Systems: Taxonomies, Challenges, and Open Issues. Cogn. Comput. 17(6): 176 (2025) - [j1]Marco Gagliardi, Danilo Maurmo, Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano:
BrAInVision: A hybrid explainable Artificial Intelligence framework for brain MRI analysis. Image Vis. Comput. 161: 105629 (2025) - [c15]Tommaso Ruga, Ester Zumpano, Eugenio Vocaturo, Luciano Caroprese:
Underrepresentation of Dark Skin Tone in Skin Lesion Datasets: The Role of the Explainable Techniques in Assessing the Bias. ADBIS (Short Papers) 2025: 446-456 - [c14]Tommaso Ruga, Ester Zumpano, Luciano Caroprese, Eugenio Vocaturo:
AdaptiveGait: A Fair-by-Design Architecture for Gait-Aware Fall Detection in Smart Walkers. BIBM 2025: 7072-7077 - [c13]Geeta Rani, Vijaypal Singh Dhaka, Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano:
Towards an Integrated AI Pipeline for Disease Diagnosis and Quality Assessment in Coffee Production. IEEE Big Data 2025: 7596-7605 - [c12]Tommaso Ruga, Luciano Caroprese, Eugenio Vocaturo, Ester Zumpano:
A Conversational Agent for Rare Eye Disease Knowledge Support in Local Italian Healthcare Contexts: The ELENA Framework. IEEE Big Data 2025: 7709-7713 - [c11]Maira Aracne, Tommaso Ruga, Camilla Lops, Deborah Federico, Luciano Caroprese, Ester Zumpano, Sergio Montelpare, Mariano Pierantozzi, Francesco Dattola, Pasquale Iaquinta, Miriam Iusi, Raffaele Greco, Marco Talerico, Valentina Coscarella, Luca Legato, Ivana Pellegrino, Sonia Bergamaschi, Mirko Orsini, Riccardo Martoglia, Andrea Livaldi, Abeer Jelali, Simone Sbreglia:
Comparing Deep Learning Approaches for Weather Forecasting: Insights from the PRECEDE Project. EDBT/ICDT Workshops 2025 - [c10]Tommaso Ruga, Ester Zumpano, Eugenio Vocaturo, Luciano Caroprese, Caterina Arlia:
Bias in Dermatological Datasets: A Critical Analysis of the Underrepresentation of Dark Skin Tones in Melanoma Classification Images. ICCS (Workshops 1) 2025: 434-448 - 2024
- [c9]Tommaso Ruga:
Classifying Chest X-Ray Images with Deep Learning Techniques: Challenges and Explainable Analysis. ADBIS (Short Papers) 2024: 343-350 - [c8]Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano:
Explainable Deep Learning for Chest X-Ray Classification. BIBM 2024: 6561-6566 - [c7]Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano:
On the Role of LLM to Forecast the Next Pandemic. BIBM 2024: 6567-6573 - [c6]Francesco Dattola, Pasquale Iaquinta, Miriam Iusi, Deborah Federico, Raffaele Greco, Marco Talerico, Valentina Coscarella, Luca Legato, Ivana Pellegrino, Sonia Bergamaschi, Mirko Orsini, Riccardo Martoglia, Andrea Livaldi, Abeer Jelali, Simone Sbreglia, Tommaso Ruga, Ester Zumpano, Luciano Caroprese, Camilla Lops, Sergio Montelpare, Mariano Pierantozzi, Maira Aracne:
PRECEDE: Climate and Energy Forecasts to Support Energy Communities with Deep Learning Models. IEEE Big Data 2024: 4650-4658 - [c5]Danilo Maurmo, Marco Gagliardi, Tommaso Ruga, Ester Zumpano, Eugenio Vocaturo:
Boosting Agricultural Diagnostics: Cassava Disease Detection with Transfer Learning and Explainable AI. IEEE Big Data 2024: 4702-4710 - [c4]Fiorella Folino, Maria Francesca Foresta, Danilo Maurmo, Tommaso Ruga, Ester Zumpano, Eugenio Vocaturo:
AI Image-based Systems for Enhancing the Cultural Tourism Experience. IEEE Big Data 2024: 4720-4726 - 2023
- [c3]Luciano Caroprese, Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano:
Lung Cancer Detection via Federated Learning. BIBM 2023: 3862-3867 - [c2]Luciano Caroprese, Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano:
Revealing Brain Tumor with Federated Learning. BIBM 2023: 3868-3873 - [c1]Luciano Caroprese, Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano:
Federated Learning Applications for Breast Cancer. BIBM 2023: 4029-4034
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