Showing results 1 to 50 of 74
Title Issue Date Author(s) Journal Publisher
Foundation models meet multimodal neuroimaging: A generative transformer-based framework for Alzheimer’s disease diagnosis 1-Jan-2026 Zedda, Luca; Loddo, Andrea; Di Ruberto, Cecilia NEUROCOMPUTING -
ReSHAPe: A redundancy-reduced SHAP-based feature selection pipeline for interpretable radiomics in biomedical image analysis 1-Jan-2026 Perniciano, A.; Cau, F. M.; Spano, L. D.; Di Ruberto, C.; Loddo, A. NEUROCOMPUTING -
A SAM-Based Automated Schistocyte Detection Pipeline in Peripheral Blood Smear Images 1-Jan-2026 Bensaid, Ahmed; Putzu, Lorenzo; Loddo, Andrea; Di Ruberto, Cecilia - Springer Science and Business Media Deutschland GmbH
RedDino: A Foundation Model for Red Blood Cell Analysis 1-Jan-2026 Zedda, Luca; Loddo, Andrea; Di Ruberto, Cecilia; Marr, Carsten - Springer Science and Business Media Deutschland GmbH
A Template-Independent Method for Parkinson’s Diagnosis from Handwritten Patterns 1-Jan-2026 Putzu, Lorenzo; Angioni, Roberta; Loddo, Andrea - Springer Science and Business Media Deutschland GmbH
WBC-CLIP: A multimodal vision-language framework for morphology aware white blood cell analysis 1-Jan-2026 Zedda, L.; Mura, D. A.; Manzo, A.; Di Ruberto, C.; Loddo, A. IMAGE AND VISION COMPUTING -
MORE: A Framework for Stable White Blood Cell Morphological Classification and Report Generation 1-Jan-2026 Zedda, Luca; Loddo, Andrea; Di Ruberto, Cecilia - Springer Science and Business Media Deutschland GmbH
A Transformer-Based Framework for OCT Cyst Segmentation 1-Jan-2026 Zedda, Luca; Mura, Davide Antonio; Loddo, Andrea; Di Ruberto, Cecilia - Springer Science and Business Media Deutschland GmbH
Event-GPT: Sequence-Aware Video Event Classification via LoRA-Tuned GPT 1-Jan-2026 Zedda, Luca; Loddo, Andrea; Ruberto, Cecilia Di - Springer Science and Business Media Deutschland GmbH
A deep architecture based on attention mechanisms for effective end-to-end detection of early and mature malaria parasites in a realistic scenario 1-Jan-2025 Zedda, Luca; Loddo, Andrea; Di Ruberto, Cecilia COMPUTERS IN BIOLOGY AND MEDICINE -
MIRIAMS: Models Integration for Reliable Identification and Accurate Multiple Sclerosis segmentation 1-Jan-2025 Pani, A.; Loddo, A.; Putzu, L.; Zedda, L.; Di Ruberto, C. - Springer Science and Business Media Deutschland GmbH
Detecting coagulation time in cheese making by means of computer vision and machine learning techniques 1-Jan-2025 Loddo, A.; Di Ruberto, C.; Armano, G.; Manconi, A. COMPUTERS IN INDUSTRY -
Exploring few-shot object detection on blood smear images: a case study of leukocytes and schistocytes 1-Jan-2025 Mura, Davide Antonio; Pinna, Michela; Putzu, Lorenzo; Loddo, Andrea; Perniciano, Alessandra; Mulas, Olga; Di Ruberto, Cecilia - -
Radio DINO: A foundation model for advanced radiomics and AI-driven medical imaging analysis 1-Jan-2025 Zedda, L.; Loddo, A.; Di Ruberto, C. COMPUTERS IN BIOLOGY AND MEDICINE -
3D-NASE: a novel 3D CT nasal attention-based segmentation ensemble 1-Jan-2025 Pani, A.; Zedda, L.; Mura, D. A.; Loddo, A.; Di Ruberto, C. JOURNAL OF IMAGING -
CRDet: An artificial intelligence-based framework for automated cheese ripeness assessment from digital images 1-Jan-2025 Perniciano, Alessandra; Zedda, Luca; Di Ruberto, Cecilia; Pes, Barbara; Loddo, Andrea IEEE/CAA JOURNAL OF AUTOMATICA SINICA -
Test-Time Augmentation for Cross-Domain Leukocyte Classification via OOD Filtering and Self-Ensembling 1-Jan-2025 Putzu, L.; Loddo, A.; Di Ruberto, C. JOURNAL OF IMAGING -
Advancements in radiomics: A comprehensive survey of feature types and their correlation on modalities and regions 1-Jan-2025 Zedda, L.; Loddo, A.; Di Ruberto, C. NEUROCOMPUTING -
Distributed collaborative machine learning in real-world application scenario: A white blood cell subtypes classification case study 1-Jan-2025 Putzu, L.; Porcu, S.; Loddo, A. IMAGE AND VISION COMPUTING -
YOLO-Tryppa: A Novel YOLO-Based Approach for Rapid and Accurate Detection of Small Trypanosoma Parasites 1-Jan-2025 Mura, D. A.; Zedda, L.; Loddo, A.; Di Ruberto, C. JOURNAL OF IMAGING -
Training and benchmarking leukocyte sub-types classification methods with synthetic images 1-Jan-2025 Zedda, Luca; Putzu, Lorenzo; Loddo, Andrea; Di Ruberto, Cecilia - Springer
From user preferences to optimization constraints using large language models 1-Jan-2025 Sanguinetti, Manuela; Perniciano, Alessandra; Zedda, Luca; Loddo, Andrea; Di Ruberto, Cecilia; Atzori, Maurizio - -
A comparative analysis of image descriptors for histopathological classification of gastric cancer 1-Jan-2025 Usai, Marco; Loddo, Andrea; Perniciano, Alessandra; Atzori, Maurizio; Di Ruberto, Cecilia - -
Exploring the Dataset Landscape for Automated Propaganda Detection: A Data-Centric Insight 1-Jan-2025 Usai, M.; Mura, D. A.; Loddo, A.; Sanguinetti, M.; Zedda, L.; Di Ruberto, C.; Atzori, M. - CEUR-WS
Is it fake or not? A comprehensive approach for multimodal fake news detection 1-Jan-2025 Mura, D. A.; Usai, M.; Loddo, A.; Sanguinetti, M.; Zedda, L.; Di Ruberto, C.; Atzori, M. ONLINE SOCIAL NETWORKS AND MEDIA -
SAMMI: Segment Anything Model for Malaria Identification 1-Jan-2024 Zedda, L.; Loddo, A.; Di Ruberto, C. - Science and Technology Publications, Lda
Gastric Cancer Image Classification: A Comparative Analysis and Feature Fusion Strategies 1-Jan-2024 Loddo, A.; Usai, M.; Di Ruberto, C. JOURNAL OF IMAGING -
MTANet: Multi-Type Attention Ensemble for Malaria Parasite Detection 1-Jan-2024 Zedda, L.; Loddo, A.; Di Ruberto, C. - Springer Science and Business Media
A deep architecture based on attention mechanisms for effective end-to-end detection of early and mature malaria parasites 1-Jan-2024 Zedda, L.; Loddo, A.; Di Ruberto, C. BIOMEDICAL SIGNAL PROCESSING AND CONTROL -
Understanding cheese ripeness: An artificial intelligence-based approach for hierarchical classification 1-Jan-2024 Zedda, L.; Perniciano, A.; Loddo, A.; Di Ruberto, C. KNOWLEDGE-BASED SYSTEMS -
Snarci at SemEval-2024 Task 4: Themis Model for Binary Classification of Memes 1-Jan-2024 Zedda, Luca; Perniciano, Alessandra; Loddo, Andrea; Di Ruberto, Cecilia; Sanguinetti, Manuela; Atzori, Maurizio - Association for Computational Linguistics
2nd Workshop on Maritime Computer Vision (MaCVi) 2024: Challenge Results 1-Jan-2024 Kiefer, B.; Zust, L.; Kristan, M.; Pers, J.; Tersek, M.; Wiliem, A.; Messmer, M.; Yang, C. -Y.; Huang, H. -W.; Jiang, Z.; Kuo, H. -C.; Mei, J.; Hwang, J. -N.; Stadler, D.; Sommer, L.; Huang, K.; Zheng, A.; Chong, W.; Lertniphonphan, K.; Xie, J.; Chen, F.; Li, J.; Wang, Z.; Zedda, L.; Loddo, A.; Di Ruberto, C.; Vu, T. -A.; Nguyen-Truong, H.; Ha, T. -S.; Pham, Q. -D.; Yeung, S. -K.; Feng, Y.; Thien, N. T.; Tian, L.; Kuan, S. -Y.; Ho, Y. -H.; Rodriguez, A. B.; Carrillo-Perez, B.; Klein, A.; Alex, A.; Steiniger, Y.; Sattler, F.; Solano-Carrillo, E.; Fabijanic, M.; Sumunec, M.; Kapetanovic, N.; Michel, A.; Gross, W.; Weinmann, M. - Institute of Electrical and Electronics Engineers, IEEE
Insights into radiomics: impact of feature selection and classification 1-Jan-2024 Perniciano, Alessandra; Loddo, Andrea; Di Ruberto, Cecilia; Pes, Barbara MULTIMEDIA TOOLS AND APPLICATIONS -
Federated Learning for Enhanced Cell Nuclei Segmentation in Histopathological Images 1-Jan-2024 Usai, Marco; Loddo, Andrea; Putzu, Lorenzo; Ruberto, Cecilia Di - IEEE
An Anomaly Detection Approach to Determine Optimal Cutting Time in Cheese Formation 1-Jan-2024 Loddo, A.; Ghiani, D.; Perniciano, A.; Zedda, L.; Pes, B.; Di Ruberto, C. INFORMATION -
FIRESTART: Fire Ignition Recognition with Enhanced Smoothing Techniques and Real-Time Tracking 1-Jan-2024 Zedda, L.; Loddo, A.; Di Ruberto, C. - Springer Science and Business Media
Specialise to Generalise: The Person Re-identification Case 1-Jan-2023 Putzu, L.; Loddo, A.; Delussu, R.; Fumera, G. - -
Hierarchical Pretrained Backbone Vision Transformer for Image Classification in Histopathology 1-Jan-2023 Zedda, L.; Loddo, A.; Di Ruberto, C. - Springer
1stWorkshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results 1-Jan-2023 Kiefer, B.; Kristan, M.; Pers, J.; Zust, L.; Poiesi, F.; De Alcantara Andrade, F. A.; Bernardino, A.; Dawkins, M.; Raitoharju, J.; Quan, Y.; Atmaca, A.; Hofer, T.; Zhang, Q.; Xu, Y.; Zhang, J.; Tao, D.; Sommer, L.; Spraul, R.; Zhao, H.; Zhang, H.; Zhao, Y.; Augustin, J. L.; Jeon, E. -I.; Lee, I.; Zedda, L.; Loddo, A.; Di Ruberto, C.; Verma, S.; Gupta, S.; Muralidhara, S.; Hegde, N.; Xing, D.; Evangeliou, N.; Tzes, A.; Bartl, V.; Spanhel, J.; Herout, A.; Bhowmik, N.; Breckon, T. P.; Kundargi, S.; Anvekar, T.; Tabib, R. A.; Mudengudi, U.; Vats, A.; Song, Y.; Liu, D.; Li, Y.; Li, S.; Tan, C.; Lan, L.; Somers, V.; De Vleeschouwer, C.; Alahi, A.; Huang, H. -W.; Yang, C. -Y.; Hwang, J. -N.; Kim, P. -K.; Kim, K.; Lee, K.; Jiang, S.; Li, H.; Ziqiang, Z.; Vu, T. -A.; Nguyen-Truong, H.; Yeung, S. -K.; Jia, Z.; Yang, S.; Hsu, C. -C.; Hou, X. -Y.; Jhang, Y. -A.; Yang, S.; Yang, M. -T. - IEEE COMPUTER SOC
TECD: A Transformer Encoder Convolutional Decoder for High-Dimensional Biomedical Data 1-Jan-2023 Zedda, L.; Perniciano, A.; Loddo, A.; Pes, B. - SPRINGER INTERNATIONAL PUBLISHING AG
YOLO-PAM: Parasite-Attention-Based Model for Efficient Malaria Detection 1-Jan-2023 Zedda, L.; Loddo, A.; Di Ruberto, C. JOURNAL OF IMAGING -
On The Potential of Image Moments for Medical Diagnosis 1-Jan-2023 Di Ruberto, C.; Loddo, A.; Putzu, L. JOURNAL OF IMAGING -
An effective and friendly tool for seed image analysis 1-Jan-2022 Loddo, A.; Di Ruberto, C.; Vale, A. M. P. G.; Ucchesu, M.; Soares, J. M.; Bacchetta, G. THE VISUAL COMPUTER -
Using Artificial Intelligence for COVID-19 Detection in Blood Exams: A Comparative Analysis 1-Jan-2022 Loddo, A.; Meloni, G.; Pes, B. IEEE ACCESS -
Special Issue on Image Processing Techniques for Biomedical Applications 1-Jan-2022 Di Ruberto, C.; Loddo, A.; Putzu, L. APPLIED SCIENCES -
Automatic Monitoring Cheese Ripeness Using Computer Vision and Artificial Intelligence 1-Jan-2022 Loddo, A.; Di Ruberto, C.; Armano, G.; Manconi, A. IEEE ACCESS -
A Combination of Visual and Temporal Trajectory Features for Cognitive Assessment in Smart Home 1-Jan-2022 Zolfaghari, S.; Loddo, A.; Pes, B.; Riboni, D. - -
A Shallow Learning Investigation for COVID-19 Classification 1-Jan-2022 Zedda, L.; Loddo, A.; Di Ruberto, C. - Springer
On the Reliability of CNNs in Clinical Practice: A Computer-Aided Diagnosis System Case Study 1-Jan-2022 Loddo, Andrea; Putzu, Lorenzo APPLIED SCIENCES -
Deep learning based pipelines for Alzheimer's disease diagnosis: A comparative study and a novel deep-ensemble method 1-Jan-2022 Loddo, A.; Buttau, S.; Di Ruberto, C. COMPUTERS IN BIOLOGY AND MEDICINE -
Showing results 1 to 50 of 74
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