Pubblicazioni

StackFBAs: Detection of fetal brain abnormalities using CNN with stacking strategy from MRI images

2023 - MAGALAT GAMÊ¼AT AL-MALIK SAUD: ULM AL-HASIB WA AL-MAÊ¼LUMAT

Chowdhury, A. A.; Hasan Mahmud, S. M.; Shahjalal Hoque, K. K.; Ahmed, K.; Bui, F. M.; Lio, P.; Moni, M. A.; Al-Zahrani, F. A.

A probabilistic re-intepretation of confidence scores in multi-exit models

2022 - ENTROPY

Pomponi, J.; Scardapane, S.; Uncini, A.

Identification of glomerulosclerosis using IBM Watson and shallow neural networks

2022 - JN. JOURNAL OF NEPHROLOGY

Pesce, Francesco; Albanese, Federica; Mallardi, Davide; Rossini, Michele; Pasculli, Giuseppe; Suavo-Bulzis, Paola; Granata, Antonio; Brunetti, Antonio; Cascarano, Giacomo Donato; Bevilacqua, Vitoantonio; Gesualdo, Loreto

Deep Learning Methods for Network Biology

2022 - Deep Learning In Biology and Medicine

Madeddu, Lorenzo; Stilo, Giovanni

3D hand pose and shape estimation from RGB images for keypoint-based hand gesture recognition

2022 - PATTERN RECOGNITION

Avola, D.; Cinque, L.; Fagioli, A.; Foresti, G. L.; Fragomeni, A.; Pannone, D.

Study on Transfer Learning Capabilities for Pneumonia Classification in Chest-X-Rays Images

2022 - COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Avola, D.; Bacciu, A.; Cinque, L.; Fagioli, A.; Marini, M. R.; Taiello, R.

Medicinal Boxes Recognition on a Deep Transfer Learning Augmented Reality Mobile Application

2022 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Avola, D.; Cinque, L.; Fagioli, A.; Foresti, G. L.; Marini, M. R.; Mecca, A.; Pannone, D.

Analyzing EEG Data with Machine and Deep Learning: A Benchmark

2022 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Avola, D.; Cascio, M.; Cinque, L.; Fagioli, A.; Foresti, G. L.; Marini, M. R.; Pannone, D.

A narrative review on current imaging applications of artificial intelligence and radiomics in oncology: focus on the three most common cancers

2022 - LA RADIOLOGIA MEDICA

Vicini, Simone; Bortolotto, Chandra; Rengo, Marco; Ballerini, Daniela; Bellini, Davide; Carbone, Iacopo; Preda, Lorenzo; Laghi, Andrea; Coppola, Francesca; Faggioni, Lorenzo

Ensemble deep-learning-based prognostic and prediction for recurrence of sporadic odontogenic keratocysts on hematoxylin and eosin stained pathological images of incisional biopsies

2022 - JOURNAL OF PERSONALIZED MEDICINE

Rao, R. S.; Shivanna, D. B.; Lakshminarayana, S.; Mahadevpur, K. S.; Alhazmi, Y. A.; Bakri, M. M. H.; Alharbi, H. S.; Alzahrani, K. J.; Alsharif, K. F.; Banjer, H. J.; Alnfiai, M. M.; Reda, R.; Patil, S.; Testarelli, L.

On the efficiency of machine learning for fatigue assessment of post-processed additively manufactured AlSi10Mg

2022 - INTERNATIONAL JOURNAL OF FATIGUE

Maleki, E.; Bagherifard, S.; Razavi, S. M. J.; Bandini, M.; du Plessis, A.; Berto, Filippo; Guagliano, M.

A Weighted Average Consensus Approach for Decentralized Federated Learning

2022 - MACHINE INTELLIGENCE RESEARCH

Giuseppi, A.; Manfredi, S.; Pietrabissa, A.

A novel GAN-based anomaly Detection and localization method for aerial video surveillance at low altitude

2022 - REMOTE SENSING

Avola, D.; Cannistraci, I.; Cascio, M.; Cinque, L.; Diko, A.; Fagioli, A.; Foresti, G. L.; Lanzino, R.; Mancini, M.; Mecca, A.; Pannone, D.

Real-time monocular depth estimation on embedded devices: challenges and performances in terrestrial and underwater scenarios

2022 - IEEE International Workshop on Metrology for the Sea

Papa, Lorenzo; Russo, Paolo; Amerini, Irene

Efficient and Refined Deep Convolutional Features Network for the Crack Segmentation of Solar Cell Electroluminescence Images

2022 - IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING

Wang, C.; Chen, H.; Zhao, S.; Rahman, M. R. U.

Ricerc@Sapienza

Pubblicazioni

StackFBAs: Detection of fetal brain abnormalities using CNN with stacking strategy from MRI images

A probabilistic re-intepretation of confidence scores in multi-exit models

Identification of glomerulosclerosis using IBM Watson and shallow neural networks

Deep Learning Methods for Network Biology

3D hand pose and shape estimation from RGB images for keypoint-based hand gesture recognition

Study on Transfer Learning Capabilities for Pneumonia Classification in Chest-X-Rays Images

Medicinal Boxes Recognition on a Deep Transfer Learning Augmented Reality Mobile Application

Analyzing EEG Data with Machine and Deep Learning: A Benchmark

A narrative review on current imaging applications of artificial intelligence and radiomics in oncology: focus on the three most common cancers

Ensemble deep-learning-based prognostic and prediction for recurrence of sporadic odontogenic keratocysts on hematoxylin and eosin stained pathological images of incisional biopsies

On the efficiency of machine learning for fatigue assessment of post-processed additively manufactured AlSi10Mg

A Weighted Average Consensus Approach for Decentralized Federated Learning

A novel GAN-based anomaly Detection and localization method for aerial video surveillance at low altitude

Real-time monocular depth estimation on embedded devices: challenges and performances in terrestrial and underwater scenarios

A price-aware dynamic decision system in energy communities

3DCD: a new dataset for 2d and 3d change detection using deep learning techniques

Deep learning for laboratory earthquake prediction and autoregressive forecasting of fault zone stress

Deep learning for laboratory earthquake prediction and autoregressive forecasting of fault zone stress

MaleficNet: Hiding Malware intoÂ Deep Neural Networks Using Spread-Spectrum Channel Coding

Efficient and Refined Deep Convolutional Features Network for the Crack Segmentation of Solar Cell Electroluminescence Images

Deep learning hybrid techniques for brain tumor segmentation

Evaluation of Disability Progression in Multiple Sclerosis via Magnetic-Resonance-Based Deep Learning Techniques

Deep Learning for Chondrogenic Tumor Classification through Wavelet Transform of Raman Spectra

DOES: A Deep Learning-Based Approach to Estimate Roll and Pitch at Sea

Deep Learning-Based Assessment of Facial Periodic Affect in Work-Like Settings