Massimo Martinelli: Selezione di pubblicazioni (Selected Publications)

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Selected Pubblications

2024

Reggiannini M., Salerno E., Bacciu C., D'Errrico A., Lo Duca A., Marchetti A., Martinelli M., Righi M., Tampucci M.,Mercurio C., Di Paola C. Remote Sensing for Maritime Traffic Understanding

2023

Ignesti G., Deri C., D’Angelo G., Pratali L., Bruno A., Benassi A., Salvetti O., Moroni D. and Martinelli M. Deep learning methods for point-of-care ultrasound examination IEEE PRELUDE SITIS, November 8th, Bangkok, Thailand

Martino G., Moroni D. and Martinelli M. - Are We Using Autoencoders in a Wrong Way? - Arxiv Sep 4th 2023

Bruno A., Moroni D., Martinelli M. - Efficient Deep Learning Approach for Olive Disease Classification - AgriAI - FedCSIS IEEE DOI: 10.15439/2023F4794

Bruno A., Moroni D. and Martinelli M. - Efficient Adaptive Ensembling for Image Classification - Expert Sytems - Wiley, Arxiv

Bruno A., Moroni D. and Martinelli M. - Revisiting ensembling for improving the performance of deep learning models - Lecture Notes in Computer Science

Martinelli M., Moroni D., Prochazka A., Strojnik M. - Artificial intelligence in point of care diagnostics - editorial article Frontiers in Digital Health, Sec. Health Informatics Volume 5 - 2023 https://doi.org/10.3389/fdgth.2023.1236178

Bruno A., Ignesti G., Martinelli M. - Explaining Ensemble Models for Lung Ultrasound Classification - ERCIM News 134 (July 2023)

Bruno A., Ignesti G., Salvetti O., Moroni D., Martinelli M. - Efficient lung ultrasound classification Bioengineering

Bruno A., Caudai C., Leone G. R., Martinelli M., Moroni D., Crotti F. - Medical waste sorting: a computer vision approach for assisted primary sorting - IEEE ICASSPW

Recognition of weeds in cereals using AI architecture - Dainelli R., Martinelli M., Bruno A., Moroni D., Morelli S., Silvestri M., Ferrari E., Rocchi L., Toscano P. ECPA2023

Dainelli R., Martinelli M., Bruno A., Moroni D., Morelli S., Silvestri M., Ferrari E., Rocchi L., Toscano P. - A phenotyping weeds image dataset for open scientific research - Dataset

Dainelli R., Martinelli M., Bruno A., Moroni D., Morelli S., Silvestri M., Ferrari E., Toscano P. - Wheat weeds recognition using a tailored Artificial Intelligence architecture from an open phenotyping imagery and field conditions - ECPA 2023

2022

Ignesti G., Bruno A., Deri C., D'Angelo G., Bastiani L., Pratali L., Memmini S., Cicalini D., Dini A., Galesi G., Pardini F., Benassi O., Moroni D. and Martinelli M. - An intelligent platform of services based on multimedia understanding and telehealth for supporting the management of SARS-CoV-2 multi-pathological patients - IEEE International Conference on Signal-Image Technology & Internet-Based Systems

Bruno A., Moroni D. and Martinelli M. - Revisiting ensembling for improving the performance of deep learning models - 26TH International Conference on Pattern Recognition, 21-25 Aug, Montreal, Canada

Bruno A., Moroni D., Dainelli R., Rocchi L., Morelli S. , Ferrari E., Toscano P. and Martinelli M. - Improving Plant Disease Classification by Adaptive Minimal Ensembling - Frontiers in Artificial Intelligence doi: 10.3389/frai.2022.868926 -

Giacomo Ignesti, Antonio Bruno, Chiara Deri, Gennaro D'Angelo, Luca Bastiani, Lorenza Pratali, Silvia Memmini, Davide Cicalini, Alessandro Dini, Giulio Galesi, Marco Tampucci, Francesca Pardini, Davide Moroni and Massimo Martinelli - An intelligent platform of services based on multimedia understanding and telehealth for supporting the management of SARS-CoV-2 multi-pathological patients - 16th International Conference on SIGNAL IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS, Dijon, France – October 19-21

Bruno, A., Martinelli, M. & Moroni, D. Exploring Ensembling in Deep Learning. Pattern Recognit. Image Anal. 32, 519–521 (2022).

2021

Pecchio O. *, Martinelli M. *, , Lupi G. *, Giardini G., Caligiana L., Bonin S., Scalese M., Salvetti O., Moroni D. and Bastiani L - Acupuncture Effects on Cerebral Blood Flow during Normoxia and Normobaric Hypoxia: Results from a Prospective Crossover Pilot Study - Technologies

Bastiani L., Paolicchi F., Faggioni L., Martinelli M., Gerasia R., Martini C., Cornacchione P., Ceccarelli M., Chiappino D., Della Latta D., Negri J., Pertoldi D., Negro D., Nuzzi G., Rizzo V., Tamburrino P., Pozzessere C., Aringhieri G., Caramella D. - Patient Perceptions and Knowledge of Ionizing Radiation From Medical Imaging - Jama Network Open doi:10.1001/jamanetworkopen.2021.28561 - 13/10/2021

Agazzi G.C., Valoti P., Bastiani L.; Denoth F., Pratali L., D'Angelo G., Carrara B., Parigi G. B., Malannino M., Spinelli A., Calderoli A., Orizio L., Giardini G., Salvetti O., Moroni D., Martinelli M. and Mrakic Sposta S. - Mediterranean Diet Mitigates Acute Mountain Sickness - XIII World Congress on mountain medicine - ISMM2021 - Interlaken, Swiss

Mrakic-Sposta, S.,Gussoni, M.,Dellanoce, C.,Marzorati, M.,Montorsi, M.,Rasica, L.,Pratali, L.,D’Angelo, G.,Martinelli, M.,Bastiani, L.,Di Natale, L. Vezzoli, A. - Effects of Acute and Sub-Acute Hypobaric Hyypoxia on Oxidative Stress - A Field Study in the Alps. European Journal of Applied Physiology volume 121, doi: 10.1007/s00421-020-04527-x

2020

a.a.v.v Radiazioni Ionizzanti e Popolazione Generale - Radiazioni Ionizzanti e Popolazione Generale. Cosa sanno gli Italiani delle procedure radiologiche in Medicina - ISBN 978 88 8080 432 1

Bastiani L., Paolicchi F., Martinelli M., Gerasia R.- Radiazioni Ionizzanti e Popolazione Generale - RadIoPoGe CNR, Roma (Italia), - in fase di stampa - ISBN 978 88 8080 433 8

Martinelli M., Bastiani L., Moroni D., Mrakic-sposta S., Giardini G., Pratali L. - High altitude mountain telemedicine - Journal of telemedicine and telecare SAGE

Nacci A., Martinelli M., Bastiani L. - Reflux Symptom Index (RSI) and singing voice handicap index (SVHI) in singing students. A pilot study. Journal of Voice (accepted for publication 15/6/2020)

Nacci A., Bastiani L., Barillari M.R., Lechien J.R., Martinelli M., De Bortoli M., Berrettini S., and Fattori B. - Assessment and Diagnostic Accuracy Evaluation of the Reflux Symptom Index (RSI) Scale: Psychometric Properties using Optimal Scaling Techniques - Annals of Otology, Rhinology & Laryngology - DOI: 10.1177/0003489420930034

Agazzi G., Bastiani L., Pratali L., Valoti P., Carrara B., Parigi G. B., Malannino M., Spinelli A., Calderoli A., Orizio L., D'Angelo G., Giardini G., Moroni D., Sposta S. M., Martinelli M. - Le style de vie des montagnards - Quebec, Canada, 22-26/01/2020

2019

Jalil B.,Leone R., Martinelli M. , Moroni D., Pascali M.A., Berton A. - Fault detection in power equipment via an unmanned aerial system using multi modal data - Sensors (Volume 19, Issue 13)

D'Acunto M., Martinelli M., Davide M. - From Human Mesenchymal Stromal Cells to Osteosarcoma Cells Classification by Deep Learning - Journal of Intelligent & Fuzzy Systems on Collective Intelligent Information and Database Systems

Reggiannini M., Righi M., Tampucci M., Lo Duca A., Bacciu C., Bedini L., D'Errico A., Di Paola C., Marchetti A., Martinelli M., Mercurio C., Salerno E. and Zizi B. (2019) Remote Sensing for Maritime Prompt Monitoring in Journal of marine science and engineering

Jalil B.; Pascali M.A.; Leone G.R.; Martinelli M.; Moroni D.; Salvetti O.; Berton A. - Visible and infrared imaging based inspection of power installation - Pattern recognition and image analysis

2018

Martinelli M., Pratali L., Giardini G., La Monica D., Bastiani L.,Fosson J.P., Bonin S., Cugnetto M., Fiorini A,, Pernechele N., Ranfone M., Caligiana L., De la Pierre F., Stella JM., Salvetti O., Moroni D. - Telemedicine in Italian Mountain area: the e-Res@mont project - ISMM 2018 - Kathmandu, Nepal 21-24/11

Reggiannini M., Martinelli M., ..., A Software Platform for Maritime Monitoring and Prompt Target Characterization- Φ-week event ESA-ESRIN, 12-16 November 2018

Bastiani L., Marrucci E., Martinelli M., Fortunato L., Bonin S., Cugnetto M., Pernechele N., Ranfone M., Fiorini A., Collin N., Giardini G., Molinaro S., Pratali L. Cross-sectional and prospective study of the association between lifestyle, individual risk factors and Acute mountain sickness - ISMM 2018 - Kathmandu, Nepal 21-24/11

Cugnetto M., Bonin S., Giardini G., Collin N., Fiorini L. A., Pernechele N., Ranfone M., Martinelli M., Pratali L.- Teleconsulations in the Mountains: the Role of Nurses Expert in Mountain Medicine - ISMM 2018 - Kathmandu, Nepal 21-24/11

Martinelli M., Moroni D. - Volunteered Geographic Information for Enhanced Marine Environment Monitoring - Applied Sciences 2018, 8, 1743

D'acunto M., Martinelli M., Moroni D. - Deep Learning approach to Human Osteosarcoma Cell Detection and Classification - International Conference on Multimedia and Network Information Systems (MISSI) 2018, Wroclaw, Poland, Sep 12-14, 2018 - Advances in Intelligent Systems and Computing - Multimedia and Network Information Systems Springer pp 353-361

Jalil B., Pascali M.A., Leone R., Martinelli M., Moroni D. Salvetti O. - To identify hot spots in power lines using infrared and visible sensors - International Conference on Multimedia and Network Information Systems (MISSI) 2018, Wroclaw, Poland, Sep 12-14, 2018

Reggiannini M., Righi M., Tampucci M., Bedini L., Di Paola C., Martinelli M., Mercurio C., Salerno E. - Remote Sensing for Maritime Monitoring and Vessel Prompt Identification - International Conference on Multimedia and Network Information Systems (MISSI) 2018, Wroclaw, Poland, Sep 12-14, 2018

Jalil B.; Moroni D.; Pascali M.A.; Salvetti O.; Leone G.R.; Martinelli M; - Multimodal image analysis for power line inspection - ICPRAI 2018, Montréal, Canada, May 15, 2018

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