Leveraging AI for signal and image analysis in medicine and health.

Danila Germanese https://orcid.org/0000-0002-7814-5280 https://www.wikidata.org/entity/Q92826302 Marco Cafiso Andrea Carboni Claudia Caudai Sara Colantonio Francesco Conti 0004 Mario D'Acunto Said Daoudagh Giulio Del Corso Danila Germanese Giacomo Ignesti Gianmarco Lazzini Giuseppe Riccardo Leone Massimo Magrini Davide Moroni Francesca Pardini Maria Antonietta Pascali Paolo Paradisi Federico Volpini Leveraging AI for signal and image analysis in medicine and health. 2025 Ital-IA https://ceur-ws.org/Vol-4121/Ital-IA_2025_paper_67.pdf conf/ital-ia/2025 db/conf/ital-ia/ital-ia2025.html#CafisoCCCCDDCGILLMMPPPV25 streams/conf/ital-ia

Giulio Del Corso Danila Germanese Claudia Caudai Giada Anastasi Paolo Belli Alessia Formica Alberto Nicolucci Simone Palma Maria Antonietta Pascali Stefania Pieroni Charlotte Trombadori Sara Colantonio Michela Franchini Sabrina Molinaro Adaptive Machine Learning Approach for Importance Evaluation of Multimodal Breast Cancer Radiomic Features. 1642-1651 2024 37 J. Imaging Inform. Medicine 4 https://doi.org/10.1007/s10278-024-01064-3 db/journals/jdi/jdi37.html#CorsoGCABFNPPPTCFM24 streams/journals/jdi

Giulio Del Corso Danila Germanese Maria Antonietta Pascali Serena Bardelli Armando Cuttano Fabrizia Festante Andrea Guzzetta Lucia Rocchitelli Sara Colantonio Facial Landmark Identification and Data Preparation Can Significantly Improve the Extraction of Newborns' Facial Features. 1-7 2024 FG https://doi.org/10.1109/FG59268.2024.10581971 conf/fgr/2024 db/conf/fgr/fg2024.html#CorsoGPBCFGRC24 Giulio Del Corso Eva Pachetti Rossana Buongiorno Ana Carolina Rodrigues Danila Germanese Maria Antonietta Pascali José G. de Almeida Nuno Miguel Rodrigues Manolis Tsiknakis Nickolas Papanikolaou 0003 Daniele Regge Kostas Marias ProCAncer-I Consortium Sara Colantonio Radiomics-Based Reliable Predictions of Side Effects After Radiotherapy for Prostate Cancer. 1-4 2024 ISBI https://doi.org/10.1109/ISBI56570.2024.10635233 conf/isbi/2024 db/conf/isbi/isbi2024.html#CorsoPBRGPARTPRMCC24 streams/conf/isbi Andrea Berti Rossana Buongiorno Gianluca Carloni Claudia Caudai Francesco Conti 0004 Giulio Del Corso Danila Germanese Davide Moroni Eva Pachetti Maria Antonietta Pascali Sara Colantonio From Covid-19 detection to cancer grading: how medical-AI is boosting clinical diagnostics and may improve treatment. 372-377 2024 Ital-IA https://ceur-ws.org/Vol-3762/573.pdf conf/ital-ia/2024 db/conf/ital-ia/ital-ia2024.html#BertiBCC0CGMPPC24 Sara Colantonio Andrea Berti Gianluca Carloni Claudia Caudai Giulio Del Corso Danila Germanese Eva Pachetti Maria Antonietta Pascali Varvara Kalokyri Haridimos Kondylakis Charalampos Kalantzopoulos Nikolaos S. Tachos Dimitris I. Fotiadis Valentina Giannini Simone Mazzetti Daniele Regge Nickolas Papanikolaou 0003 Konstantinos Marias Manolis Tsiknakis Data and System Traceability for Transparent AI in Medical Imaging. 615-623 2024 SEBD https://ceur-ws.org/Vol-3741/paper79.pdf conf/sebd/2024 db/conf/sebd/sebd2024.html#ColantonioBCCCG24

Danila Germanese Sara Colantonio Marco Del Coco Pierluigi Carcagnì Marco Leo Computer Vision Tasks for Ambient Intelligence in Children's Health. 548 2023 14 Inf. 10 https://doi.org/10.3390/info14100548 db/journals/information/information14.html#GermaneseCCCL23

Rossana Buongiorno Giulio Del Corso Danila Germanese Leonardo Colligiani Lorenzo Python Chiara Romei Sara Colantonio Enhancing COVID-19 CT Image Segmentation: A Comparative Study of Attention and Recurrence in UNet Models. 283 2023 9 J. Imaging 12 https://doi.org/10.3390/jimaging9120283 db/journals/jimaging/jimaging9.html#BuongiornoCGCPRC23

Andrea Berti Rossana Buongiorno Gianluca Carloni Claudia Caudai Giulio Del Corso Danila Germanese Eva Pachetti Maria Antonietta Pascali Sara Colantonio Exploring the potentials and challenges of Artificial Intelligence in supporting clinical diagnostics and remote assistance for the health and well-being of individuals. 146-153 2023 Ital-IA https://ceur-ws.org/Vol-3486/110.pdf conf/ital-ia/2023 db/conf/ital-ia/ital-ia2023.html#BertiBCCCGPPC23

Slavisa Aleksic Michael Atanasov Jean Calleja-Agius Kenneth P. Camilleri Anto Cartolovni Pau Climent-Pérez Sara Colantonio Stefania Cristina Vladimir Despotovic Hazim Kemal Ekenel Mustafa Ekrem Erakin Francisco Flórez-Revuelta Danila Germanese Nicole Grech Steinunn Gróa Sigurðardóttir Murat Emirzeoglu Ivo Iliev Mladjan Jovanovic Martin Kampel William Kearns Andrzej Klimczuk Lambros Lambrinos Jennifer Lumetzberger Wiktor Mucha Sophie Noiret Zada Pajalic Rodrigo Rodriguez Peerez Galidiya Petrova Sintija Petrovica Peter Pocta Angelica Poli Mara Pudane Susanna Spinsante Albert Ali Salah María J. Santofimia Anna Sigridur Islind Lacramioara Stoicu-Tivadar Hilda Tellioglu Andrej Zgank State of the Art of Audio- and Video-Based Solutions for AAL. 2022 abs/2207.01487 CoRR https://doi.org/10.48550/arXiv.2207.01487 db/journals/corr/corr2207.html#abs-2207-01487

Sara Colantonio Antonio Salvati Claudia Caudai Ferruccio Bonino Laura De Rosa Maria Antonietta Pascali Danila Germanese Maurizia Rossana Brunetto Francesco Faita A Deep Learning Approach for Hepatic Steatosis Estimation from Ultrasound Imaging. 703-714 2021 ICCCI (CCIS Volume) https://doi.org/10.1007/978-3-030-88113-9_57 conf/iccci/2021ccis db/conf/iccci/iccci2021ccis.html#ColantonioSCBRP21

Manlio Bacco Paolo Barsocchi Pietro Cassarà Danila Germanese Alberto Gotta Giuseppe Riccardo Leone Davide Moroni Maria Antonietta Pascali Marco Tampucci Monitoring Ancient Buildings: Real Deployment of an IoT System Enhanced by UAVs and Virtual Reality. 50131-50148 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.2980359 db/journals/access/access8.html#BaccoBCGGLMPT20

Rossana Buongiorno Danila Germanese Chiara Romei Laura Tavanti Annalisa De Liperi Sara Colantonio UIP-Net: A Decoder-Encoder CNN for the Detection and Quantification of Usual Interstitial Pneumoniae Pattern in Lung CT Scan Images. 389-405 2020 ICPR Workshops (1) https://doi.org/10.1007/978-3-030-68763-2_30 conf/icpr/2020w1 db/conf/icpr/icpr2020w1.html#BuongiornoGRTLC20

Danila Germanese Sara Colantonio Mario D'Acunto Veronica Romagnoli Antonio Salvati Maurizia Brunetto An E-Nose for the Monitoring of Severe Liver Impairment: A Preliminary Study. 3656 2019 19 Sensors 17 https://doi.org/10.3390/s19173656 https://www.wikidata.org/entity/Q92826306 db/journals/sensors/sensors19.html#GermaneseCDRSB19

Danila Germanese Maria Antonietta Pascali Andrea Berton Giuseppe Riccardo Leone Bushra Jalil Davide Moroni Ovidio Salvetti Marco Tampucci A preliminary study for a marker-based crack monitoring in ancient structures. 23:1-23:5 2019 APPIS https://doi.org/10.1145/3309772.3309795 conf/appis/2019 db/conf/appis/appis2019.html#GermanesePBLJMS19 Danila Germanese Elena Bertelli Simone Agostini Laura Mercatelli Sara Colantonio Vittorio Miele Maria Antonietta Pascali Claudia Caudai Nicola Zoppetti Roberto Carpi Andrea Barucci 0001 Radiomics to Predict Prostate CancerAggressiveness: A Preliminary Study. 972-976 2019 BIBE https://doi.org/10.1109/BIBE.2019.00181 conf/bibe/2019 db/conf/bibe/bibe2019.html#GermaneseBAMCMP19 Danila Germanese Sara Colantonio Claudia Caudai Maria Antonietta Pascali Andrea Barucci 0001 Nicola Zoppetti Simone Agostini Elena Bertelli Laura Mercatelli Vittorio Miele Roberto Carpi May Radiomic Data Predict Prostate Cancer Aggressiveness? 65-75 2019 CAIP Workshops https://doi.org/10.1007/978-3-030-29930-9_7 conf/caip/2019w db/conf/caip/caip2019w.html#GermaneseCCP0ZA19 Danila Germanese Maria Antonietta Pascali Andrea Berton Giuseppe Riccardo Leone Davide Moroni Bushra Jalil Marco Tampucci Antonio Benassi Architectural Heritage: 3D Documentation and Structural Monitoring Using UAV. 1-12 2019 VIPERC@IRCDL https://ceur-ws.org/Vol-2320/paper4.pdf conf/ircdl/2019viperc db/conf/ircdl/viperc2019.html#GermanesePBLMJT19 Danila Germanese Sara Colantonio Mario D'Acunto Maurizia Brunetto Veronica Romagnoli Antonio Salvati Towards Chronic Liver Dysfunction Self-monitoring: a Proof-of-Concept Study. 1107-1112 2019 ISCC https://doi.org/10.1109/ISCC47284.2019.8969605 conf/iscc/2019 db/conf/iscc/iscc2019.html#GermaneseCDBRS19

Sara Colantonio Andrea Barucci 0001 Danila Germanese Radiomics to Support Precision Medicine in Oncology. 2019 2019 ERCIM News 118 https://ercim-news.ercim.eu/en118/special/radiomics-to-support-precision-medicine-in-oncology db/journals/ercim/ercim2019.html#Colantonio0G19

Danila Germanese A portable, intelligent, customizable device for human breath analysis. University of Pisa, Italy 2018 https://opac.bncf.firenze.sbn.it/bncf-prod/resource?uri=TD20017582

Danila Germanese Giuseppe Riccardo Leone Davide Moroni Maria Antonietta Pascali Marco Tampucci Long-Term Monitoring of Crack Patterns in Historic Structures Using UAVs and Planar Markers: A Preliminary Study. 99 2018 4 J. Imaging 8 https://doi.org/10.3390/jimaging4080099 db/journals/jimaging/jimaging4.html#GermaneseLMPT18

Danila Germanese Giuseppe Riccardo Leone Davide Moroni Maria Antonietta Pascali Marco Tampucci Towards Structural Monitoring and 3D Documentation of Architectural Heritage Using UAV. 332-342 2018 MISSI https://doi.org/10.1007/978-3-319-98678-4_34 conf/missi/2018 db/conf/missi/missi2018.html#GermaneseLMPT18

Pedro Henríquez Bogdan J. Matuszewski Yasmina Andreu Luca Bastiani Sara Colantonio Giuseppe Coppini Mario D'Acunto Riccardo Favilla Danila Germanese Daniela Giorgi Paolo Marraccini Massimo Martinelli Maria-Aurora Morales Maria Antonietta Pascali Marco Righi Ovidio Salvetti Marcus Larsson Tomas Strömberg Lise Randeberg Asgeir Bjorgan Giorgos A. Giannakakis Matthew Pediaditis Franco Chiarugi Eirini Christinaki Kostas Marias Manolis Tsiknakis Mirror Mirror on the Wall... An Unobtrusive Intelligent Multisensory Mirror for Well-Being Status Self-Assessment and Visualization. 1467-1481 2017 19 IEEE Trans. Multim. 7 https://doi.org/10.1109/TMM.2017.2666545 db/journals/tmm/tmm19.html#HenriquezMABCCD17

Danila Germanese Marco Righi Antonio Benassi Mario D'Acunto Giuseppe Riccardo Leone Massimo Magrini Paolo Paradisi Dario Puppi Ovidio Salvetti A Low Cost, Portable Device for Breath Analysis and Self-monitoring, the Wize Sniffer. 51-57 2015 ApplePies https://doi.org/10.1007/978-3-319-47913-2_7 https://www.wikidata.org/entity/Q63991059 conf/applepies/2015 db/conf/applepies/applepies2015.html#GermaneseRBDLMP15 Yasmina Andreu Cabedo Pedro Castellano Sara Colantonio Giuseppe Coppini Riccardo Favilla Danila Germanese Giorgos A. Giannakakis Daniela Giorgi Marcus Larsson Paolo Marraccini Massimo Martinelli Bogdan J. Matuszewski Matijia Milanic Maria Antonietta Pascali Matthew Pediaditis Giovanni Raccichini Lise Randeberg Ovidio Salvetti Tomas Strömberg Mirror mirror on the wall... An intelligent multisensory mirror for well-being self-assessment. 1-6 2015 ICME https://doi.org/10.1109/ICME.2015.7177468 https://doi.ieeecomputersociety.org/10.1109/ICME.2015.7177468 conf/icmcs/2015 db/conf/icmcs/icme2015.html#CabedoCCCFGGGLM15 Sara Colantonio Danila Germanese Davide Moroni Daniela Giorgi Maria Antonietta Pascali Marco Righi Giuseppe Coppini Maria-Aurora Morales Franco Chiarugi Matthew Pediaditis Marcus Larsson Tomas Strömberg Pedro Henríquez Bogdan J. Matuszewski Matijia Milanic Lise Randeberg Semeoticons - reading the face code of cardio-metabolic risk. 1-5 2015 IWCIM https://doi.org/10.1109/IWCIM.2015.7347092 conf/muscle/2015 db/conf/muscle/iwcim2015.html#ColantonioGMGPR15 Mario D'Acunto Antonio Benassi Federica Chiellini Danila Germanese Randa Ishak Massimo Magrini Emanuele Pagliei Paolo Paradisi Marco Righi Ovidio Salvetti Wize Sniffer - A New Portable Device Designed for Selective Olfaction. 577-582 2014 HEALTHINF https://doi.org/10.5220/0004938605770582 conf/biostec/2014hi db/conf/biostec/healthinf2014.html#DAcuntoBCGIMPPRS14 Simone Agostini Slavisa Aleksic José G. de Almeida Giada Anastasi Yasmina AndreuYasmina Andreu Cabedo Michael Atanasov Manlio Bacco Serena Bardelli Paolo Barsocchi Andrea Barucci 0001 Luca Bastiani Paolo Belli Antonio Benassi Elena Bertelli Andrea Berti Andrea Berton Asgeir Bjorgan Ferruccio Bonino Maurizia Brunetto Maurizia Rossana Brunetto Rossana Buongiorno Marco Cafiso Jean Calleja-Agius Kenneth P. Camilleri Andrea Carboni Pierluigi Carcagnì Gianluca Carloni Roberto Carpi Anto Cartolovni Pietro Cassarà Pedro Castellano Claudia Caudai Franco Chiarugi Federica Chiellini Eirini Christinaki Pau Climent-Pérez Marco Del Coco Sara Colantonio Leonardo Colligiani ProCAncer-I Consortium Francesco Conti 0004 Giuseppe Coppini Giulio Del Corso Stefania Cristina Armando Cuttano Mario D'Acunto Said Daoudagh Vladimir Despotovic Hazim Kemal Ekenel Murat Emirzeoglu Mustafa Ekrem Erakin Francesco Faita Riccardo Favilla Fabrizia Festante Francisco Flórez-Revuelta Alessia Formica Dimitrios I. FotiadisDimitris I. Fotiadis Michela Franchini Giorgos A. Giannakakis Valentina Giannini Daniela Giorgi Alberto Gotta Nicole Grech Andrea Guzzetta Pedro Henríquez Giacomo Ignesti Ivo Iliev Randa Ishak Anna Sigridur Islind Bushra Jalil Mladjan Jovanovic Charalampos Kalantzopoulos Varvara Kalokyri Martin Kampel William Kearns Andrzej Klimczuk Haridimos Kondylakis Lambros Lambrinos Marcus Larsson Gianmarco Lazzini Marco Leo Giuseppe Riccardo Leone Annalisa De Liperi Jennifer Lumetzberger Massimo Magrini Kostas MariasKonstantinos Marias Paolo Marraccini Massimo Martinelli Bogdan J. Matuszewski Simone Mazzetti Laura Mercatelli Vittorio Miele Matija MilanicMatijia Milanic Sabrina Molinaro Maria-Aurora Morales Davide Moroni Wiktor Mucha Alberto Nicolucci Sophie Noiret Eva Pachetti Emanuele Pagliei Zada Pajalic Simone Palma Nikolaos Papanikolaou 0003Nickolas Papanikolaou 0003 Paolo Paradisi Francesca Pardini Maria Antonietta Pascali Matthew Pediaditis Rodrigo Rodriguez Peerez Galidiya Petrova Sintija Petrovica Stefania Pieroni Peter Pocta Angelica Poli Dario Puppi Lorenzo Python Giovanni Raccichini Lise Randeberg Daniele Regge Marco Righi Lucia Rocchitelli Ana Rodrigues 0007Ana Carolina Rodrigues Nuno Miguel Rodrigues Veronica Romagnoli Mara RomanovskaMara Pudane Chiara Romei Laura De Rosa Albert Ali Salah Antonio Salvati Ovidio Salvetti María J. Santofimia Steinunn Gróa Sigurðardóttir Susanna Spinsante Lacramioara Stoicu-Tivadar Tomas Strömberg Nikolaos S. Tachos Marco Tampucci Laura Tavanti Hilda Tellioglu Charlotte Trombadori Manolis Tsiknakis Federico Volpini Andrej Zgank Nicola Zoppetti