Using transfer learning and dimensionality reduction techniques to improve generalisability of machine-learning predictions of mosquito ages from mid-infrared spectra.

Francesco Baldini https://orcid.org/0000-0002-2689-5952 https://www.wikidata.org/entity/Q50696166 https://d-nb.info/gnd/141554177

Emmanuel P. Mwanga Doreen J. Siria Joshua Mitton Issa H. Mshani Mario González-Jiménez Prashanth Selvaraj Klaas Wynne Francesco Baldini Fredros O. Okumu Simon A. Babayan Using transfer learning and dimensionality reduction techniques to improve generalisability of machine-learning predictions of mosquito ages from mid-infrared spectra. 11 2023 24 BMC Bioinform. 1 https://doi.org/10.1186/s12859-022-05128-5 db/journals/bmcbi/bmcbi24.html#MwangaSMMGSWBOB23

Ester Catalano Raffaele Vallifuoco Francesco Arcadio Nunzio Cennamo Luigi Zeni Aldo Minardo Cosimo Trono Ambra Giannetti Francesco Baldini Sara Tombelli 3D Printed Flow-Cells for Brillouin-based Tapered Optical Fiber Biosensors. 212-216 2023 MetroInd4.0&IoT https://doi.org/10.1109/MetroInd4.0IoT57462.2023.10180162 conf/metroi/2023 db/conf/metroi/metroi2023.html#CatalanoVACZMTGBT23

Gaetano Maffongelli Nazario Bevilacqua Serena Vita Tommaso Ascoli Bartoli Angela Corpolongo Domenico Benvenuto Tiziana Chiriaco Giuseppe Spiga Sergio Ribaldi Valentina Zirretta Giuseppe Ippolito Francesco Nicola Lauria Francesco Vaia Emanuele Nicastri Andreoni Massimo Angelini Daniele Bertazzoni Giuliano Betti Antonio Bonfini Rita Casinelli Katia Caterini Luciano Cedrone Claudia Cipollone Lorena Cristofari Fabrizio Curti Simona Dal Piaz Rita Daniele Paolo Donati Ugo Fantoni Massimo Ferri Enrico Franceschi Francesco Gugliemelli Emanuele Iorio Monica Lapiccirella Paola Lazzaro Marco Lichtner Miriam Magnanti Massimo Mancini Flavio Manetti Luca Luigi Marchili Mauro Masella Alessandro Claudio Maria Mastroianni Mellacina Mario Miconi Roberto Mirante Enrico Nucera Paolo Paganelli Carla Pagnanelli Adolfo Petrolino Maria Piccolo Carlo Gaetano Pomes Michele Pugliese Francesco Rocco Ricciuto Giulio Maria Romanelli Antonio Filippo Ruggieri Maria Pia Saggese Maria Paola Sambuco Federica Sighieri Cinzia Soleo Flavio Susi Beniamino Timpone Sergio Travaglino Francesco Urbano Ettore Andrea Antinori Amina Abdeddaim Francesco Baldini Rita Bellagamba Evangelo Boumis Marta Camici Alessandro Capone Emanuela Caraffa Adriana Cataldo Stefano Cerilli Carlotta Cerva Pierangelo Chinello Stefania Cicalini Alessandra D'Abramo Maria Grazia De Palo Federico De Zottis Virginia Di Bari Francesco Di Gennaro Gianpiero D'Offizi Davide Donno Francesca Faraglia Vincenzo Galati Roberta Gagliardini Saba Gebremeskel Tekle Maria Letizia Giancola Guido Granata Elisabetta Grilli Fabio Iacomi Luciana Lepore Raffaella Libertone Laura Loiacono Andrea Mariano Ilaria Mastrorosa Valentina Mazzotta Paola Mencarini Annalisa Mondi Silvia Mosti Maria Musso Pasquale Noto Sandrine Ottou Claudia Palazzolo Fabrizio Palmieri Carlo Pareo Nicola Petrosillo Carmela Pinnetti Paolo Migliorisi Ramazzini Alessia Rianda Silvia Rosati Laura Scorzolini Fabrizio Taglietti Chiara Taibi Roberto Tonnarini Simone Topino Alessandra Vergori Laura Vincenzi Ubaldo Visco-Comandini Pietro Vittozzi Mauro Zaccarelli Telemedicine During COVID-19 Pandemic: Lesson Learned from the Lazio Region Infectious Diseases and Emergency Department Network. 105 2022 46 J. Medical Syst. 12 https://doi.org/10.1007/s10916-022-01887-z https://www.wikidata.org/entity/Q130927785 db/journals/jms/jms46.html#MaffongelliBVBC22

Tanoy Kumar Dey Sara Tombelli Arpan Roy Palas Biswas Ambra Giannetti Nandini Basumallick Francesco Baldini Somnath Bandyopadhyay Cosimo Trono Sensitivity Analysis of Sidelobes of the Lowest Order Cladding Mode of Long Period Fiber Gratings at Turn Around Point. 2965 2022 22 Sensors 8 https://doi.org/10.3390/s22082965 db/journals/sensors/sensors22.html#DeyTRBGBBBT22

G. Moro Francesco Chiavaioli Pablo Zubiate Ignacio Del Villar Francesco Baldini Karolien De Wael Ligia Maria Moretto Ambra Giannetti Albumin-Based Optical and Electrochemical Biosensors for PFAS Detection: A Comparison. 1-15 2022 AISEM https://doi.org/10.1007/978-3-031-25706-3_1 conf/aisem/2022 db/conf/aisem/aisem2022.html#MoroCZVBWMG22 Tanoy Kumar Dey Sara Tombelli Palas Biswas Ambra Giannetti Nandini Basumallick Francesco Baldini Somnath Bandyopadhyay Cosimo Trono Long Period Fiber Grating as Immunosensor: Picomolar Detection of Immunoglobulin G. 53-58 2021 AISEM https://doi.org/10.1007/978-3-031-08136-1_9 conf/aisem/2021 db/conf/aisem/aisem2021.html#DeyTBGBBBT21 Gabriele Frigenti Daniele Farnesi Francesco Baldini Simone Berneschi Ambra Giannetti Lorenzo Lunelli Laura Pasquardini M.-Pilar Marco Cecilia Pederzolli Giancarlo Cesare Righini Stefano Pelli Gualtiero Nunzi Conti Silvia Soria Whispering Gallery Mode Resonators for Chemical, Biochemical and Physical Sensing. 1-2 2020 ICTON https://doi.org/10.1109/ICTON51198.2020.9203260 conf/icton/2020 db/conf/icton/icton2020.html#FrigentiFBBGLPM20 Flavio Esposito Lucia Sansone Anubhav Srivastava Francesco Baldini Stefania Campopiano Francesco Chiavaioli Michele Giordano Ambra Giannetti Agostino Iadicicco Fiber optic biosensor for inflammatory markers based on long period grating. 1-4 2020 IEEE SENSORS https://doi.org/10.1109/SENSORS47125.2020.9278773 conf/ieeesensors/2020 db/conf/ieeesensors/ieeesensors2020.html#EspositoSSBCCGG20 Ignacio Del Villar Dina L. Bohorquez Domenico Caputo Alessio Buzzin Francesco Chiavaioli Francesco Baldini Carlos R. Zamarreño Ignacio R. Matías Lossy Mode Resonance Sensors based on Tungsten Oxide Thin Films. 1-4 2020 IEEE SENSORS https://doi.org/10.1109/SENSORS47125.2020.9278899 conf/ieeesensors/2020 db/conf/ieeesensors/ieeesensors2020.html#VillarBCBCBZM20 Bruno Andò Francesco Baldini Corrado Di Natale Vittorio Ferrari Vincenzo Marletta Giovanna Marrazza Valeria Militello Giorgia Miolo Marco Rossi 0003 Lorenzo Scalise Pietro Siciliano Sensors - Proceedings of the Fourth National Conference on Sensors, February 21-23, 2018, Catania, Italy Sensors Springer 2019 Lecture Notes in Electrical Engineering 539 978-3-030-04323-0 978-3-030-04324-7 https://doi.org/10.1007/978-3-030-04324-7 db/conf/sensors/sensors2018.html

Corrado Napoli Stefano Lai Ambra Giannetti Sara Tombelli Francesco Baldini Massimo Barbaro Annalisa Bonfiglio Electronic Detection of DNA Hybridization by Coupling Organic Field-Effect Transistor-Based Sensors and Hairpin-Shaped Probes. 990 2018 18 Sensors 4 https://doi.org/10.3390/s18040990 https://www.wikidata.org/entity/Q55197345 db/journals/sensors/sensors18.html#NapoliLGTBBB18

Bruno Andò Francesco Baldini Corrado Di Natale Giovanna Marrazza Pietro Siciliano Sensors - Proceedings of the Third National Conference on Sensors, February 23-25, 2016, Rome, Italy Sensors Springer 2018 Lecture Notes in Electrical Engineering 431 978-3-319-55076-3 978-3-319-55077-0 https://doi.org/10.1007/978-3-319-55077-0 db/conf/sensors/sensors2016.html Mario Christian Falconi Giuseppe Palma Angela Ameruoso Claudio Laterza Stefano Popolizio Luca Rinaldi Andrea Rizzi Genni Testa Francesco Tragni Francesco Chiavaioli Francesco Baldini Daniele Farnesi Gualtiero Nunzi Conti Stefano Pelli Giancarlo Cesare Righini Silvia Soria Cosimo Trono Francesco Prudenzano Design of microspheres and microbubbles for environmental chemical/biological optical sensing. 1-6 2017 I2MTC https://doi.org/10.1109/I2MTC.2017.7969868 conf/i2mtc/2017 db/conf/i2mtc/i2mtc2017.html#FalconiPALPRRTT17

Nunzio Cennamo Francesco Chiavaioli Cosimo Trono Sara Tombelli Ambra Giannetti Francesco Baldini Luigi Zeni A Complete Optical Sensor System Based on a POF-SPR Platform and a Thermo-Stabilized Flow Cell for Biochemical Applications. 196 2016 16 Sensors 2 https://doi.org/10.3390/s16020196 https://www.wikidata.org/entity/Q39285277 db/journals/sensors/sensors16.html#CennamoCTTGBZ16

Alessandro Cosci Simone Berneschi Ambra Giannetti Daniele Farnesi Franco Cosi Francesco Baldini Gualtiero Nunzi Conti Silvia Soria Andrea Barucci 0001 Giancarlo Righini Stefano Pelli Resonance Frequency of Optical Microbubble Resonators: Direct Measurements and Mitigation of Fluctuations. 1405 2016 16 Sensors 9 https://doi.org/10.3390/s16091405 https://www.wikidata.org/entity/Q36121857 db/journals/sensors/sensors16.html#CosciBGFCBCSBRP16

Andrea Barucci 0001 Simone Berneschi Ambra Giannetti Francesco Baldini Alessandro Cosci Stefano Pelli Daniele Farnesi Giancarlo Cesare Righini Silvia Soria Gualtiero Nunzi Conti Optical Microbubble Resonators with High Refractive Index Inner Coating for Bio-Sensing Applications: An Analytical Approach. 1992 2016 16 Sensors 12 https://doi.org/10.3390/s16121992 https://www.wikidata.org/entity/Q36206569 db/journals/sensors/sensors16.html#BarucciBGBCPFRS16

Palas Biswas Francesco Chiavaioli Sunirmal Jana Somnath Bandyopadhyay Nandini Basumallick Ambra Giannetti Sara Tombelli Susanta Bera Aparajita Mallick Francesco Baldini Cosimo Trono Manufacturing and Optimization of Sol-gel-based TiO2-SiO2 thin Films as High Refractive Index Overlays for Long Period Grating-based Biosensing. 351-357 2016 PHOTOPTICS https://doi.org/10.5220/0005844103490355 conf/photoptics/2016 db/conf/photoptics/photoptics2016.html#BiswasCJBBGTBMB16

Chiara Berrettoni Cosimo Trono Valerio Vignoli Francesco Baldini Fibre Tip Sensor with Embedded FBG-LPG for Temperature and Refractive Index Determination by means of the Simple Measurement of the FBG Characteristics. 491391:1-491391:8 2015 2015 J. Sensors https://doi.org/10.1155/2015/491391 https://www.wikidata.org/entity/Q59114418 db/journals/js/js2015.html#BerrettoniTVB15

Ambra Giannetti Andrea Barucci 0001 Franco Cosi Stefano Pelli Sara Tombelli Cosimo Trono Francesco Baldini Optical Fiber Nanotips Coated with Molecular Beacons for DNA Detection. 9666-9680 2015 15 Sensors 5 https://doi.org/10.3390/s150509666 https://www.wikidata.org/entity/Q41829685 db/journals/sensors/sensors15.html#GiannettiBCPTTB15

Ambra Giannetti Simone Berneschi Francesco Baldini Franco Cosi Gualtiero Nunzi Conti Silvia Soria Performance of Eudragit Coated Whispering Gallery Mode Resonator-Based Immunosensors. 14604-14611 2012 12 Sensors 11 https://doi.org/10.3390/s121114604 https://www.wikidata.org/entity/Q34497648 db/journals/sensors/sensors12.html#GiannettiBBCCS12

Francesco Baldini Riccardo Falciai Andrea Azelio Mencaglia Folco Senesi Dario Camuffo Antonio Della Valle Carl Johan Bergsten Miniaturised Optical Fibre Sensor for Dew Detection Inside Organ Pipes. 321065:1-321065:5 2008 2008 J. Sensors https://doi.org/10.1155/2008/321065 https://www.wikidata.org/entity/Q58646092 db/journals/js/js2008.html#BaldiniFMSCVB08

Amina Abdeddaim Pagnanelli Adolfo Masella Alessandro Angela Ameruoso Bruno Andò Andrea Antinori Betti Antonio Francesco Arcadio Simon A. Babayan Somnath Bandyopadhyay Massimo Barbaro Virginia Di Bari Tommaso Ascoli Bartoli Andrea Barucci 0001 Nandini Basumallick Rita Bellagamba Susi Beniamino Domenico Benvenuto Susanta Bera Carl Johan Bergsten Simone Berneschi Chiara Berrettoni Nazario Bevilacqua Palas Biswas Dina L. Bohorquez Annalisa Bonfiglio Evangelo Boumis Alessio Buzzin Marta Camici Stefania Campopiano Dario Camuffo Alessandro Capone Domenico Caputo Emanuela Caraffa Paganelli Carla Ester Catalano Adriana Cataldo Nunzio Cennamo Stefano Cerilli Carlotta Cerva Francesco Chiavaioli Pierangelo Chinello Tiziana Chiriaco Stefania Cicalini Sighieri Cinzia Cedrone Claudia Gualtiero Nunzi Conti Angela Corpolongo Alessandro Cosci Franco Cosi Alessandra D'Abramo Angelini Daniele Tanoy Kumar Dey Gianpiero D'Offizi Davide Donno Gugliemelli Emanuele Ferri Enrico Mirante Enrico Flavio Esposito Urbano Ettore Cristofari Fabrizio Riccardo Falciai Mario Christian Falconi Francesca Faraglia Daniele Farnesi Sambuco Federica Vittorio Ferrari Romanelli Antonio Filippo Mancini Flavio Soleo Flavio Franceschi Francesco Travaglino Francesco Gabriele Frigenti Piccolo Carlo Gaetano Roberta Gagliardini Vincenzo Galati Francesco Di Gennaro Maria Letizia Giancola Ambra Giannetti Michele Giordano Bertazzoni Giuliano Mario González-Jiménez Guido Granata Elisabetta Grilli Fabio Iacomi Agostino Iadicicco Giuseppe Ippolito Sunirmal Jana Casinelli Katia Stefano Lai Claudio Laterza Francesco Nicola Lauria Luciana Lepore Raffaella Libertone Laura Loiacono Cipollone Lorena Caterini Luciano Manetti Luca Luigi Lorenzo Lunelli Gaetano Maffongelli Aparajita Mallick Lazzaro Marco María-Pilar MarcoM.-Pilar Marco Petrolino Maria Ricciuto Giulio Maria Andrea Mariano Mellacina Mario Vincenzo Marletta Giovanna Marrazza Andreoni Massimo Fantoni Massimo Magnanti Massimo Claudio Maria Mastroianni Ilaria Mastrorosa Ignacio R. Matías Marchili Mauro Valentina Mazzotta Andrea Azelio Mencaglia Paola Mencarini Pomes Michele Valeria Militello Aldo Minardo Giorgia Miolo Lichtner Miriam Joshua Mitton Annalisa Mondi Iorio Monica Ligia Maria Moretto G. Moro Silvia Mosti Issa H. Mshani Maria Musso Emmanuel P. Mwanga Corrado Napoli Corrado Di Natale Emanuele Nicastri Pasquale Noto Fredros O. Okumu Sandrine Ottou Claudia Palazzolo Giuseppe Palma Fabrizio Palmieri Maria Grazia De Palo Lapiccirella Paola Saggese Maria Paola Daniele Paolo Nucera Paolo Carlo Pareo Laura Pasquardini Cecilia Pederzolli Stefano Pelli Nicola Petrosillo Ruggieri Maria Pia Carmela Pinnetti Stefano Popolizio Francesco Prudenzano Paolo Migliorisi Ramazzini Alessia Rianda Sergio Ribaldi Giancarlo RighiniGiancarlo Cesare Righini Luca Rinaldi Bonfini Rita Dal Piaz Rita Andrea Rizzi Miconi Roberto Pugliese Francesco Rocco Silvia Rosati Marco Rossi 0003 Arpan Roy Lucia Sansone Lorenzo Scalise Laura Scorzolini Prashanth Selvaraj Folco Senesi Timpone Sergio Pietro Siciliano Curti Simona Doreen J. Siria Silvia Soria Giuseppe Spiga Anubhav Srivastava Fabrizio Taglietti Chiara Taibi Saba Gebremeskel Tekle Genni Testa Sara Tombelli Roberto Tonnarini Simone Topino Francesco Tragni Cosimo Trono Donati Ugo Francesco Vaia Antonio Della Valle Raffaele Vallifuoco Alessandra Vergori Valerio Vignoli Ignacio Del Villar Laura Vincenzi Ubaldo Visco-Comandini Serena Vita Pietro Vittozzi Karolien De Wael Klaas Wynne Mauro Zaccarelli Carlos R. Zamarreño Luigi Zeni Valentina Zirretta Federico De Zottis Pablo Zubiate