GIAMPIERI, ENRICO
GIAMPIERI, ENRICO
DIPARTIMENTO DI SCIENZE MEDICHE E CHIRURGICHE
Docenti di ruolo di IIa fascia
Automated Prediction of Photographic Wound Assessment Tool in Chronic Wound Images
2024 Curti, Nico; Merli, Yuri; Zengarini, Corrado; Starace, Michela; Rapparini, Luca; Marcelli, Emanuela; Carlini, Gianluca; Buschi, Daniele; Castellani, Gastone C.; Piraccini, Bianca Maria; Bianchi, Tommaso; Giampieri, Enrico
Covering Hierarchical Dirichlet Mixture Models on binary data to enhance genomic stratifications in onco-hematology
2024 Dall'Olio, Daniele; Sträng, Eric; Turki, Amin T; Tettero, Jesse M; Barbus, Martje; Schulze-Rath, Renate; Elicegui, Javier Martinez; Matteuzzi, Tommaso; Merlotti, Alessandra; Carota, Luciana; Sala, Claudia; Della Porta, Matteo G; Giampieri, Enrico; Hernández-Rivas, Jesús María; Bullinger, Lars; Castellani, Gastone
Data Science for Health Image Alignment: A User-Friendly Open-Source ImageJ/Fiji Plugin for Aligning Multimodality/Immunohistochemistry/Immunofluorescence 2D Microscopy Images
2024 Piccinini, Filippo; Tazzari, Marcella; Tumedei, Maria Maddalena; Stellato, Mariachiara; Remondini, Daniel; Giampieri, Enrico; Martinelli, Giovanni; Castellani, Gastone; Carbonaro, Antonella
Automated Wound Image Segmentation: Transfer Learning from Human to Pet via Active Semi-Supervised Learning
2023 Buschi, Daniele; Curti, Nico; Cola, Veronica; Carlini, Gianluca; Sala, Claudia; Dall’Olio, Daniele; Castellani, Gastone; Pizzi, Elisa; Del Magno, Sara; Foglia, Armando; Giunti, Massimo; Pisoni, Luciano; Giampieri, Enrico
DS4H Image Alignment (DS4H-IA), an open-source ImageJ/Fiji plugin for aligning multimodality 2D microscopy images.
2023 Filippo Piccinini, Vincenzi Fabio, Iorio Matteo, Marcella Tazzari, Maria Maddalena Tumedei, Jae-Chul Pyun, Enrico Giampieri, Giovanni Martinelli, Gastone Castellani, Antonella Carbonaro.
Effectiveness of Radiomic ZOT Features in the Automated Discrimination of Oncocytoma from Clear Cell Renal Cancer
2023 Carlini, Gianluca; Gaudiano, Caterina; Golfieri, Rita; Curti, Nico; Biondi, Riccardo; Bianchi, Lorenzo; Schiavina, Riccardo; Giunchi, Francesca; Faggioni, Lorenzo; Giampieri, Enrico; Merlotti, Alessandra; Dall’Olio, Daniele; Sala, Claudia; Pandolfi, Sara; Remondini, Daniel; Rustici, Arianna; Pastore, Luigi Vincenzo; Scarpetti, Leonardo; Bortolani, Barbara; Cercenelli, Laura; Brunocilla, Eugenio; Marcelli, Emanuela; Coppola, Francesca; Castellani, Gastone
Effectiveness of Semi-Supervised Active Learning in Automated Wound Image Segmentation
2023 Curti, Nico; Merli, Yuri; Zengarini, Corrado; Giampieri, Enrico; Merlotti, Alessandra; Dall'Olio, Daniele; Marcelli, Emanuela; Bianchi, Tommaso; Castellani, Gastone
Machine Learning Pipeline for the Automated Prediction of MicrovascularInvasion in HepatocellularCarcinomas
2023 Biondi R.; Renzulli M.; Golfieri R.; Curti N.; Carlini G.; Sala C.; Giampieri E.; Remondini D.; Vara G.; Cattabriga A.; Cocozza M.A.; Pastore L.V.; Brandi N.; Palmeri A.; Scarpetti L.; Tanzarella G.; Cescon M.; Ravaioli M.; Castellani G.; Coppola F.
Synthetic Data Generation And Classification Of Histopathological Images
2023 Derus N.; Curti N.; Giampieri E.; Dall'olio D.; Sala C.; Castellani G.
A network approach for low dimensional signatures from high throughput data
2022 Curti, Nico; Levi, Giuseppe; Giampieri, Enrico; Castellani, Gastone; Remondini, Daniel
Advantages of manual and automatic computer-aided compared to traditional histopathological diagnosis of melanoma: A pilot study
2022 Dika E.; Curti N.; Giampieri E.; Veronesi G.; Misciali C.; Ricci C.; Castellani G.; Patrizi A.; Marcelli E.
Automated Prediction of the Response to Neoadjuvant Chemoradiotherapy in Patients Affected by Rectal Cancer
2022 Giuseppe Filitto; Francesca Coppola; Nico Curti; Enrico Giampieri; Daniele Dall'Olio; Alessandra Merlotti; Arrigo Cattabriga; Maria Adriana Cocozza; Makoto Taninokuchi Tomassoni; Daniel Remondini; Luisa Pierotti; Lidia Strigari; Dajana Cuicchi; Alessandra Guido; Karim Rihawi; Antonietta D???Errico; Francesca Di Fabio; Gilberto Poggioli; Alessio Giuseppe Morganti; Luigi Ricciardiello; Rita Golfieri; Gastone Castellani
Breslow thickness: Geometric interpretation, potential pitfalls, and computer automated estimation
2022 Curti, Nico; Veronesi, Giulia; Dika, Emi; Misciali, Cosimo; Marcelli, Emanuela; Giampieri, Enrico
Circumventing the curse of dimensionality in magnetic resonance fingerprinting through a deep learning approach.
2022 Marco Barbieri , Philip K Lee , Leonardo Brizi , Enrico Giampieri , Francesco Solera , Gastone Castellani , Brian A Hargreaves , Claudia Testa , Raffaele Lodi , Daniel Remondini
Effectiveness of Biologically Inspired Neural Network Models in Learning and Patterns Memorization
2022 Squadrani, Lorenzo; Curti, Nico; Giampieri, Enrico; Remondini, Daniel; Blais, Brian; Castellani, Gastone
Intraspecies characterization of bacteria via evolutionary modeling of protein domains
2022 Budimir, Iva; Giampieri, Enrico; Saccenti, Edoardo; Suarez-Diez, Maria; Tarozzi, Martina; Dall'Olio, Daniele; Merlotti, Alessandra; Curti, Nico; Remondini, Daniel; Castellani, Gastone; Sala, Claudia
Outcome Prediction for SARS-CoV-2 Patients Using Machine Learning Modeling of Clinical, Radiological, and Radiomic Features Derived from Chest CT Images
2022 Lorenzo Spagnoli; Maria Francesca Morrone; Enrico Giampieri; Giulia Paolani; Miriam Santoro; Nico Curti; Francesca Coppola; Federica Ciccarese; Giulio Vara; Nicol?? Brandi; Rita Golfieri; Michele Bartoletti; Pierluigi Viale; Lidia Strigari
Prediction of Overall Survival in Cervical Cancer Patients Using PET/CT Radiomic Features
2022 Carlini, G; Curti, N; Strolin, S; Giampieri, E; Sala, C; Dall'Olio, D; Merlotti, A; Fanti, S; Remondini, D; Nanni, C; Strigari, L; Castellani, G
The function of specialized pro-resolving endogenous lipid mediators, vitamins, and other micronutrients in the control of the inflammatory processes: Possible role in patients with SARS-CoV-2 related infection
2022 Gallo C.G.; Fiorino S.; Posabella G.; Antonacci D.; Tropeano A.; Pausini E.; Pausini C.; Guarniero T.; Hong W.; Giampieri E.; Corazza I.; Loiacono R.; Loggi E.; de Biase D.; Zippi M.; Lari F.; Zancanaro M.
A deep learning approach for magnetic resonance fingerprinting: Scaling capabilities and good training practices investigated by simulations
2021 Barbieri M.; Brizi L.; Giampieri E.; Solera F.; Manners D.N.; Castellani G.; Testa C.; Remondini D.
Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
---|---|---|---|---|---|---|
Automated Prediction of Photographic Wound Assessment Tool in Chronic Wound Images | Curti, Nico; Merli, Yuri; Zengarini, Corrado; Starace, Michela; Rapparini, Luca; Marcelli, Emanue...la; Carlini, Gianluca; Buschi, Daniele; Castellani, Gastone C.; Piraccini, Bianca Maria; Bianchi, Tommaso; Giampieri, Enrico | 2024-01-01 | JOURNAL OF MEDICAL SYSTEMS | - | 1.01 Articolo in rivista | 10.1007_s10916-023-02029-9.pdf |
Covering Hierarchical Dirichlet Mixture Models on binary data to enhance genomic stratifications in onco-hematology | Dall'Olio, Daniele; Sträng, Eric; Turki, Amin T; Tettero, Jesse M; Barbus, Martje; Schulze-Rath, ...Renate; Elicegui, Javier Martinez; Matteuzzi, Tommaso; Merlotti, Alessandra; Carota, Luciana; Sala, Claudia; Della Porta, Matteo G; Giampieri, Enrico; Hernández-Rivas, Jesús María; Bullinger, Lars; Castellani, Gastone | 2024-01-01 | PLOS COMPUTATIONAL BIOLOGY | - | 1.01 Articolo in rivista | dallOlio et al 2024.pdf; journal.pcbi.1011299.s001.pdf; HDMM_refinement-main.zip |
Data Science for Health Image Alignment: A User-Friendly Open-Source ImageJ/Fiji Plugin for Aligning Multimodality/Immunohistochemistry/Immunofluorescence 2D Microscopy Images | Piccinini, Filippo; Tazzari, Marcella; Tumedei, Maria Maddalena; Stellato, Mariachiara; Remondini..., Daniel; Giampieri, Enrico; Martinelli, Giovanni; Castellani, Gastone; Carbonaro, Antonella | 2024-01-01 | SENSORS | - | 1.01 Articolo in rivista | 0077_2024_Sensors_Piccinini.pdf |
Automated Wound Image Segmentation: Transfer Learning from Human to Pet via Active Semi-Supervised Learning | Buschi, Daniele; Curti, Nico; Cola, Veronica; Carlini, Gianluca; Sala, Claudia; Dall’Olio, Daniel...e; Castellani, Gastone; Pizzi, Elisa; Del Magno, Sara; Foglia, Armando; Giunti, Massimo; Pisoni, Luciano; Giampieri, Enrico | 2023-01-01 | ANIMALS | - | 1.01 Articolo in rivista | 10.3390_ani13060956.pdf |
DS4H Image Alignment (DS4H-IA), an open-source ImageJ/Fiji plugin for aligning multimodality 2D microscopy images. | Filippo Piccinini, Vincenzi Fabio, Iorio Matteo, Marcella Tazzari, Maria Maddalena Tumedei, Jae-C...hul Pyun, Enrico Giampieri, Giovanni Martinelli, Gastone Castellani, Antonella Carbonaro. | 2023-01-01 | - | - | 4.03 Poster | - |
Effectiveness of Radiomic ZOT Features in the Automated Discrimination of Oncocytoma from Clear Cell Renal Cancer | Carlini, Gianluca; Gaudiano, Caterina; Golfieri, Rita; Curti, Nico; Biondi, Riccardo; Bianchi, Lo...renzo; Schiavina, Riccardo; Giunchi, Francesca; Faggioni, Lorenzo; Giampieri, Enrico; Merlotti, Alessandra; Dall’Olio, Daniele; Sala, Claudia; Pandolfi, Sara; Remondini, Daniel; Rustici, Arianna; Pastore, Luigi Vincenzo; Scarpetti, Leonardo; Bortolani, Barbara; Cercenelli, Laura; Brunocilla, Eugenio; Marcelli, Emanuela; Coppola, Francesca; Castellani, Gastone | 2023-01-01 | JOURNAL OF PERSONALIZED MEDICINE | - | 1.01 Articolo in rivista | jpm-13-00478-v2.pdf |
Effectiveness of Semi-Supervised Active Learning in Automated Wound Image Segmentation | Curti, Nico; Merli, Yuri; Zengarini, Corrado; Giampieri, Enrico; Merlotti, Alessandra; Dall'Olio,... Daniele; Marcelli, Emanuela; Bianchi, Tommaso; Castellani, Gastone | 2023-01-01 | INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES | - | 1.01 Articolo in rivista | Effectiveness of Semi-Supervised Active_Curti_2022.pdf; ijms-24-00706-s001.zip |
Machine Learning Pipeline for the Automated Prediction of MicrovascularInvasion in HepatocellularCarcinomas | Biondi R.; Renzulli M.; Golfieri R.; Curti N.; Carlini G.; Sala C.; Giampieri E.; Remondini D.; V...ara G.; Cattabriga A.; Cocozza M.A.; Pastore L.V.; Brandi N.; Palmeri A.; Scarpetti L.; Tanzarella G.; Cescon M.; Ravaioli M.; Castellani G.; Coppola F. | 2023-01-01 | APPLIED SCIENCES | - | 1.01 Articolo in rivista | applsci-13-01371_red.pdf |
Synthetic Data Generation And Classification Of Histopathological Images | Derus N.; Curti N.; Giampieri E.; Dall'olio D.; Sala C.; Castellani G. | 2023-01-01 | JOURNAL OF MECHANICS IN MEDICINE AND BIOLOGY | WORLD SCIENTIFIC PUBL CO PTE LTD | 4.01 Contributo in Atti di convegno | - |
A network approach for low dimensional signatures from high throughput data | Curti, Nico; Levi, Giuseppe; Giampieri, Enrico; Castellani, Gastone; Remondini, Daniel | 2022-01-01 | SCIENTIFIC REPORTS | - | 1.01 Articolo in rivista | s41598-022-25549-9.pdf; 41598_2022_25549_MOESM1_ESM.pdf |
Advantages of manual and automatic computer-aided compared to traditional histopathological diagnosis of melanoma: A pilot study | Dika E.; Curti N.; Giampieri E.; Veronesi G.; Misciali C.; Ricci C.; Castellani G.; Patrizi A.; M...arcelli E. | 2022-01-01 | PATHOLOGY RESEARCH AND PRACTICE | - | 1.01 Articolo in rivista | Advantages of manual and_Dika_2022.pdf |
Automated Prediction of the Response to Neoadjuvant Chemoradiotherapy in Patients Affected by Rectal Cancer | Giuseppe Filitto; Francesca Coppola; Nico Curti; Enrico Giampieri; Daniele Dall'Olio; Alessandra ...Merlotti; Arrigo Cattabriga; Maria Adriana Cocozza; Makoto Taninokuchi Tomassoni; Daniel Remondini; Luisa Pierotti; Lidia Strigari; Dajana Cuicchi; Alessandra Guido; Karim Rihawi; Antonietta D???Errico; Francesca Di Fabio; Gilberto Poggioli; Alessio Giuseppe Morganti; Luigi Ricciardiello; Rita Golfieri; Gastone Castellani | 2022-01-01 | CANCERS | - | 1.01 Articolo in rivista | cancers-14-02231-v3.pdf |
Breslow thickness: Geometric interpretation, potential pitfalls, and computer automated estimation | Curti, Nico; Veronesi, Giulia; Dika, Emi; Misciali, Cosimo; Marcelli, Emanuela; Giampieri, Enrico | 2022-01-01 | PATHOLOGY, RESEARCH AND PRACTICE | - | 1.04 Replica / breve intervento (e simili) | - |
Circumventing the curse of dimensionality in magnetic resonance fingerprinting through a deep learning approach. | Marco Barbieri , Philip K Lee , Leonardo Brizi , Enrico Giampieri , Francesco Solera , Gast...one Castellani , Brian A Hargreaves , Claudia Testa , Raffaele Lodi , Daniel Remondini | 2022-01-01 | NMR IN BIOMEDICINE | - | 1.01 Articolo in rivista | 1811.11477.pdf |
Effectiveness of Biologically Inspired Neural Network Models in Learning and Patterns Memorization | Squadrani, Lorenzo; Curti, Nico; Giampieri, Enrico; Remondini, Daniel; Blais, Brian; Castellani, ...Gastone | 2022-01-01 | ENTROPY | - | 1.01 Articolo in rivista | entropy-24-00682.pdf |
Intraspecies characterization of bacteria via evolutionary modeling of protein domains | Budimir, Iva; Giampieri, Enrico; Saccenti, Edoardo; Suarez-Diez, Maria; Tarozzi, Martina; Dall'Ol...io, Daniele; Merlotti, Alessandra; Curti, Nico; Remondini, Daniel; Castellani, Gastone; Sala, Claudia | 2022-01-01 | SCIENTIFIC REPORTS | - | 1.01 Articolo in rivista | s41598-022-21036-3.pdf |
Outcome Prediction for SARS-CoV-2 Patients Using Machine Learning Modeling of Clinical, Radiological, and Radiomic Features Derived from Chest CT Images | Lorenzo Spagnoli; Maria Francesca Morrone; Enrico Giampieri; Giulia Paolani; Miriam Santoro; Nico... Curti; Francesca Coppola; Federica Ciccarese; Giulio Vara; Nicol?? Brandi; Rita Golfieri; Michele Bartoletti; Pierluigi Viale; Lidia Strigari | 2022-01-01 | APPLIED SCIENCES | - | 1.01 Articolo in rivista | applsci-12-04493-v2.pdf |
Prediction of Overall Survival in Cervical Cancer Patients Using PET/CT Radiomic Features | Carlini, G; Curti, N; Strolin, S; Giampieri, E; Sala, C; Dall'Olio, D; Merlotti, A; Fanti, S; Rem...ondini, D; Nanni, C; Strigari, L; Castellani, G | 2022-01-01 | APPLIED SCIENCES | - | 1.01 Articolo in rivista | applsci-12-05946-v2 (1).pdf |
The function of specialized pro-resolving endogenous lipid mediators, vitamins, and other micronutrients in the control of the inflammatory processes: Possible role in patients with SARS-CoV-2 related infection | Gallo C.G.; Fiorino S.; Posabella G.; Antonacci D.; Tropeano A.; Pausini E.; Pausini C.; Guarnier...o T.; Hong W.; Giampieri E.; Corazza I.; Loiacono R.; Loggi E.; de Biase D.; Zippi M.; Lari F.; Zancanaro M. | 2022-01-01 | PROSTAGLANDINS & OTHER LIPID MEDIATORS | - | 1.01 Articolo in rivista | - |
A deep learning approach for magnetic resonance fingerprinting: Scaling capabilities and good training practices investigated by simulations | Barbieri M.; Brizi L.; Giampieri E.; Solera F.; Manners D.N.; Castellani G.; Testa C.; Remondini D. | 2021-01-01 | PHYSICA MEDICA | - | 1.01 Articolo in rivista | pagination_EJMP_2209.pdf |