With this function you can construct your weekly calendar of lessons, which is customized on the basis of the courses that you intend to follow. Warning: the personal schedule does not replace the presentation of the study plan! It's an informal tool that can help you better manage the organization of class attendance before the study plan presentation. After the study plan presentation we recommend you to use the Lecture timetable service in your Online Services.
To create your customized schedule follow these instructions:
- Click on the "Enable" link to proceed. You will be asked your surname and first name in order to determine your alphabetic grouping.
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To add or remove courses from your personal schedule, use the small icons which are found next to the courses:
addition of the course
removal of the course
selection of the section of the Laboratory of Architecture (Note: the effective area in which the teaching will be carried out will be determined after the presentation of the Study Plans)
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The sidebar on the left displays the number of lessons included in schedule.
There are also these commands:
View the schedule: allows the viewing of the weekly synoptic schedule
Delete the schedule: cancels the selections made
When you have finished the entry, you can print the calendar you have made.
Semester (Sem) | 1 | First Semester | 2 | Second Semester | A | Annual course | (1) | First Half-semester | (2) | Second Half-semester |
Language
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Course completely offered in italian
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Course completely offered in english
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Not available
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Note on the teaching activities
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The calculation of the number of students enrolled only considers students enrolled in the academic year in question and does not include any possible students who may be attending but who are enrolled in previous academic years.
In case of structured courses taught by more professors, the number of students enrolled is related to the individual professor module, while the students opinion of the teaching is related to the course as a whole.
The data related to the last academic years (number of students enrolled and students opinion of the teaching) have not yet been defined.
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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the professor, are available on the personal web page and in the curriculum vitae indicated on this webpage.
List of publications and reserach products for the year 2023 (Show all details | Hide all details) |
Type |
Title of the Publicaiton/Product |
Conference proceedings |
A tissue-aware simulation framework for [18F]FLT spatiotemporal uptake in pancreatic ductal adenocarcinoma (Show >>)(Hide <<)
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Author/s |
Cavinato, Lara; Hong, Jimin; Reinhard, Stefan; Wartenberg, Martin; Zunino, Paolo; Manzoni, Andrea; Ieva, Francesca; Shi, Kuangyu |
Title of the convention |
2023 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB) |
Location of the convention |
Eindhoven |
Title of the review |
--
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Pages |
1 - 9 |
Item link |
http://hdl.handle.net/11311/1254361 |
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Clustering Italian medical texts: a case study on referrals (Show >>)(Hide <<)
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Author/s |
Torri, V.; Ercolanoni, M.; Bortolan, F.; Leoni, O.; Ieva, F. |
Title of the convention |
Statistics and Data Science Conference |
Location of the convention |
Pavia |
Period of the convention |
27/04/2023 - 28/04/2023 |
Title of the review |
--
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Pages |
158 - 163 |
Item link |
http://hdl.handle.net/11311/1242777 |
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Polimi at CLinkaRT: a Conditional Random Field vs a BERT-based approach (Show >>)(Hide <<)
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Author/s |
Torri, V.; Ieva, F. |
Title of the convention |
Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023) |
Location of the convention |
Parma |
Period of the convention |
07/09/2023 - 08/09/2023 |
Title of the review |
--
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Pages |
1 - 6 |
Item link |
http://hdl.handle.net/11311/1250268 |
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Author/s |
Ieva, Francesca |
Title of the convention |
Statistics and Data Science Conference |
Location of the convention |
Pavia |
Period of the convention |
27/04/2023-28/04/2023 |
Title of the review |
--
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Pages |
133 - 138 |
Item link |
http://hdl.handle.net/11311/1242778 |
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Journal Articles |
A general framework for penalized mixed-effects multitask learning with applications on DNA methylation surrogate biomarkers creation (Show >>)(Hide <<)
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Author/s |
Cappozzo, Andrea; Ieva, Francesca; Fiorito, Giovanni |
Title of the review |
THE ANNALS OF APPLIED STATISTICS (ISSN: 1932-6157) |
Volume |
17 |
Brochure |
-- |
Pages |
3257 - 3282 |
Item link |
http://hdl.handle.net/11311/1237085 |
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Ask Your Data - Supporting Data Science Processes by Combining AutoML and Conversational Interfaces (Show >>)(Hide <<)
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Author/s |
Pido’, Sara; Pinoli, Pietro; Crovari, Pietro; Ieva, Francesca; Garzotto, Franca; Ceri, Stefano |
Title of the review |
IEEE ACCESS (ISSN: 2169-3536) |
Volume |
11 |
Brochure |
-- |
Pages |
45972 - 45988 |
Item link |
http://hdl.handle.net/11311/1236585 |
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Detecting early signals of COVID-19 outbreaks in 2020 in small areas by monitoring healthcare utilisation databases: first lessons learned from the Italian Alert_CoV project (Show >>)(Hide <<)
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Author/s |
Merlo, I.; Crea, M.; Berta, P.; Ieva, F.; Carle, F.; Rea, F.; Porcu, G.; Savare, L.; De Maio, R.; Villa, M.; Cereda, D.; Leoni, O.; Bortolan, F.; Sechi, G. M.; Bella, A.; Pezzotti, P.; Brusaferro, S.; Blangiardo, G. C.; Fedeli, M.; Corrao, G. |
Title of the review |
EUROSURVEILLANCE (ISSN: 1560-7917) |
Volume |
28 |
Brochure |
1 |
Pages |
1 - 11 |
Item link |
http://hdl.handle.net/11311/1230283 |
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Dual adversarial deconfounding autoencoder for joint batch-effects removal from multi-center and multi-scanner radiomics data (Show >>)(Hide <<)
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Author/s |
Cavinato, Lara; Massi, Michela Carlotta; Sollini, Martina; Kirienko, Margarita; Ieva, Francesca |
Title of the review |
SCIENTIFIC REPORTS (ISSN: 2045-2322) |
Volume |
13 |
Brochure |
1 |
Pages |
18857 - 18869 |
Item link |
http://hdl.handle.net/11311/1254363 |
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Explainable domain transfer of distant supervised cancer subtyping model via imaging-based rules extraction (Show >>)(Hide <<)
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Author/s |
Cavinato, Lara; Gozzi, Noemi; Sollini, Martina; Kirienko, Margarita; Carlo-Stella, Carmelo; Rusconi, Chiara; Chiti, Arturo; Ieva, Francesca |
Title of the review |
ARTIFICIAL INTELLIGENCE IN MEDICINE (ISSN: 0933-3657) |
Volume |
138 |
Brochure |
-- |
Pages |
1 - 13 |
Item link |
http://hdl.handle.net/11311/1231385 |
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Learning high-order interactions for polygenic risk prediction (Show >>)(Hide <<)
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Author/s |
Massi, M. C.; Franco, N. R.; Manzoni, A.; Paganoni, A. M.; Park, H. A.; Hoffmeister, M.; Brenner, H.; Chang-Claude, J.; Ieva, F.; Zunino, P. |
Title of the review |
PLOS ONE (ISSN: 1932-6203) |
Volume |
18 |
Brochure |
2 February |
Pages |
1 - 27 |
Item link |
http://hdl.handle.net/11311/1230485 |
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Mapping Tumor Heterogeneity via Local Entropy Assessment: Making Biomarkers Visible (Show >>)(Hide <<)
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Author/s |
Costa, Guido; Cavinato, Lara; Fiz, Francesco; Sollini, Martina; Chiti, Arturo; Torzilli, Guido; Ieva, Francesca; Viganò, Luca |
Title of the review |
JOURNAL OF DIGITAL IMAGING (ISSN: 1618-727X) |
Volume |
[Online 2023] |
Brochure |
-- |
Pages |
1 - 11 |
Item link |
http://hdl.handle.net/11311/1230996 |
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Radiomics-Based Inter-Lesion Relation Network to Describe [18F]FMCH PET/CT Imaging Phenotypes in Prostate Cancer (Show >>)(Hide <<)
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Author/s |
Cavinato, L.; Sollini, M.; Ragni, A.; Bartoli, F.; Zanca, R.; Pasqualetti, F.; Marciano, A.; Ieva, F.; Erba, P. A. |
Title of the review |
CANCERS (ISSN: 2072-6694) |
Volume |
15 |
Brochure |
3 |
Pages |
1 - 19 |
Item link |
http://hdl.handle.net/11311/1230484 |
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Risk Narratives on Immigration During the COVID-19 Crisis in Italy: A Comparative Analysis of Facebook Posts Published by Politicians and by News media (Show >>)(Hide <<)
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Author/s |
Serafini, Luca; Gottlob, Anita; Pierri, Francesco; Ieva, Francesca; Ceri, Stefano |
Title of the review |
JOURNAL OF COMMUNICATION INQUIRY (ISSN: 0196-8599) |
Volume |
[Online 2023] |
Brochure |
-- |
Pages |
1 - 29 |
Item link |
http://hdl.handle.net/11311/1235324 |
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Scaling survival analysis in healthcare with federated survival forests: A comparative study on heart failure and breast cancer genomics (Show >>)(Hide <<)
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Author/s |
Archetti, A.; Ieva, F.; Matteucci, M. |
Title of the review |
FUTURE GENERATION COMPUTER SYSTEMS (ISSN: 0167-739X) |
Volume |
149 |
Brochure |
-- |
Pages |
343 - 358 |
Item link |
http://hdl.handle.net/11311/1250733 |
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The impact of public transport on the diffusion of COVID-19 pandemic in Lombardy during 2020 (Show >>)(Hide <<)
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Author/s |
Ieva, Francesca; Galliani, Greta; Secchi, Piercesare |
Title of the review |
MEDICAL RESEARCH ARCHIVES (ISSN: 2375-1924) |
Volume |
11 |
Brochure |
9 |
Pages |
1 - 22 |
Item link |
http://hdl.handle.net/11311/1251895 |
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List of publications and reserach products for the year 2022 (Show all details | Hide all details) |
Type |
Title of the Publicaiton/Product |
Conference proceedings |
A neural network approach to survival analysis with time-dependent covariates for modelling time to cardiovascular diseases (Show >>)(Hide <<)
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Author/s |
Corso, F.; Lurani Cernuschi, A.; Galli, L.; Masci, C.; Muccini, C.; Paganoni, A. M.; Ieva, F. |
Title of the convention |
51th Scientific Meeting of the Italian Statistical Society |
Location of the convention |
Caserta |
Title of the review |
--
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Pages |
846 - 851 |
Item link |
http://hdl.handle.net/11311/1227946 |
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AWavelet-mixed Effect Landmark Model for the Effect of Potassium and Biomarkers Profiles on Survival in Heart Failure Patients (Show >>)(Hide <<)
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Author/s |
Gregorio, C.; Barbati, G.; Ieva, F. |
Title of the convention |
17th Conference of the International Federation of Classification Societies |
Location of the convention |
Porto |
Period of the convention |
19/05/2023 - 22/05/2023 |
Title of the review |
--
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Pages |
257 |
Item link |
http://hdl.handle.net/11311/1238251 |
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Distant supervision for imaging-based cancer sub-typing in Intrahepatic Cholangiocarcinoma (Show >>)(Hide <<)
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Author/s |
Savino, M S; Cavinato, L; Costa, G; Fiz, F; Torzilli, G; Vigano, L; Ieva, F |
Title of the convention |
2022 44TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC) |
Location of the convention |
Scottish Event Campus, Glasgow |
Title of the review |
--
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Pages |
1032 - 1035 |
Item link |
http://hdl.handle.net/11311/1230645 |
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Mixed-effects high-dimensional multivariate regression via group-lasso regularization (Show >>)(Hide <<)
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Author/s |
Cappozzo, A.; Ieva, F.; Fiorito, G. |
Title of the convention |
51th Scientific Meeting of the Italian Statistical Society |
Location of the convention |
Caserta |
Title of the review |
--
|
Pages |
648 - 653 |
Item link |
http://hdl.handle.net/11311/1237407 |
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Multinomial Multilevel Models with Discrete Random Effects: a Multivariate Clustering Tool (Show >>)(Hide <<)
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Author/s |
Masci, C.; Ieva, F.; Paganoni, A. M. |
Title of the convention |
17th Conference of the International Federation of Classification Societies |
Location of the convention |
Oporto |
Title of the review |
--
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Pages |
154 |
Item link |
http://hdl.handle.net/11311/1228001 |
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Optimal timing of bone-marrow transplant in myelodysplastic syndromes through multi-state modeling and microsimulation (Show >>)(Hide <<)
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Author/s |
Gregorio, C.; Spreafico, M.; Ieva, F. |
Title of the convention |
Convegno Società Italiana di Statistica 2022 |
Location of the convention |
Caserta |
Title of the review |
--
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Pages |
1436 - 1441 |
Item link |
http://hdl.handle.net/11311/1219128 |
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Personalised effect of discontinuing treatment in heart failure patients through multi-state modeling (Show >>)(Hide <<)
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Author/s |
Gregorio, C.; Barbati, G.; Ieva, F. |
Title of the convention |
International Workshop Statistical Modelling |
Location of the convention |
Trieste |
Title of the review |
--
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Pages |
178 - 182 |
Item link |
http://hdl.handle.net/11311/1219129 |
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Semi-parametric generalized linear mixed effects models for binary response for the analysis of heart failure hospitalizations (Show >>)(Hide <<)
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Author/s |
Ragni, A.; Masci, C.; Ieva, F.; Paganoni, A. M. |
Title of the convention |
51th Scientific Meeting of the Italian Statistical Society |
Location of the convention |
Caserta |
Period of the convention |
22-24 June |
Title of the review |
--
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Pages |
2042 - 2047 |
Item link |
http://hdl.handle.net/11311/1222328 |
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Journal Articles |
A Deep Survival EWAS approach estimating risk profile based on pre-diagnostic DNA methylation: An application to breast cancer time to diagnosis (Show >>)(Hide <<)
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Author/s |
Massi, Michela Carlotta; Dominoni, Lorenzo; Ieva, Francesca; Fiorito, Giovanni |
Title of the review |
PLOS COMPUTATIONAL BIOLOGY (ISSN: 1553-7358) |
Volume |
18 |
Brochure |
9 |
Pages |
1 - 28 |
Item link |
http://hdl.handle.net/11311/1221950 |
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A blood DNA methylation biomarker for predicting short-term risk of cardiovascular events (Show >>)(Hide <<)
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Author/s |
Cappozzo, Andrea; Mccrory, Cathal; Robinson, Oliver; Freni Sterrantino, Anna; Sacerdote, Carlotta; Krogh, Vittorio; Panico, Salvatore; Tumino, Rosario; Iacoviello, Licia; Ricceri, Fulvio; Sieri, Sabina; Chiodini, Paolo; Mckay, Gareth J.; Mcknight, Amy Jayne; Kee, Frank; Young, Ian S.; Mcguinness, Bernadette; Crimmins, Eileen M.; Arpawong, Thalida Em; Kenny, Rose Anne; O’Halloran, Aisling; Polidoro, Silvia; Solinas, Giuliana; Vineis, Paolo; Ieva, Francesca; Fiorito, Giovanni |
Title of the review |
CLINICAL EPIGENETICS (ISSN: 1868-7083) |
Volume |
14 |
Brochure |
1 |
Pages |
1 - 17 |
Item link |
http://hdl.handle.net/11311/1221467 |
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Imaging-based representation and stratification of intra-tumor heterogeneity via tree-edit distance (Show >>)(Hide <<)
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Author/s |
Cavinato, L.; Pegoraro, M.; Ragni, A.; Sollini, M.; Erba, P. A.; Ieva, F. |
Title of the review |
SCIENTIFIC REPORTS (ISSN: 2045-2322) |
Volume |
12 |
Brochure |
1 |
Pages |
1 - 15 |
Item link |
http://hdl.handle.net/11311/1227841 |
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Modelling time-varying covariates effect on survival via functional data analysis: application to the MRC BO06 trial in osteosarcoma (Show >>)(Hide <<)
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Author/s |
Spreafico, Marta; Ieva, Francesca; Fiocco, Marta |
Title of the review |
STATISTICAL METHODS & APPLICATIONS (ISSN: 1618-2510) |
Volume |
online |
Brochure |
-- |
Pages |
1 - 28 |
Item link |
http://hdl.handle.net/11311/1217425 |
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Oligoscore: a clinical score to predict overall survival in patients with oligometastatic disease treated with stereotactic body radiotherapy (Show >>)(Hide <<)
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Author/s |
Franceschini, Davide; Polenghi, Vanessa; Franzese, Ciro; Comito, Tiziana; Navarria, Pierina; D'Agostino, Giuseppe R; Ieva, Francesca; Scorsetti, Marta |
Title of the review |
ACTA ONCOLOGICA (ISSN: 0284-186X) |
Volume |
61 |
Brochure |
5 |
Pages |
553 - 559 |
Item link |
http://hdl.handle.net/11311/1233509 |
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PET/CT‑based radiomics of mass‑forming intrahepatic cholangiocarcinoma improves prediction of pathology data and survival (Show >>)(Hide <<)
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Author/s |
Fiz, F.; Masci, C.; Costa, G.; Sollini, M.; Chiti, A.; Ieva, F.; Torzilli, G.; Viganò, L. |
Title of the review |
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING (ISSN: 1619-7089) |
Volume |
49 |
Brochure |
10 |
Pages |
3387 - 3400 |
Item link |
http://hdl.handle.net/11311/1227839 |
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Semiparametric Multinomial Mixed-Effects Models: a University Student Profiling Tool (Show >>)(Hide <<)
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Author/s |
Masci, C.; Ieva, F.; Paganoni, A. M. |
Title of the review |
THE ANNALS OF APPLIED STATISTICS (ISSN: 1932-6157) |
Volume |
16 |
Brochure |
3 |
Pages |
1608 - 1632 |
Item link |
http://hdl.handle.net/11311/1203116 |
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List of publications and reserach products for the year 2021 (Show all details | Hide all details) |
Type |
Title of the Publicaiton/Product |
Abstract in Rivista |
PH-0656 Prediction of toxicity after prostate cancer RT: the value of a SNP-interaction polygenic risk score (Show >>)(Hide <<)
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Author/s |
Rancati, T.; Massi, M.; Franco, N.; Avuzzi, B.; Azria, D.; Choudhury, A.; Cicchetti, A.; Dirk, D. R.; Dunning, A.; Elliott, R.; Ieva, F.; Kerns, S.; Lambrecht, M.; Manzoni, A.; Paganoni, A.; Rosenstein, B.; Seibold, P.; Sperk, E.; Talbot, C.; Vega, A.; Veldeman, L.; Zunino, P.; Webb, A.; Chang-Claude, J.; West, C. |
Title of the review |
RADIOTHERAPY AND ONCOLOGY (ISSN: 0167-8140) |
Volume |
161 |
Pages |
S526 - S528 |
Item link |
http://hdl.handle.net/11311/1186328 |
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Conference proceedings |
A Functional Data Analysis Approach to Left Ventricular Remodeling Assessment (Show >>)(Hide <<)
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Author/s |
Clementi, Letizia; Gregorio, Caterina; Savare, Laura; Ieva, Francesca; Santambrogio, M. D.; Sangalli, L. M. |
Title of the convention |
43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2021 |
Location of the convention |
mex |
Period of the convention |
2021 |
Title of the review |
--
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Pages |
3505 - 3508 |
Item link |
http://hdl.handle.net/11311/1204651 |
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Cross-Subject EEG Channel Selection for the Detection of Predisposition to Alcoholism (Show >>)(Hide <<)
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Author/s |
Massi, M.; Ieva, F. |
Title of the convention |
SIS2021 |
Location of the convention |
Pisa |
Period of the convention |
21/06/2021 - 25/06/2021 |
Title of the review |
--
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Pages |
997 - 1002 |
Item link |
http://hdl.handle.net/11311/1181132 |
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Functional representation of potassium trajectories for dynamic monitoring of Heart Failure patients (Show >>)(Hide <<)
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Author/s |
Gregorio, C.; Barbati, G.; Ieva, F. |
Title of the convention |
Convegno Società Italiana di Statistica 2021 |
Location of the convention |
Pisa |
Title of the review |
--
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Pages |
1150 - 1153 |
Item link |
http://hdl.handle.net/11311/1182929 |
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Interpretability and interaction learning for logistic regression models (Show >>)(Hide <<)
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Author/s |
Franco, N. R.; Massi, M. C.; Ieva, F.; Paganoni, A. M. |
Title of the convention |
50th Meeting of the Italian Statistical Society |
Location of the convention |
Pisa, Italy |
Period of the convention |
21/06/2021 - 25/06/2021 |
Title of the review |
--
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Pages |
1082 - 1087 |
Item link |
http://hdl.handle.net/11311/1178442 |
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Learning Signal Representations for EEG Cross-Subject Channel Selection and Trial Classification (Show >>)(Hide <<)
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Author/s |
Massi, Michela C.; Ieva, Francesca |
Title of the convention |
2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP) |
Location of the convention |
Gold Coast, Australia |
Title of the review |
--
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Pages |
1 - 6 |
Item link |
http://hdl.handle.net/11311/1190423 |
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Modelling longitudinal latent toxicity profiles evolution in osteosarcoma patients (Show >>)(Hide <<)
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Author/s |
Spreafico, M.; Ieva, F.; Fiocco, M. |
Title of the convention |
50th Meeting of the Italian Statistical Society |
Location of the convention |
Pisa (Italy) |
Title of the review |
--
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Pages |
566 - 571 |
Item link |
http://hdl.handle.net/11311/1177645 |
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Multinomial semiparametric mixed-effects model for profiling engineering university students (Show >>)(Hide <<)
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Author/s |
Masci, C.; Ieva, F.; Paganoni, A. M. |
Title of the convention |
SIS 2021 |
Location of the convention |
online |
Title of the review |
--
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Pages |
1481 - 1486 |
Item link |
http://hdl.handle.net/11311/1178523 |
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Quantitative depth-based [18F]FMCH-avid lesion profiling in prostate cancer treatment (Show >>)(Hide <<)
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Author/s |
Cavinato, Lara; Ragni, Alessandra; Ieva, Francesca; Sollini, Martina; Bartoli, Francesco; Erba, Paola Anna |
Title of the convention |
The 50th Scientific Meeting of the Italian Statistical Society |
Location of the convention |
Online |
Title of the review |
--
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Pages |
560 - 565 |
Item link |
http://hdl.handle.net/11311/1177649 |
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Recurrence-specific supervised graph clustering for subtyping Hodgkin Lymphoma radiomic phenotypes (Show >>)(Hide <<)
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Author/s |
Cavinato, L; Gozzi, N; Sollini, M; Carlo-Stella, C; Chiti, A; Ieva, F |
Title of the convention |
2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC) |
Location of the convention |
Online |
Title of the review |
--
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Pages |
2155 - 2158 |
Item link |
http://hdl.handle.net/11311/1192444 |
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Virtual biopsy in action: a radiomic-based model for CALI prediction (Show >>)(Hide <<)
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Author/s |
Ieva, Francesca; Baroni, Giulia; Cavinato, Lara; Masci, Chiara; Costa, Guido; Fiz, Francesco; Chiti, Arturo; Viganò, Luca |
Title of the convention |
SIS 2021 - 50th Meeting of the Italian Statistical Society |
Location of the convention |
Pisa (virtual conference) |
Period of the convention |
21/6/2021 - 25/6/2021 |
Title of the review |
--
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Pages |
1438 - 1443 |
Item link |
http://hdl.handle.net/11311/1177646 |
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Journal Articles |
Chemotherapy-Associated Liver Injuries: Unmet Needs and New Insights for Surgical Oncologists (Show >>)(Hide <<)
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Author/s |
Vigano, Luca; Sollini, Martina; Ieva, Francesca; Fiz, Francesco; Torzilli, Guido |
Title of the review |
ANNALS OF SURGICAL ONCOLOGY (ISSN: 1068-9265) |
Volume |
28 |
Brochure |
8 |
Pages |
4074 - 4079 |
Item link |
http://hdl.handle.net/11311/1233554 |
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Development of a method for generating SNP interaction-aware polygenic risk scores for radiotherapy toxicity (Show >>)(Hide <<)
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Author/s |
Franco, Nicola Rares; Massi, Michela Carlotta; Ieva, Francesca; Manzoni, Andrea; Paganoni, Anna Maria; Zunino, Paolo; Veldeman, Liv; Ost, Piet; Fonteyne, Valérie; Talbot, Christopher J; Rattay, Tim; Webb, Adam; Johnson, Kerstie; Lambrecht, Maarten; Haustermans, Karin; De Meerleer, Gert; de Ruysscher, Dirk; Vanneste, Ben; Van Limbergen, Evert; Choudhury, Ananya; Elliott, Rebecca M; Sperk, Elena; Veldwijk, Marlon; Herskind, Carsten; Avuzzi, Barbara; Noris Chiorda, Barbara; Valdagni, Riccardo; Azria, David; Farcy-Jacquet, Marie-Pierre; Brengues, Muriel; Rosenstein, Barry S; Stock, Richard G; Vega, Ana; Elías Aguado-Barrera, Miguel; Sosa-Fajardo, Paloma; Dunning, Alison M; Fachal, Laura; Kerns, Sarah L; Payne, Debbie; Chang-Claude, Jenny; Seibold, Petra; Ml West, Catharine; Rancati, Tiziana |
Title of the review |
RADIOTHERAPY AND ONCOLOGY (ISSN: 0167-8140) |
Volume |
159 |
Brochure |
-- |
Pages |
241 - 248 |
Item link |
http://hdl.handle.net/11311/1171190 |
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Dynamic monitoring of the effects of adherence to medication on survival in Heart Failure patients: a joint modelling approach exploiting time-varying covariates (Show >>)(Hide <<)
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Early-predicting dropout of university students: an application of innovative multilevel machine learning and statistical techniques (Show >>)(Hide <<)
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Author/s |
Cannistrà, M.; Masci, C.; Ieva, F.; Paganoni, A. M.; Agasisti, T. |
Title of the review |
STUDIES IN HIGHER EDUCATION (ISSN: 1470-174X) |
Volume |
[early access 2021] |
Brochure |
-- |
Pages |
1 - 22 |
Item link |
http://hdl.handle.net/11311/1204531 |
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Evaluating class and school effects on the joint student achievements in different subjects: a bivariate semiparametric model with random coefficients (Show >>)(Hide <<)
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Author/s |
Masci, C.; Ieva, F.; Agasisti, T.; Paganoni, A. M. |
Title of the review |
COMPUTATIONAL STATISTICS (ISSN: 0943-4062) |
Volume |
36 |
Brochure |
-- |
Pages |
2337 - 2377 |
Item link |
http://hdl.handle.net/11311/1178522 |
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Feature selection for imbalanced data with deep sparse autoencoders ensemble (Show >>)(Hide <<)
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Author/s |
Massi, Michela Carlotta; Gasperoni, Francesca; Ieva, Francesca; Paganoni, Anna Maria |
Title of the review |
STATISTICAL ANALYSIS AND DATA MINING (ISSN: 1932-1864) |
Volume |
[early view] |
Brochure |
-- |
Pages |
1 - 20 |
Item link |
http://hdl.handle.net/11311/1192007 |
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Functional modeling of recurrent events on time‐to‐event processes (Show >>)(Hide <<)
|
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Generalized mixed-effects random forest: A flexible approach to predict university student dropout (Show >>)(Hide <<)
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Author/s |
Pellagatti, Massimo; Masci, Chiara; Ieva, Francesca; Paganoni, Anna M. |
Title of the review |
STATISTICAL ANALYSIS AND DATA MINING (ISSN: 1932-1864) |
Volume |
14 |
Brochure |
3 |
Pages |
241 - 257 |
Item link |
http://hdl.handle.net/11311/1233555 |
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Generalized mixed‐effects random forest: A flexible approach to predict university student dropout (Show >>)(Hide <<)
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Author/s |
Pellagatti, M.; Masci, C.; Ieva, F.; Paganoni, A. M. |
Title of the review |
STATISTICAL ANALYSIS AND DATA MINING (ISSN: 1932-1864) |
Volume |
14 |
Brochure |
3 |
Pages |
241 - 257 |
Item link |
http://hdl.handle.net/11311/1176280 |
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Novel longitudinal Multiple Overall Toxicity (MOTox) score to quantify adverse events experienced by patients during chemotherapy treatment: a retrospective analysis of the MRC BO06 trial in osteosarcoma (Show >>)(Hide <<)
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Author/s |
Spreafico, M.; Ieva, F.; Arlati, F.; Capello, F.; Fatone, F.; Fedeli, F.; Genalti, G.; Anninga, J.; Gelderblom, H.; Fiocco, M. |
Title of the review |
BMJ OPEN (ISSN: 2044-6055) |
Volume |
11 |
Brochure |
12 |
Pages |
1 - 12 |
Item link |
http://hdl.handle.net/11311/1192635 |
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Performing Learning Analytics via Generalised Mixed-Effects Trees (Show >>)(Hide <<)
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Author/s |
Fontana, L.; Masci, C.; Ieva, F.; Paganoni, A. M. |
Title of the review |
DATA (ISSN: 2306-5729) |
Volume |
6 |
Brochure |
7 |
Pages |
1 - 30 |
Item link |
http://hdl.handle.net/11311/1179929 |
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Virtual Biopsy for Diagnosis of Chemotherapy-Associated Liver Injuries and Steatohepatitis: A Combined Radiomic and Clinical Model in Patients with Colorectal Liver Metastases (Show >>)(Hide <<)
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Author/s |
Costa, Guido; Cavinato, Lara; Masci, Chiara; Fiz, Francesco; Sollini, Martina; Politi, Letterio Salvatore; Chiti, Arturo; Balzarini, Luca; Aghemo, Alessio; di Tommaso, Luca; Ieva, Francesca; Torzilli, Guido; Viganò, Luca |
Title of the review |
CANCERS (ISSN: 2072-6694) |
Volume |
13 |
Brochure |
12 |
Pages |
1 - 18 |
Item link |
http://hdl.handle.net/11311/1177607 |
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[18F]FMCH PET/CT biomarkers and similarity analysis to refine the definition of oligometastatic prostate cancer (Show >>)(Hide <<)
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Author/s |
Sollini, Martina; Bartoli, Francesco; Cavinato, Lara; Ieva, Francesca; Ragni, Alessandra; Marciano, Andrea; Zanca, Roberta; Galli, Luca; Paiar, Fabiola; Pasqualetti, Francesco; Erba, Paola Anna |
Title of the review |
EJNMMI RESEARCH (ISSN: 2191-219X) |
Volume |
11 |
Brochure |
1 |
Pages |
1 - 10 |
Item link |
http://hdl.handle.net/11311/1190954 |
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List of publications and reserach products for the year 2020 (Show all details | Hide all details) |
Type |
Title of the Publicaiton/Product |
Abstract in Atti di convegno |
Deep Sparse Autoencoder-based Feature Selection for SNPs validation in Prostate Cancer Radiogenomics (Show >>)(Hide <<)
|
Author/s |
Massi, M. C.; Ieva, F.; Paganoni, A.; Manzoni, A.; Zunino, P.; Franco, N. R.; Rancati, T.; West, C. |
Title of the book |
Book of Short Papers SIS 2020 (ISBN: 9788891910776) |
Author/s of the book |
A. Pollice, N. Salvati, F. Schirripa Spagnolo |
Publisher |
Pearson |
Number of pages |
6 |
Title of the convention |
SIS2020 |
Pages |
756 - 761 |
Item link |
http://hdl.handle.net/11311/1150035 |
|
Contributions on scientific books |
Modeling the Effect of Recurrent Events on Time-to-event Processes by Means of Functional Data (Show >>)(Hide <<)
|
Author/s of the contributin |
Ieva, F.; Spreafico, M.; Burba, D. |
Title of the book |
Functional and High-Dimensional Statistics and Related Fields (ISBN: 978-3-030-47755-4) |
Author/s of the book |
G. Aneiros, I. Horová, M. Hušková, P. Vieu |
Publisher |
Contributions to Statistics. Springer, Cham |
Pages |
137 - 144 |
Item link |
http://hdl.handle.net/11311/1141243 |
|
Proton-Pump Inhibitor Provider Profiling via Funnel Plots and Poisson Regression (Show >>)(Hide <<)
|
Author/s of the contributin |
Delle VEDOVE, Dario; Ieva, Francesca; Paganoni, ANNA MARIA |
Title of the book |
Book of short papers - SIS 2020 (ISBN: 9788891910776) |
Author/s of the book |
Alessio Pollice, Nicola Salvati, Francesco Schirripa Spagnolo |
Publisher |
Pearson |
Pages |
797 - 802 |
Item link |
http://hdl.handle.net/11311/1149747 |
|
Conference proceedings |
A functional approach to study the relationship between dynamic covariates and survival outcomes: an application to a randomized clinical trial on osteosarcoma (Show >>)(Hide <<)
|
Author/s |
Spreafico, M.; Ieva, F.; Fiocco, M. |
Title of the convention |
50th Meeting of the Italian Statistical Society |
Location of the convention |
Pisa (Italy) |
Title of the review |
--
|
Pages |
727 - 732 |
Item link |
http://hdl.handle.net/11311/1149722 |
|
Generalized Mixed Effects Random Forest: does Machine Learning help in predicting university student dropout? (Show >>)(Hide <<)
|
Author/s |
Pellagatti, M.; Masci, C.; Ieva, F.; Paganoni, A. M. |
Title of the convention |
SIS 2020 |
Location of the convention |
Pisa |
Title of the review |
--
|
Pages |
1071 - 1076 |
Item link |
http://hdl.handle.net/11311/1150244 |
|
Impact of time-dependent medication adherence on Heart Failure patients using a joint modelling framework (Show >>)(Hide <<)
|
Author/s |
Spreafico, M.; Ieva, F. |
Title of the convention |
X Congresso Nazionale SISMEC |
Location of the convention |
Rome (Italy) |
Title of the review |
--
|
Pages |
193 - 197 |
Item link |
http://hdl.handle.net/11311/1146400 |
|
Including dynamic covariates in survival models via Functional Data Analysis: an application to osteosarcoma (Show >>)(Hide <<)
|
Author/s |
Spreafico, M.; Ieva, F.; Fiocco, M. |
Title of the convention |
ISCB41 – 41st Annual Conference of the International Society for Clinical Biostatistics |
Location of the convention |
Krakow (Poland) |
Title of the review |
--
|
Pages |
137 |
Item link |
http://hdl.handle.net/11311/1145241 |
|
Modeling the effect of dynamic covariates on time-to-event processes via Functional Data Analysis (Show >>)(Hide <<)
|
Author/s |
Ieva, F.; Spreafico, M.; Burba, D. |
Title of the convention |
ISCB41 - 41st Annual Conference of the International Society for Clinical Biostatistics |
Location of the convention |
Krakow (Poland) |
Title of the review |
--
|
Pages |
137 |
Item link |
http://hdl.handle.net/11311/1145245 |
|
PET radiomics-based lesions representation in Hodgkin lymphoma patients (Show >>)(Hide <<)
|
Author/s |
Cavinato, Lara.; Sollini, Martina.; Kirienko, Margarita.; Biroli, Matteo.; Ricci, Francesca.; Calderoni, Letizia.; Tabacchi, Elena.; Nanni, Cristina.; Zinzani, Pier Luigi.; Fanti, Stefano.; Guidetti, Anna.; Alessi, Alessandra.; Corradini, Paolo.; Seregni, Ettore.; Carlo-Stella, Carmelo.; Chiti, Arturo.; Ieva, Francesca |
Title of the convention |
The 50th Scientific Meeting of the Italian Statistical Society |
Location of the convention |
Online |
Title of the review |
--
|
Pages |
474 - 479 |
Item link |
http://hdl.handle.net/11311/1155242 |
|
Prediction of late radiotherapy toxicity in prostate cancer patients via joint analysis of SNPs sequences (Show >>)(Hide <<)
|
Author/s |
Franco, Nicola Rares; Massi, Michela Carlotta; Ieva, Francesca; Paganoni, Anna Maria; Manzoni, Andrea; Zunino, Paolo; Rancati, Tiziana; West, Catharine |
Title of the convention |
50th Meeting of the Italian Statistical Society |
Location of the convention |
Pisa, Italy |
Title of the review |
--
|
Pages |
780 - 784 |
Item link |
http://hdl.handle.net/11311/1149958 |
|
Scientific Books |
|
Journal Articles |
A Deep Learning Approach Validates Genetic Risk Factors for Late Toxicity After Prostate Cancer Radiotherapy in a REQUITE Multi-National Cohort (Show >>)(Hide <<)
|
Author/s |
Massi, MICHELA CARLOTTA; Gasperoni, Francesca; Ieva, Francesca; Paganoni, ANNA MARIA; Zunino, Paolo; Manzoni, Andrea; Franco, NICOLA RARES; Veldeman, Liv; Ost, Piet; Fonteyne, Val('(e))rie; Talbot, Christopher J.; Rattay, Tim; Webb, Adam; Symonds, Paul R.; Johnson, Kerstie; Lambrecht, Maarten; Haustermans, Karin; De Meerleer, Gert; de Ruysscher, Dirk; Vanneste, Ben; Van Limbergen, Evert; Choudhury, Ananya; Elliott, Rebecca M.; Sperk, Elena; Herskind, Carsten; Veldwijk, Marlon R.; Avuzzi, Barbara; Giandini, Tommaso; Valdagni, Riccardo; Cicchetti, Alessandro; Azria, David; Farcy Jacquet, Marie-Pierre; Rosenstein, Barry S.; Stock, Richard G.; Collado, Kayla; Vega, Ana; El('(i))as Aguado-Barrera, Miguel; Calvo, Patricia; Dunning, Alison M.; Fachal, Laura; Kerns, Sarah L.; Payne, Debbie; Chang-Claude, Jenny; Seibold, Petra; West, Catharine M. L.; Rancati, Tiziana |
Title of the review |
FRONTIERS IN ONCOLOGY (ISSN: 2234-943X) |
Volume |
10 |
Brochure |
-- |
Pages |
1 - 15 |
Item link |
http://hdl.handle.net/11311/1148162 |
|
Adherence to Disease-Modifying Therapy in Patients Hospitalized for HF: Findings from a Community-Based Study (Show >>)(Hide <<)
|
Author/s |
Spreafico, M.; Gasperoni, F.; Barbati, G.; Ieva, F.; Scagnetto, A.; Zanier, L.; Iorio, A.; Sinagra, G.; Di Lenarda, A. |
Title of the review |
AMERICAN JOURNAL OF CARDIOVASCULAR DRUGS (ISSN: 1175-3277) |
Volume |
20 |
Brochure |
-- |
Pages |
179 - 190 |
Item link |
http://hdl.handle.net/11311/1105434 |
|
Component-wise outlier detection methods for robustifying multivariate functional samples (Show >>)(Hide <<)
|
Author/s |
Ieva, Francesca; Paganoni, ANNA MARIA |
Title of the review |
STATISTICAL PAPERS (ISSN: 0932-5026) |
Volume |
61 |
Brochure |
2 |
Pages |
595 - 614 |
Item link |
http://hdl.handle.net/11311/1032542 |
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Data mining application to healthcare fraud detection: a two-step unsupervised clustering method for outlier detection with administrative databases (Show >>)(Hide <<)
|
Author/s |
Massi, MICHELA CARLOTTA; Ieva, Francesca; Lettieri, Emanuele |
Title of the review |
BMC MEDICAL INFORMATICS AND DECISION MAKING (ISSN: 1472-6947) |
Volume |
20 |
Brochure |
-- |
Pages |
1 - 11 |
Item link |
http://hdl.handle.net/11311/1145606 |
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Evaluating the effect of healthcare providers on the clinical path of heart failure patients through a semi-Markov, multi-state model (Show >>)(Hide <<)
|
Author/s |
Gasperoni, F.; Ieva, F.; Paganoni, A. M.; Jackson, C. H.; Sharples, L. |
Title of the review |
BMC HEALTH SERVICES RESEARCH (ISSN: 1472-6963) |
Volume |
20 |
Brochure |
1 |
Pages |
1 - 11 |
Item link |
http://hdl.handle.net/11311/1156682 |
|
Joint modelling of recurrent events and survival: a Bayesian nonparametric approach (Show >>)(Hide <<)
|
Author/s |
Paulon, Giorgio; DE IORIO, Maria; Guglielmi, Alessandra; Ieva, Francesca |
Title of the review |
BIOSTATISTICS (ISSN: 1468-4357) |
Volume |
21 |
Brochure |
1 |
Pages |
1 - 14 |
Item link |
http://hdl.handle.net/11311/1055818 |
|
Methodological framework for radiomics applications in Hodgkin’s lymphoma (Show >>)(Hide <<)
|
Author/s |
Sollini, Martina; Kirienko, Margarita; Cavinato, Lara; Ricci, Francesca; Biroli, Matteo; Ieva, Francesca; Calderoni, Letizia; Tabacchi, Elena; Nanni, Cristina; Luigi Zinzani, Pier; Fanti, Stefano; Guidetti, Anna; Alessi, Alessandra; Corradini, Paolo; Seregni7 Carmelo Carlo-Stella and Arturo Chiti, Ettore |
Title of the review |
EUROPEAN JOURNAL OF HYBRID IMAGING (ISSN: 2510-3636) |
Volume |
4 |
Brochure |
1 |
Pages |
1 - 17 |
Item link |
http://hdl.handle.net/11311/1137437 |
|
Non-parametric frailty Cox models for hierarchical time-to-event data (Show >>)(Hide <<)
|
Author/s |
Gasperoni, Francesca; Ieva, Francesca; Paganoni, Anna Maria; Jackson, Christopher H; Sharples, Linda |
Title of the review |
BIOSTATISTICS (ISSN: 1468-4357) |
Volume |
21 |
Brochure |
3 |
Pages |
531 - 544 |
Item link |
http://hdl.handle.net/11311/1073057 |
|
Number of lung resections performed and long-term mortality rates of patients after lung cancer surgery: evidence from an Italian investigation (Show >>)(Hide <<)
|
Author/s |
Rea, Federico; Ieva, Francesca; Pastorino, Ugo; Apolone, Giovanni; Barni, Sandro; Merlino, Luca; Franchi, Matteo; Corrao, Giovanni |
Title of the review |
EUROPEAN JOURNAL OF CARDIO-THORACIC SURGERY (ISSN: 1010-7940) |
Volume |
58 |
Brochure |
1 |
Pages |
70 - 77 |
Item link |
http://hdl.handle.net/11311/1130730 |
|
List of publications and reserach products for the year 2019 (Show all details | Hide all details) |
Type |
Title of the Publicaiton/Product |
Traduzione di libro |
|
Abstract in Atti di convegno |
Data Mining Application to Healthcare Fraud Detection: Two-Step Unsupervised Clustering Method for Outlier Detection with Administrative Databases (Show >>)(Hide <<)
|
Author/s |
Massi, MICHELA CARLOTTA; Ieva, F.; Lettieri, E. |
Title of the book |
Smart Statistics for Smart Applications (ISBN: 9788891915108) |
Author/s of the book |
G. Arbia, S. Peluso, A. Pini, G. Rivellini |
Publisher |
Pearson |
Number of pages |
8 |
Period of the convention |
18/06/2019 - 21/06/2019 |
Pages |
977 - 984 |
Item link |
http://hdl.handle.net/11311/1103634 |
|
Poster |
Investigating the role of proteinuria in renal disease: A real-world clinical case study (Show >>)(Hide <<)
|
Author/s |
Spreafico, M.; Ieva, F. |
Title of the book |
Book of Abstract 40th Annual Conference of the International Society for Clinical Biostatistics (ISBN: 9789461652874) |
Number of pages |
2 |
Pages |
553 - 554 |
Item link |
http://hdl.handle.net/11311/1097106 |
|
Conference proceedings |
Are Real World Data the smart way of doing Health Analytics? (Show >>)(Hide <<)
|
Author/s |
Ieva, F. |
Title of the convention |
SIS2019 - Smart Statistics for Smart Applications |
Location of the convention |
Milano (IT) |
Period of the convention |
18/06/2019 - 21/06/2019 |
Title of the review |
--
|
Pages |
919 - 923 |
Item link |
http://hdl.handle.net/11311/1094885 |
|
BIVARIATE SEMI-PARAMETRIC MIXED-EFFECTS MODELS FOR CLASSIFYING THE EFFECTS OF ITALIAN CLASSES ON MULTIPLE STUDENT ACHIEVEMENTS (Show >>)(Hide <<)
|
Author/s |
Masci, C.; Ieva, F.; Agasisti, T.; Paganoni, A. M. |
Title of the convention |
CLADAG 2019 |
Location of the convention |
Cassino |
Title of the review |
--
|
Pages |
1 - 6 |
Item link |
http://hdl.handle.net/11311/1227949 |
|
Classification of Italian classes via bivariate semiparametric multilevel models (Show >>)(Hide <<)
|
Author/s |
Masci, C.; Agasisti, T.; Ieva, F.; Paganoni, A. M. |
Title of the convention |
XLX Scientific Meeting of the Italian Statistical Society |
Location of the convention |
Milano |
Title of the review |
--
|
Pages |
971 - 976 |
Item link |
http://hdl.handle.net/11311/1097434 |
|
Hospital effect on 3-years-survival in patients undergone to lung tumor surgery: a real-world study. (Show >>)(Hide <<)
|
Author/s |
Ieva, F.; Rea, F.; Barni, S.; Corrao, G. |
Title of the convention |
ISCB40 |
Location of the convention |
Leuven |
Period of the convention |
14/07/2019 - 18/07/2019 |
Title of the review |
--
|
Pages |
396 |
Item link |
http://hdl.handle.net/11311/1095445 |
|
Joint Models: a smart way to include functional data in healthcare analytics (Show >>)(Hide <<)
|
Author/s |
Spreafico, Marta; Ieva, F. |
Title of the convention |
SIS 2019 - Smart Statistics for Smart Applications |
Location of the convention |
Milan (Italy) |
Title of the review |
--
|
Pages |
1089 - 1094 |
Item link |
http://hdl.handle.net/11311/1097086 |
|
Journal Articles |
A k-means procedure based on a Mahalanobis type distance for clustering multivariate functional data (Show >>)(Hide <<)
|
Author/s |
Martino, Andrea; Ghiglietti, Andrea; Ieva, Francesca; Paganoni, Anna Maria |
Title of the review |
STATISTICAL METHODS & APPLICATIONS (ISSN: 1618-2510) |
Volume |
28 |
Brochure |
-- |
Pages |
301 - 322 |
Item link |
http://hdl.handle.net/11311/1069745 |
|
Adherence to recommendations and clinical outcomes of patients hospitalized for stroke: the role of the admission ward - a real-life investigation from Italy (Show >>)(Hide <<)
|
Author/s |
Rea, Federico; Micieli, Giuseppe; Musicco, Massimo; Cavallini, Anna; Santucci, Claudia; Merlino, Luca; Ieva, Francesca; Ferrarese, Carlo; Corrao, Giovanni |
Title of the review |
NEUROLOGICAL SCIENCES (ISSN: 1590-3478) |
Volume |
40 |
Brochure |
7 |
Pages |
1433 - 1442 |
Item link |
http://hdl.handle.net/11311/1087067 |
|
Author/s |
Tantardini, Mattia; Ieva, Francesca; Tajoli, Lucia; Piccardi, Carlo |
Title of the review |
SCIENTIFIC REPORTS (ISSN: 2045-2322) |
Volume |
9 |
Brochure |
1 |
Pages |
1 - 19 |
Item link |
http://hdl.handle.net/11311/1119094 |
|
Semiparametric mixed-effects models for unsupervised classification of Italian schools (Show >>)(Hide <<)
|
Author/s |
Masci, Chiara; Paganoni, ANNA MARIA; Ieva, Francesca |
Title of the review |
JOURNAL OF THE ROYAL STATISTICAL SOCIETY. SERIES A. STATISTICS IN SOCIETY (ISSN: 0964-1998) |
Volume |
182 |
Brochure |
4 |
Pages |
1313 - 1342 |
Item link |
http://hdl.handle.net/11311/1083188 |
|
roahd Package: Robust Analysis of High Dimensional Data (Show >>)(Hide <<)
|
Author/s |
Ieva, F.; Paganoni, A. M.; Romo, J.; Tarabelloni, N. |
Title of the review |
THE R JOURNAL (ISSN: 2073-4859) |
Volume |
11 |
Brochure |
2 |
Pages |
291 - 307 |
Item link |
http://hdl.handle.net/11311/1118289 |
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