Massimo Filippi

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All published works

Action	Title	Year	Authors
+ PDF Chat	Semi-Supervised Diffusion Model for Brain Age Prediction	2024	Ayodeji Ijishakin Sophie Martin Florence J. Townend Federica Agosta Edoardo Gioele Spinelli Silvia Basaia Paride Schito Yuri Falzone Massimo Filippi James H. Cole
+	Quantification of Thalamic Volume in Multiple Sclerosis: From the Multicenter INNI Dataset Towards the Clinical Application (P10-3.002)	2023	Loredana Storelli Elisabetta Pagani Patrizià Pantano Gioacchino Tedeschi Nicola De Stefano Paolo Preziosa Maria A. Rocca Massimo Filippi
+ PDF Chat	The impact of PM2.5, PM10 and NO2 on Covid-19 severity in a sample of patients with multiple sclerosis: A case-control study	2022	Marta Ponzano Irene Schiavetti Roberto Bergamaschi Enrico Pisoni Andrea Bellavia Giulia Mallucci Luca Carmisciano Matilde Inglese Cinzia Cordioli Girolama Alessandra Marfia
+	Evaluation of the combined effect of mobility and seasonality on the COVID-19 pandemic: a Lombardy-based study.	2022	Yuri Falzone Luca Bosco Giacomo Sferruzza Tommaso Russo Marco Vabanesi Carlo Signorelli Massimo Filippi
+ PDF Chat	COVID-19 vaccine uptake among family caregivers of people with dementia: The role of attitudes toward vaccination, perceived social support and personality traits	2022	Francesco Bruno Antonio Malvaso Francesca Chiesi Valentina Laganà Rocco Servidio Valeria Isella Carlo Ferrarese Federica Gottardi Eloisa Stella Federica Agosta
+	Segmentation of Multiple Sclerosis Lesions across Hospitals: Learn Continually or Train from Scratch?	2022	Enamundram Naga Karthik Anne Kerbrat Pierre Labauge Tobias Granberg Jason F. Talbott Daniel S. Reich Massimo Filippi Rohit Bakshi Virginie Callot Sarath Chandar
+	The effect of air pollution on COVID‐19 severity in a sample of patients with multiple sclerosis	2021	Roberto Bergamaschi Marta Ponzano Irene Schiavetti Luca Carmisciano Cinzia Cordioli Massimo Filippi Marta Radaelli Paolo Immovilli Marco Capobianco Nicola De Rossi
+ PDF Chat	Evaluation of the Combined Effect of Mobility and Seasonality on the COVID-19 Pandemic: A Lombardy-Based Study	2021	Yuri Falzone Luca Bosco Giacomo Sferruzza Tommaso Russo Marco Vabanesi Massimo Filippi
+ PDF Chat	Evaluation of the Combined Effect of Mobility and Seasonality on the COVID-19 Pandemic: A Lombardy-Based Study	2021	Yuri Falzone Luca Bosco Giacomo Sferruzza Tommaso Russo Marco Vabanesi Massimo Filippi
+	Mega-Analysis Methods in ENIGMA: The Experience of the Generalized Anxiety Disorder Working Group	2020	André Zugman Anita Harrewijn Elise M. Cardinale Hannah Zwiebel Gabrielle F. Freitag Katy E. Werwath Janna Marie Bas‐Hoogendam Nynke A. Groenewold M. Aghajani Kevin Hilbert
+ PDF Chat	Multi-branch convolutional neural network for multiple sclerosis lesion segmentation	2019	Shahab Aslani Michael Dayan Loredana Storelli Massimo Filippi Vittorio Murino Maria A. Rocca Diego Sona
+ PDF Chat	Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks	2018	Charley Gros Benjamin De Leener Atef Badji Josefina Maranzano Dominique Eden Sara M. Dupont Jason F. Talbott Ren Zhuoquiong Yaou Liu Tobias Granberg
+	Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks	2018	Charley Gros Benjamin De Leener Atef Badji Josefina Maranzano Dominique Eden Sara M. Dupont Jason F. Talbott Ren Zhuoquiong Yaou Liu Tobias Granberg
+	Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks	2018	Charley Gros Benjamin De Leener Atef Badji Josefina Maranzano Dominique Eden Sara M. Dupont Jason F. Talbott Ren Zhuoquiong Yaou Liu Tobias Granberg
+	Imaging signature of multiple sclerosis phenotypes in grey matter.	2016	Arman Eshaghi Ferrán Prados WJ Brownlee Carmen Tur S. H. P. van de Pavert Niamh Cawley D. R. Altmann Declan Chard Nicola De Stefano Maria Laura Stromillo
+	Dynamic pattern of clinical and MRI findings in a tumefactive demyelinating lesion: A case report	2015	Paolo Preziosa Vittorio Martinelli Lucia Moiola Marta Radaelli Simonetta Gerevini Donata Guidetti Paolo Immovilli Emanuele Michieletti Paola Scagnelli M. Comola
+ PDF Chat	Erratum to: Atypical idiopathic inflammatory demyelinating lesions: prognostic implications and relation to multiple sclerosis	2014	M Wallner-Blazek Àlex Rovira Massimo Filippi Maria A. Rocca David H. Miller Klaus Schmierer Jette Lautrup Frederiksen Achim Gass Hugo Pereira Pinto Gama Charles Peter Tilbery
+ PDF Chat	A search for new MRI criteria for dissemination in space in subjects with a clinically isolated syndrome	2009	T. Korteweg Mar Tintoré Bernard M.J. Uitdehaag Dirk L. Knol Hugo Vrenken Àlex Rovira Jette Lautrup Frederiksen David H. Miller Kryshani Fernando Massimo Filippi
+	Optimizing diffusion measurements for large-scale, multicenter multiple sclerosis trials: a pan-European study	2008	Marco Rovaris Joy Hirsch Elisabetta Pagani Elisabetta Perego Achim Gass Petra J. W. Pouwels Stefan D. Roosendaal Frederik Barkhof Federica Agosta Domenico Caputo
+	Optimising diffusion measurements for large-scale, multicentre multiple sclerosis trials: a pan-European study	2008	Elisabetta Perego Marco Rovaris Jochen G. Hirsch Elisabetta Pagani Achim Gass Petra J. W. Pouwels S Rosendaal Frederik Barkhof Federica Agosta Domenico Caputo
+	Statistical Issues Related to the Use of MRI Data in Multiple Sclerosis	2007	Maria Pia Sormani Massimo Filippi
+	Modelling new enhancing MRI lesion counts in multiple sclerosis	2001	M.P. Sormani Paolo Bruzzi Marco Rovaris Frederik Barkhof G. Comi D.H. Miller G.R. Cutter Massimo Filippi
+	A quality network model for the daily care of multiple sclerosis	2000	L.D. Blumhardt B.J.D. Vermeij Maria Pia Amato O. Andersen G. Edan O. Fernandez Massimo Filippi J.W. Jr. Haas O.R. Hommes P. Rieckmann
+	Modelling MRI enhancing lesion counts in multiple sclerosis using a negative binomial model: implications for clinical trials	1999	Maria Pia Sormani Paolo Bruzzi D. H. Miller Claudio Gasperini Frederik Barkhof Massimo Filippi
+	Lesion load reproducibility and statistical sensitivity of clinical trials in multiple sclerosis	1999	Keith S. Cover John Petkau D. K. B. Li D. W. Paty Massimo Filippi Maria Pia Sormani Frederik Barkhof Jan Hein van Waesberghe M. L. Gawne‐Cain David H. Miller
+	Intra- and inter-observer agreement of brain MRI lesion volume measurements in multiple sclerosis	1995	Massimo Filippi Mark A. Horsfield S. Bressi Vittorio Martinelli Corrado Baratti Paolo Reganati A. Campi D. H. Miller Gıancarlo Comı

Common Coauthors

Coauthor	Papers Together
Maria A. Rocca	9
Frederik Barkhof	8
Federica Agosta	6
Maria Pia Sormani	5
Rohit Bakshi	4
Julien Cohen‐Adad	4
Anne Kerbrat	4
Marco Rovaris	4
Pierre Labauge	4
Jason F. Talbott	4
Yuri Falzone	4
Claudio Gasperini	4
Virginie Callot	4
Ferrán Prados	4
Nicola De Stefano	4
Olga Ciccarelli	4
Tobias Granberg	4
Ali Khatibi	3
Govind Nair	3
Jan Hillert	3
Sridar Narayanan	3
Donald G. McLaren	3
Shahabeddin Vahdat	3
Yaou Liu	3
Atef Badji	3
Hugh Kearney	3
Àlex Rovira	3
Lydia Chougar	3
Jean Pelletier	3
Julien Doyon	3
Luca Bosco	3
Russell Ouellette	3
Erik Charlson	3
Jennifer Lefeuvre	3
Vincent Auclair	3
Daniel S. Reich	3
Charley Gros	3
Marios C. Yiannakas	3
Marco Vabanesi	3
Henitsoa Rasoanandrianina	3
Marta Radaelli	3
Paolo Immovilli	3
Masaaki Hori	3
Shahamat Tauhid	3
Yasuhiko Tachibana	3
Paola Valsasina	3
Élise Bannier	3
Gıancarlo Comı	3
Michael G. Fehlings	3
Benjamin De Leener	3

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	The temporal association of introducing and lifting non-pharmaceutical interventions with the time-varying reproduction number (R) of SARS-CoV-2: a modelling study across 131 countries	2020	You Li Harry Campbell Durga Kulkarni Alice Harpur Madhurima Nundy Xin Wang Harish Nair	2
+	Simulated Sunlight Rapidly Inactivates SARS-CoV-2 on Surfaces	2020	Shanna Ratnesar-Shumate Gregory Williams Brian Green M Krause Brian Holland Stewart Wood J. Kyle Bohannon Jeremy A. Boydston Denise Freeburger Idris Hooper	2
+ PDF Chat	Second wave COVID-19 pandemics in Europe: a temporal playbook	2020	Giacomo Cacciapaglia Corentin Cot Francesco Sannino	2
+	Community movement and COVID-19: a global study using Google's Community Mobility Reports	2020	Mihály Sulyok Mark Walker	2
+ PDF Chat	A New Framework and Software to Estimate Time-Varying Reproduction Numbers During Epidemics	2013	Anne Cori Neil M. Ferguson Christophe Fraser Simon Cauchemez	2
+	Correlation between climate indicators and COVID-19 pandemic in New York, USA	2020	Muhammad Farhan Bashir Benjiang Ma Boubellouta Bilal Bushra Komal Muhammad Adnan Bashir Duojiao Tan Madiha Bashir	2
+	Correlation between weather and Covid-19 pandemic in Jakarta, Indonesia	2020	Ramadhan Tosepu Joko Gunawan Devi Savitri Effendy La Ode Ali Imran Ahmad Hariati Lestari Hartati Bahar Pitrah Asfian	2
+ PDF Chat	Misconceptions about weather and seasonality must not misguide COVID-19 response	2020	Colin J. Carlson Ana C. R. Gomez Shweta Bansal Sadie J. Ryan	2
+ PDF Chat	Brain tumor segmentation with Deep Neural Networks	2016	Mohammad Havaei Axel Davy David Warde-Farley Antoine Biard Aaron Courville Yoshua Bengio Chris Pal Pierre-Marc Jodoin Hugo Larochelle	2
+	Global evidence for ultraviolet radiation decreasing COVID-19 growth rates	2020	Tamma Carleton Jules Cornetet Peter Huybers Kyle C. Meng J. Proctor	2
+ PDF Chat	Airborne SARS-CoV-2 Is Rapidly Inactivated by Simulated Sunlight	2020	Michael Schuit Shanna Ratnesar-Shumate Jason Yolitz Gregory Williams Wade Weaver Brian Green David Miller M Krause Katie Beck Stewart Wood	2
+	Effects of temperature variation and humidity on the death of COVID-19 in Wuhan, China	2020	Yueling Ma Ya-Dong Zhao Jiangtao Liu Xiaotao He Bo Wang Shihua Fu Jun Yan Jingping Niu Ji Zhou Bin Luo	2
+	Multiple Sclerosis Lesion Segmentation from Brain MRI via Fully Convolutional Neural Networks	2018	Snehashis Roy John A. Butman Daniel S. Reich Peter A. Calabresi Dzung L. Pham	2
+	Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	2015	Sergey Ioffe Christian Szegedy	2
+ PDF Chat	COVID-19 and Italy: what next?	2020	Andrea Remuzzi Giuseppe Remuzzi	2
+	The effect of human mobility and control measures on the COVID-19 epidemic in China	2020	Moritz U. G. Kraemer Chia-Hung Yang Bernardo Gutiérrez Chieh‐Hsi Wu Brennan Klein David M. Pigott Louis du Plessis Nuno R. Faria Ruoran Li William P. Hanage	2
+ PDF Chat	Maximum Daily Temperature, Precipitation, Ultraviolet Light, and Rates of Transmission of Severe Acute Respiratory Syndrome Coronavirus 2 in the United States	2020	Shiv T. Sehra Justin D. Salciccioli Douglas J. Wiebe Shelby Fundin Joshua F. Baker	2
+ PDF Chat	Association between mobility patterns and COVID-19 transmission in the USA: a mathematical modelling study	2020	Hamada S. Badr Hongru Du Maximilian Marshall Ensheng Dong Marietta M. Squire Lauren Gardner	2
+	Why COVID outbreaks look set to worsen this winter	2020	Smriti Mallapaty	2
+	The effect of air pollution on COVID‐19 severity in a sample of patients with multiple sclerosis	2021	Roberto Bergamaschi Marta Ponzano Irene Schiavetti Luca Carmisciano Cinzia Cordioli Massimo Filippi Marta Radaelli Paolo Immovilli Marco Capobianco Nicola De Rossi	2
+ PDF Chat	Proceedings of the 25th international conference on Machine learning - ICML '08	2008		2
+ PDF Chat	Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approach	2017	Sergi Valverde Mariano Cabezas Eloy Roura Sandra González-Villà Deborah Pareto Joan C. Vilanova Lluís Ramió‐Torrentà Àlex Rovira Arnau Oliver Xavier Lladó	2
+ PDF Chat	Crowding and the shape of COVID-19 epidemics	2020	Benjamin Rader Samuel V. Scarpino Anjalika Nande Alison L. Hill Ben Adlam Robert C. Reiner David M. Pigott Bernardo Gutiérrez Alexander E. Zarebski Munik Shrestha	2
+	A guide to R — the pandemic’s misunderstood metric	2020	David Adam	2
+	Modelling MRI enhancing lesion counts in multiple sclerosis using a negative binomial model: implications for clinical trials	1999	Maria Pia Sormani Paolo Bruzzi D. H. Miller Claudio Gasperini Frederik Barkhof Massimo Filippi	1
+ PDF Chat	A nonparametric method for automatic correction of intensity nonuniformity in MRI data	1998	John G. Sled Alex Zijdenbos Alan C. Evans	1
+ PDF Chat	Automated manifold surgery: constructing geometrically accurate and topologically correct models of the human cerebral cortex	2001	Bruce Fischl A. Liu Anders M. Dale	1
+	Regression analyses of counts and rates: Poisson, overdispersed Poisson, and negative binomial models.	1995	William Gardner Edward P. Mulvey Esther Shaw	1
+	Efficient Inference in Fully Connected CRFs with Gaussian Edge Potentials	2012	Philipp Krähenbühl Vladlen Koltun	1
+	False-Positive Psychology	2011	Joseph P. Simmons Leif D. Nelson Uri Simonsohn	1
+	Characterization of Weighted Quantile Sum Regression for Highly Correlated Data in a Risk Analysis Setting	2014	Caroline K. Carrico Chris Gennings David C. Wheeler Pam Factor‐Litvak	1
+	Surrogate endpoints in clinical trials: Definition and operational criteria	1989	Ross L. Prentice	1
+	Discriminative Unsupervised Feature Learning with Convolutional Neural Networks	2014	Alexey Dosovitskiy Jost Tobias Springenberg Martin Riedmiller Thomas Brox	1
+ PDF Chat	Additive logistic regression: a statistical view of boosting (With discussion and a rejoinder by the authors)	2000	Jerome H. Friedman Trevor Hastie Robert Tibshirani	1
+	General multilevel linear modeling for group analysis in FMRI	2003	Christian F. Beckmann Mark Jenkinson Stephen M. Smith	1
+	Automatic Liver and Tumor Segmentation of CT and MRI Volumes using Cascaded Fully Convolutional Neural Networks.	2017	Patrick Ferdinand Christ Florian Ettlinger Felix Grün Mohamed Ezzeldin A. Elshaera Jana Lipková Sebastian J. Schlecht Freba Ahmaddy Sunil Tatavarty Marc Bickel Patrick Bilic	1
+ PDF Chat	Nonparametric permutation tests for functional neuroimaging: A primer with examples	2001	Thomas E. Nichols Andrew P. Holmes	1
+	Issues in Multiple Regression	1968	Robert Gordon	1
+	THE SHAPE OF THE DISTRIBUTION OF THE NUMBER OF SEXUAL PARTNERS	1996	David Kault	1
+	Regression Shrinkage and Selection Via the Lasso	1996	Robert Tibshirani	1
+ PDF Chat	Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional Neural Networks and 3D Conditional Random Fields	2016	Patrick Ferdinand Christ Mohamed Ezzeldin A. Elshaer Florian Ettlinger Sunil Tatavarty Marc Bickel Patrick Bilic Markus Rempfler Marco Armbruster Felix Hofmann Melvin D’Anastasi	1
+	Permutation inference for the general linear model	2014	Anderson M. Winkler Gerard R. Ridgway Matthew Webster Stephen M. Smith Thomas E. Nichols	1
+ PDF Chat	Nonparametric Analysis of Statistic Images from Functional Mapping Experiments	1996	Andrew P. Holmes R. Clifford Blair J D Watson Ian Ford	1
+ PDF Chat	HeMIS: Hetero-Modal Image Segmentation	2016	Mohammad Havaei Nicolas Guizard Nicolas Chapados Yoshua Bengio	1
+ PDF Chat	Robust Permutation Tests For Correlation And Regression Coefficients	2016	Cyrus DiCiccio Joseph P. Romano	1
+ PDF Chat	Learning normalized inputs for iterative estimation in medical image segmentation	2017	Michal Drozdzal Gabriel Chartrand Eugene Vorontsov Mahsa Shakeri Lisa Di Jorio An Tang Adriana Romero Yoshua Bengio Chris Pal Samuel Kadoury	1
+ PDF Chat	Conditional Random Fields as Recurrent Neural Networks	2015	Shuai Zheng Sadeep Jayasumana Bernardino Romera‐Paredes Vibhav Vineet Zhizhong Su Dalong Du Chang Huang Philip H. S. Torr	1
+ PDF Chat	A survey on deep learning in medical image analysis	2017	Geert Litjens Thijs Kooi Babak Ehteshami Bejnordi Arnaud Arindra Adiyoso Setio Francesco Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken Clara I. Sá‎nchez	1
+	Reverse Classification Accuracy: Predicting Segmentation Performance in the Absence of Ground Truth	2017	Vanya V. Valindria Ioannis Lavdas Wenjia Bai Konstantinos Kamnitsas Eric O. Aboagye Andrea Rockall Daniel Rueckert Ben Glocker	1
+	V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation	2016	Fausto Milletarì Nassir Navab Seyed‐Ahmad Ahmadi	1