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Employment (2)

Lifescience Innovation Good Healthcare TechnologyOLOGY: Brescia, Lombardy, IT

2023-06-15 to present | LIGHT Director (AI & Big Data Hub)
Employment
Source: Self-asserted source
Cesare Furlanello

HK3 Lab: Rovereto, TN, IT

2020-01-01 to present | CEO
Employment
Source: Self-asserted source
Cesare Furlanello

Works (50 of 88)

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Page 1 of 2

The development of artificial intelligence in the histological diagnosis of Inflammatory Bowel Disease (IBD-AI)

Digestive and Liver Disease
2025-01 | Journal article
Contributors: Cesare Furlanello; Nicole Bussola; Nicolò Merzi; Giovanni Pievani Trapletti; Moris Cadei; Rachele Del Sordo; Angelo Sidoni; Chiara Ricci; Francesco Lanzarotto; Tommaso Lorenzo Parigi et al.
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Crossref

Mind the Step: An Artificial Intelligence-Based Monitoring Platform for Animal Welfare

Sensors
2024-12 | Journal article | Author
Contributors: Andrea Michielon; Paolo Litta; FRANCESCA BONELLI; Gregorio Don; Stefano Farisè; Diana Giannuzzi; Marco MILANESI; Daniele Pietrucci; Angelica Vezzoli; Alessio Cecchinato et al.
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Multidisciplinary Digital Publishing Institute

Artificial Intelligence Vision Methods for Robotic Harvesting of Edible Flowers

Plants
2024-11-14 | Journal article
Contributors: Fabio Taddei Dalla Torre; Farid Melgani; Ilaria Pertot; Cesare Furlanello
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Crossref
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Computer Vision-Driven Movement Annotations to Advance fNIRS Pre-Processing Algorithms

Sensors
2024-10-24 | Journal article
Contributors: Andrea Bizzego; Alessandro Carollo; Burak Senay; Seraphina Fong; Cesare Furlanello; Gianluca Esposito
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Crossref
grade
Preferred source (of 2)‎

histolab: A Python library for reproducible Digital Pathology preprocessing with automated testing

SoftwareX
2022-12 | Journal article
Contributors: Alessia Marcolini; Nicole Bussola; Ernesto Arbitrio; Mohamed Amgad; Giuseppe Jurman; Cesare Furlanello
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Crossref

Is Smiling the Key? Machine Learning Analytics Detect Subtle Patterns in Micro-Expressions of Infants with ASD

Journal of Clinical Medicine
2021-04-19 | Journal article
Contributors: Gianpaolo Alvari; Cesare Furlanello; Paola Venuti
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Crossref
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Transcriptomics data availability and reusability in the transition from microarray to next-generation sequencing

2021-01-03 | Preprint
Contributors: Gabriella Rustici; Eleanor Williams; Mitra Barzine; Alvis Brazma; Roger Bumgarner; Marco Chierici; Cesare Furlanello; Liliana Greger; Giuseppe Jurman; Michael Miller et al.
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Crossref

Comparison of Wearable and Clinical Devices for Acquisition of Peripheral Nervous System Signals

Sensors
2020-11-27 | Journal article
Contributors: Andrea Bizzego; Giulio Gabrieli; Cesare Furlanello; Gianluca Esposito
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Crossref
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Preferred source (of 2)‎

Cellular and gene signatures of tumor-infiltrating dendritic cells and natural-killer cells predict prognosis of neuroblastoma

Nature Communications
2020-11-25 | Journal article
Contributors: Ombretta Melaiu; Marco Chierici; Valeria Lucarini; Giuseppe Jurman; Libenzio Adrian Conti; Rita De Vito; Renata Boldrini; Loredana Cifaldi; Aurora Castellano; Cesare Furlanello et al.
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Crossref

Comparison of wearable and clinical devices for acquisition of peripheral nervous system signals

2020-10-27 | Preprint
Contributors: Andrea Bizzego; Giulio Gabrieli; Cesare Furlanello; Gianluca Esposito
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Crossref

Deep representation learning of electronic health records to unlock patient stratification at scale

npj Digital Medicine
2020-07-17 | Journal article
Contributors: Isotta Landi; Benjamin S. Glicksberg; Hao-Chih Lee; Sarah Cherng; Giulia Landi; Matteo Danieletto; Joel T. Dudley; Cesare Furlanello; Riccardo Miotto
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Crossref

GBCNet: In-Field Grape Berries Counting for Yield Estimation by Dilated CNNs

Applied Sciences
2020-07-16 | Journal article
Contributors: Luca Coviello; Marco Cristoforetti; Giuseppe Jurman; Cesare Furlanello
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Crossref
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Preferred source (of 2)‎

TAASRAD19, a high-resolution weather radar reflectivity dataset for precipitation nowcasting

Scientific Data
2020-07-13 | Journal article
Contributors: Gabriele Franch; Valerio Maggio; Luca Coviello; Marta Pendesini; Giuseppe Jurman; Cesare Furlanello
Source: check_circle
Crossref

Integrative Network Fusion: a multi-omics approach in molecular profiling

2020-04-03 | Preprint
Contributors: Marco Chierici; Nicole Bussola; Alessia Marcolini; Margherita Francescatto; Alessandro Zandonà; Lucia Trastulla; Claudio Agostinelli; Giuseppe Jurman; Cesare Furlanello
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Crossref

Precipitation Nowcasting with Orographic Enhanced Stacked Generalization: Improving Deep Learning Predictions on Extreme Events

Atmosphere
2020-03-07 | Journal article
Contributors: Gabriele Franch; Daniele Nerini; Marta Pendesini; Luca Coviello; Giuseppe Jurman; Cesare Furlanello
Source: check_circle
Crossref

MASS-UMAP: Fast and Accurate Analog Ensemble Search in Weather Radar Archives

Remote Sensing
2019-12-06 | Journal article
Contributors: Gabriele Franch; Giuseppe Jurman; Luca Coviello; Marta Pendesini; Cesare Furlanello
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Crossref
grade
Preferred source (of 2)‎

Evaluating reproducibility of AI algorithms in digital pathology with DAPPER

PLOS Computational Biology
2019-03-27 | Journal article
Contributors: Andrea Bizzego; Gustavo Rohde; Nicole Bussola; Marco Chierici; Valerio Maggio; Margherita Francescatto; Luca Cima; Marco Cristoforetti; Giuseppe Jurman; Cesare Furlanello
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Crossref

Distillation of the clinical algorithm improves prognosis by multi-task deep learning in high-risk Neuroblastoma

PLOS ONE
2018-12-07 | Journal article
Contributors: Valerio Maggio; Chuhsing Kate Hsiao; Marco Chierici; Giuseppe Jurman; Cesare Furlanello
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Crossref

Novelty Detection using Deep Normative Modeling for IMU-Based Abnormal Movement Monitoring in Parkinson’s Disease and Autism Spectrum Disorders

Sensors
2018-10-19 | Journal article
Contributors: Nastaran Mohammadian Rad; Twan Van Laarhoven; Cesare Furlanello; Elena Marchiori
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Crossref
grade
Preferred source (of 2)‎

Evaluating reproducibility of AI algorithms in digital pathology with DAPPER

2018-06-06 | Other
Contributors: Andrea Bizzego; Nicole Bussola; Marco Chierici; Marco Cristoforetti; Margherita Francescatto; Valerio Maggio; Giuseppe Jurman; Cesare Furlanello
Source: check_circle
Crossref

The international MAQC Society launches to enhance reproducibility of high-throughput technologies

Nature Biotechnology
2017-12-08 | Journal article
Contributors: Leming Shi; Rebecca Kusko; Russell D Wolfinger; Benjamin Haibe-Kains; Matthias Fischer; Susanna-Assunta Sansone; Christopher E Mason; Cesare Furlanello; Wendell D Jones; Baitang Ning et al.
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Crossref

Diet and the Gut Microbiota – How the Gut

Diet-Microbe Interactions in the Gut
2015 | Other
DOI:

10.1016/b978-0-12-407825-3.00015-0

Contributors: Kieran M. Tuohy; Paola Venuti; Simone Cuva; Cesare Furlanello; Mattia Gasperotti; Andrea Mancini; Florencia Ceppa; Duccio Cavalieri; Carlotta de Filippo; Urska Vrhovsek et al.
Source: Self-asserted source
Cesare Furlanello via Crossref Metadata Search

A Machine Learning Pipeline for Identification of Discriminant Pathways

Springer Handbook of Bio-/Neuroinformatics
2014 | Other
DOI:

10.1007/978-3-642-30574-0_53

Contributors: Annalisa Barla; Giuseppe Jurman; Roberto Visintainer; Margherita Squillario; Michele Filosi; Samantha Riccadonna; Cesare Furlanello
Source: Self-asserted source
Cesare Furlanello via Crossref Metadata Search

A promoter-level mammalian expression atlas

2014 | Journal article
DOI:

10.1038/nature13182

EID:

2-s2.0-84897406127

Contributors: Forest, A.R.R.; Kawaji, H.; Rehli, M.; Baillie, J.K.; De Hoon, M.J.L.; Haberle, V.; Lassmann, T.; Kulakovskiy, I.V.; Lizio, M.; Itoh, M. et al.
Source: Self-asserted source
Cesare Furlanello via Scopus - Elsevier

Physiolyze: A Galaxy-based web service for Heart Rate Variability analysis with online processing

2014 | Conference paper
DOI:

10.1109/ESGCO.2014.6847537

EID:

2-s2.0-84904479941

Contributors: Bizzego, A.; Mina, M.; Zarbo, C.; Esposito, G.; Furlanello, C.
Source: Self-asserted source
Cesare Furlanello via Scopus - Elsevier
grade
Preferred source (of 2)‎

Stability indicators in network reconstruction

2014 | Journal article
DOI:

10.1371/journal.pone.0089815

EID:

2-s2.0-84896121642

Contributors: Filosi, M.; Visintainer, R.; Riccadonna, S.; Jurman, G.; Furlanello, C.
Source: Self-asserted source
Cesare Furlanello via Scopus - Elsevier

Minerva and minepy: A C engine for the MINE suite and its R, Python and MATLAB wrappers

2013 | Journal article
DOI:

10.1093/bioinformatics/bts707

EID:

2-s2.0-84873295571

Contributors: Albanese, D.; Filosi, M.; Visintainer, R.; Riccadonna, S.; Jurman, G.; Furlanello, C.
Source: Self-asserted source
Cesare Furlanello via Scopus - Elsevier

A comparison of MCC and CEN error measures in multi-class prediction

2012 | Journal article
DOI:

10.1371/journal.pone.0041882

EID:

2-s2.0-84864668842

Contributors: Jurman, G.; Riccadonna, S.; Furlanello, C.
Source: Self-asserted source
Cesare Furlanello via Scopus - Elsevier

A machine learning pipeline for discriminant pathways identification

2012 | Book
DOI:

10.1007/978-3-642-35686-5_4

EID:

2-s2.0-84871566971

Contributors: Barla, A.; Jurman, G.; Visintainer, R.; Squillario, M.; Filosi, M.; Riccadonna, S.; Furlanello, C.
Source: Self-asserted source
Cesare Furlanello via Scopus - Elsevier

Algebraic comparison of partial lists in bioinformatics.

2012 | Journal article
DOI:

10.1371/journal.pone.0036540

EID:

2-s2.0-84866152642

Contributors: Jurman, G.; Riccadonna, S.; Visintainer, R.; Furlanello, C.
Source: Self-asserted source
Cesare Furlanello via Scopus - Elsevier

Clinical Value of Prognosis Gene Expression Signatures in Colorectal Cancer: A Systematic Review

2012 | Journal article
DOI:

10.1371/journal.pone.0048877

EID:

2-s2.0-84868674633

Contributors: Sanz-Pamplona, R.; Berenguer, A.; Cordero, D.; Riccadonna, S.; Solé, X.; Crous-Bou, M.; Guinó, E.; Sanjuan, X.; Biondo, S.; Soriano, A. et al.
Source: Self-asserted source
Cesare Furlanello via Scopus - Elsevier

Effect of size and heterogeneity of samples on biomarker discovery: Synthetic and real data assessment

2012 | Journal article
DOI:

10.1371/journal.pone.0032200

EID:

2-s2.0-84857768920

Contributors: Di Camillo, B.; Sanavia, T.; Martini, M.; Jurman, G.; Sambo, F.; Barla, A.; Squillario, M.; Furlanello, C.; Toffolo, G.; Cobelli, C.
Source: Self-asserted source
Cesare Furlanello via Scopus - Elsevier

TOFwave: Reproducibility in biomarker discovery from time-of-flight mass spectrometry data

2012 | Journal article
DOI:

10.1039/c2mb25223f

EID:

2-s2.0-84867364907

Contributors: Chierici, M.; Albanese, D.; Franceschi, P.; Furlanello, C.
Source: Self-asserted source
Cesare Furlanello via Scopus - Elsevier

An introduction to spectral distances in networks

2011 | Book
DOI:

10.3233/978-1-60750-692-8-227

EID:

2-s2.0-78751678280

Contributors: Jurman, G.; Visintainer, R.; Furlanello, C.
Source: Self-asserted source
Cesare Furlanello via Scopus - Elsevier

Modeling socio-demography to capture tuberculosis transmission dynamics in a low burden setting

2011 | Journal article
DOI:

10.1016/j.jtbi.2011.08.032

EID:

2-s2.0-80052824125

Contributors: Guzzetta, G.; Ajelli, M.; Yang, Z.; Merler, S.; Furlanello, C.; Kirschner, D.
Source: Self-asserted source
Cesare Furlanello via Scopus - Elsevier

A machine learning pipeline for quantitative phenotype prediction from genotype data

2010 | Journal article
DOI:

10.1186/1471-2105-11-S8-S3

EID:

2-s2.0-78049468247

Contributors: Guzzetta, G.; Jurman, G.; Furlanello, C.
Source: Self-asserted source
Cesare Furlanello via Scopus - Elsevier

An interactive effect of batch size and composition contributes to discordant results in GWAS with the CHIAMO genotyping algorithm

2010 | Journal article
DOI:

10.1038/tpj.2010.47

EID:

2-s2.0-77955168118

Contributors: Chierici, M.; Miclaus, K.; Vega, S.; Furlanello, C.
Source: Self-asserted source
Cesare Furlanello via Scopus - Elsevier

Assessing sources of inconsistencies in genotypes and their effects on genome-wide association studies with HapMap samples

2010 | Journal article
DOI:

10.1038/tpj.2010.24

EID:

2-s2.0-77955171757

Contributors: Hong, H.; Shi, L.; Su, Z.; Ge, W.; Jones, W.D.; Czika, W.; Miclaus, K.; Lambert, C.G.; Vega, S.C.; Zhang, J. et al.
Source: Self-asserted source
Cesare Furlanello via Scopus - Elsevier

Assessment of variability in GWAS with CRLMM genotyping algorithm on WTCCC coronary artery disease

2010 | Journal article
DOI:

10.1038/tpj.2010.27

EID:

2-s2.0-77955123718

Contributors: Zhang, L.; Yin, S.; Miclaus, K.; Chierici, M.; Vega, S.; Lambert, C.; Hong, H.; Wolfinger, R.D.; Furlanello, C.; Goodsaid, F.
Source: Self-asserted source
Cesare Furlanello via Scopus - Elsevier

Batch effects in the BRLMM genotype calling algorithm influence GWAS results for the Affymetrix 500K array

2010 | Journal article
DOI:

10.1038/tpj.2010.36

EID:

2-s2.0-77955169137

Contributors: Miclaus, K.; Wolfinger, R.; Vega, S.; Chierici, M.; Furlanello, C.; Lambert, C.; Hong, H.; Zhang, L.; Yin, S.; Goodsaid, F.
Source: Self-asserted source
Cesare Furlanello via Scopus - Elsevier

Functional analysis of multiple genomic signatures demonstrates that classification algorithms choose phenotype-related genes

2010 | Journal article
DOI:

10.1038/tpj.2010.35

EID:

2-s2.0-77955161850

Contributors: Shi, W.; Bessarabova, M.; Dosymbekov, D.; Dezso, Z.; Nikolskaya, T.; Dudoladova, M.; Serebryiskaya, T.; Bugrim, A.; Guryanov, A.; Brennan, R.J. et al.
Source: Self-asserted source
Cesare Furlanello via Scopus - Elsevier

The Microarray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models

2010 | Journal article
DOI:

10.1038/nbt.1665

EID:

2-s2.0-78650735473

Contributors: Shi, L.; Campbell, G.; Jones, W.D.; Campagne, F.; Wen, Z.; Walker, S.J.; Su, Z.; Chu, T.-M.; Goodsaid, F.M.; Pusztai, L. et al.
Source: Self-asserted source
Cesare Furlanello via Scopus - Elsevier

Variability in GWAS analysis: The impact of genotype calling algorithm inconsistencies

2010 | Journal article
DOI:

10.1038/tpj.2010.46

EID:

2-s2.0-77955154184

Contributors: Miclaus, K.; Chierici, M.; Lambert, C.; Zhang, L.; Vega, S.; Hong, H.; Yin, S.; Furlanello, C.; Wolfinger, R.; Goodsaid, F.
Source: Self-asserted source
Cesare Furlanello via Scopus - Elsevier

Repeatability of published microarray gene expression analyses

2009 | Journal article
DOI:

10.1038/ng.295

EID:

2-s2.0-59149088407

Contributors: Ioannidis, J.P.A.; Allison, D.B.; Ball, C.A.; Coulibaly, I.; Cui, X.; Culhane, A.C.; Falchi, M.; Furlanello, C.; Game, L.; Jurman, G. et al.
Source: Self-asserted source
Cesare Furlanello via Scopus - Elsevier

Algebraic stability indicators for ranked lists in molecular profiling

2008 | Journal article
DOI:

10.1093/bioinformatics/btm550

EID:

2-s2.0-38349106729

Contributors: Jurman, G.; Merler, S.; Barla, A.; Paoli, S.; Galea, A.; Furlanello, C.
Source: Self-asserted source
Cesare Furlanello via Scopus - Elsevier

Efficient feature selection for PTR-MS fingerprinting of agroindustrial products

2008 | Book
DOI:

10.1007/978-3-540-87559-8_5

EID:

2-s2.0-51849112769

Contributors: Granitto, P.M.; Biasioli, F.; Furlanello, C.; Gasperi, F.
Source: Self-asserted source
Cesare Furlanello via Scopus - Elsevier

Integrating gene expression profiling and clinical data

2008 | Journal article
DOI:

10.1016/j.ijar.2007.03.012

EID:

2-s2.0-36249022108

Contributors: Paoli, S.; Jurman, G.; Albanese, D.; Merler, S.; Furlanello, C.
Source: Self-asserted source
Cesare Furlanello via Scopus - Elsevier

Machine learning methods for predictive proteomics

2008 | Journal article
DOI:

10.1093/bib/bbn008

EID:

2-s2.0-42049118310

Contributors: Barla, A.; Jurman, G.; Riccadonna, S.; Merler, S.; Chierici, M.; Furlanello, C.
Source: Self-asserted source
Cesare Furlanello via Scopus - Elsevier

Mitigation measures for pandemic influenza in Italy: An individual based model considering different scenarios

2008 | Journal article
DOI:

10.1371/journal.pone.0001790

EID:

2-s2.0-46349106786

Contributors: Ciofi degli Atti, M.L.; Merler, S.; Rizzo, C.; Ajelli, M.; Massari, M.; Manfredi, P.; Furlanello, C.; Tomba, G.S.; Iannelli, M.
Source: Self-asserted source
Cesare Furlanello via Scopus - Elsevier

A grid environment for high-throughput proteomics

2007 | Journal article
DOI:

10.1109/TNB.2007.897495

EID:

2-s2.0-34250024292

Contributors: Cannataro, M.; Barla, A.; Flor, R.; Jurman, G.; Merler, S.; Paoli, S.; Tradigo, G.; Veltri, P.; Furlanello, C.
Source: Self-asserted source
Cesare Furlanello via Scopus - Elsevier
Items per page:
Page 1 of 2

Peer review (4 reviews for 3 publications/grants)

Review activity for BMC medical research methodology (1)
Review activity for Machine learning. (2)
Review activity for Nature biotechnology. (1)