Author details

Full Name

Giorgio Valentini

Affiliation

Universita degli Studi di Milano

ORCID

Career Start Year

1995

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
37503093	On the limitations of large language models in clinical diagnosis.	medRxiv	2024
36929917	An expectation-maximization framework for comprehensive prediction of isoform-specific functions.	Bioinformatics	2023
37502882	Predicting nutrition and environmental factors associated with female reproductive disorders using a knowledge graph and random forests.	medRxiv	2023
36675783	Combining Clinical and Genetic Data to Predict Response to Fingolimod Treatment in Relapsing Remitting Multiple Sclerosis Patients: A Precision Medicine Approach.	J Pers Med	2023
35085372	Automated image analysis to assess hygienic behaviour of honeybees.	PLoS One	2022
35679533	Heterogeneous data integration methods for patient similarity networks.	Brief Bioinform	2022
35665012	Generalizable Long COVID Subtypes: Findings from the NIH N3C and RECOVER Programs.	medRxiv	2022
35570298	NSAID use and clinical outcomes in COVID-19 patients: a 38-center retrospective cohort study.	Virol J	2022
36400170	Metformin is associated with reduced COVID-19 severity in patients with prediabetes.	Diabetes Res Clin Pract	2022
36510125	Boosting tissue-specific prediction of active cis-regulatory regions through deep learning and Bayesian optimization techniques.	BMC Bioinformatics	2022
36093353	Metformin is Associated with Reduced COVID-19 Severity in Patients with Prediabetes.	medRxiv	2022
36380762	Post-COVID Phenotypic Manifestations are Associated with New-Onset Psychiatric Disease: Findings from the NIH N3C and RECOVER Studies.	medRxiv	2022
34289339	Interpretable prioritization of splice variants in diagnostic next-generation sequencing.	Am J Hum Genet	2021
33907758	NSAID use and clinical outcomes in COVID-19 patients: A 38-center retrospective cohort study.	medRxiv	2021
33497493	FZD6 triggers Wnt-signalling driven by WNT10B<sup>IVS1</sup> expression and highlights new targets in T-cell acute lymphoblastic leukemia.	Hematol Oncol	2021
34940725	Abdominal Computed Tomography Imaging Findings in Hospitalized COVID-19 Patients: A Year-Long Experience and Associations Revealed by Explainable Artificial Intelligence.	J Imaging	2021
34739835	Interpretable prioritization of splice variants in diagnostic next-generation sequencing.	Am J Hum Genet	2021
34240108	HEMDAG: a family of modular and scalable hierarchical ensemble methods to improve Gene Ontology term prediction.	Bioinformatics	2021
32444882	parSMURF, a high-performance computing tool for the genome-wide detection of pathogenic variants.	Gigascience	2020
34812365	Explainable Machine Learning for Early Assessment of COVID-19 Risk Prediction in Emergency Departments.	IEEE Access	2020
32107391	Network modeling of patients' biomolecular profiles for clinical phenotype/outcome prediction.	Sci Rep	2020
33351828	Multi-resolution visualization and analysis of biomolecular networks through hierarchical community detection and web-based graphical tools.	PLoS One	2020
31171801	Human osteogenic differentiation in Space: proteomic and epigenetic clues to better understand osteoporosis.	Sci Rep	2019
31744546	The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens.	Genome Biol	2019
31412768	UNIPred-Web: a web tool for the integration and visualization of biomolecular networks for protein function prediction.	BMC Bioinformatics	2019
30367594	A GPU-based algorithm for fast node label learning in large and unbalanced biomolecular networks.	BMC Bioinformatics	2018
30100142	A water-filled garment to protect astronauts during interplanetary missions tested on board the ISS.	Life Sci Space Res (Amst)	2018
28592878	Imbalance-Aware Machine Learning for Predicting Rare and Common Disease-Associated Non-Coding Variants.	Sci Rep	2017
29025394	Prediction of Human Phenotype Ontology terms by means of hierarchical ensemble methods.	BMC Bioinformatics	2017
27569544	A Whole-Genome Analysis Framework for Effective Identification of Pathogenic Regulatory Variants in Mendelian Disease.	Am J Hum Genet	2016
27604469	An expanded evaluation of protein function prediction methods shows an improvement in accuracy.	Genome Biol	2016
27256314	RANKS: a flexible tool for node label ranking and classification in biological networks.	Bioinformatics	2016
27281539	Application of microwave irradiation for the removal of polychlorinated biphenyls from siloxane transformer and hydrocarbon engine oils.	Chemosphere	2016
26402488	UNIPred: Unbalance-Aware Network Integration and Prediction of Protein Functions.	J Comput Biol	2015
24726035	An extensive analysis of disease-gene associations using network integration and fast kernel-based gene prioritization methods.	Artif Intell Med	2014
25937954	Hierarchical ensemble methods for protein function prediction.	ISRN Bioinform	2014
24843788	Think globally and solve locally: secondary memory-based network learning for automated multi-species function prediction.	Gigascience	2014
24659104	GOssTo: a stand-alone application and a web tool for calculating semantic similarities on the Gene Ontology.	Bioinformatics	2014
23500503	A neural network algorithm for semi-supervised node label learning from unbalanced data.	Neural Netw	2013
24808531	A novel approach to the problem of non-uniqueness of the solution in hierarchical clustering.	IEEE Trans Neural Netw Learn Syst	2013
24407295	Network-based drug ranking and repositioning with respect to DrugBank therapeutic categories.	IEEE/ACM Trans Comput Biol Bioinform	2013
23095178	Cancer module genes ranking using kernelized score functions.	BMC Bioinformatics	2012
23221088	A fast ranking algorithm for predicting gene functions in biomolecular networks.	IEEE/ACM Trans Comput Biol Bioinform	2012
23308055	Regeneration-associated WNT signaling is activated in long-term reconstituting AC133bright acute myeloid leukemia cells.	Neoplasia	2012
20479498	True path rule hierarchical ensembles for genome-wide gene function prediction.	IEEE/ACM Trans Comput Biol Bioinform	2011
21778526	A mathematical model for the validation of gene selection methods.	IEEE/ACM Trans Comput Biol Bioinform	2011
21215952	Fusarium oxysporum degradation and detoxification of a new textile-glycoconjugate azo dye (GAD).	Fungal Biol	2011
20375460	Noise tolerance of multiple classifier systems in data integration-based gene function prediction.	J Integr Bioinform	2010
18929473	Computational intelligence and machine learning in bioinformatics.	Artif Intell Med	2009
19828083	XML-based approaches for the integration of heterogeneous bio-molecular data.	BMC Bioinformatics	2009

1 - 50 of 62

Yuanfang Guan

University of Michigan ann arbor

Career Start Year 2007

Number of shared co-authors 4

Janusz Dutkowski

Data4Cure Inc.

Career Start Year 2007

Number of shared co-authors 0

Stefan R Maetschke

Institute for Molecular Bioscience and ARC Centre of Excellence in Bioinformatics

Career Start Year 2007

Number of shared co-authors 0

Artem Sokolov

Harvard Medical School

Career Start Year 2006

Number of shared co-authors 50

Jan Baumbach

University of Hamburg

Career Start Year 2006

Number of shared co-authors 2

Pietro Hiram Guzzi

Magna Graecia University

Career Start Year 2005

Number of shared co-authors 0

Dongxiao Zhu

Wayne State University

Career Start Year 2005

Number of shared co-authors 2

Mario Cannataro

Data Analytics Research Center, University Magna Graecia of Catanzaro

Career Start Year 2004

Number of shared co-authors 1

Doheon Lee

Korea Advanced Institute of Science and Technology

Career Start Year 2004

Number of shared co-authors 1

Wenjin Jim Zheng

University of Texas Health Science Center at Houston

Career Start Year 2004

Number of shared co-authors 3

Holger Fr??hlich

Bonn-Aachen International Center for IT (B-IT), University of Bonn

Career Start Year 2004

Number of shared co-authors 3

Giuseppe Jurman

Data Science for Health Research Unit, Bruno Kessler Foundation

Career Start Year 2003

Number of shared co-authors 6

Andrei Zinovyev

INSERM U, Institut Curie, PSL Research University

Career Start Year 2003

Number of shared co-authors 1

J??rg Rahnenf??hrer

TU Dortmund University

Career Start Year 2002

Number of shared co-authors 0

Alioune Ngom

University of Windsor

Career Start Year 2001

Number of shared co-authors 1

Alberto Pascual-Montano

National Center for Biotechnology-CSIC

Career Start Year 2001

Number of shared co-authors 4

Frank Emmert-Streib

Tampere University

Career Start Year 2000

Number of shared co-authors 0

P??draig Cunningham

University College Dublin

Career Start Year 2000

Number of shared co-authors 0

Roded Sharan

Tel Aviv University

Career Start Year 2000

Number of shared co-authors 1

Ralf Herwig

Max Planck Institute for Molecular Genetics

Career Start Year 1998

Number of shared co-authors 2

Blaz Zupan

University of Ljubljana

Career Start Year 1998

Number of shared co-authors 3

Cesare Furlanello

Bruno Kessler Foundation

Career Start Year 1996

Number of shared co-authors 7

Samuel Kaski

Aalto University

Career Start Year 1995

Number of shared co-authors 1

Ron Shamir

Tel Aviv University

Career Start Year 1995

Number of shared co-authors 2

Hiroshi Mamitsuka

Institute for Chemical Research, Kyoto University

Career Start Year 1994

Number of shared co-authors 2

Pietro Li??

University of Cambridge

Career Start Year 1994

Number of shared co-authors 3

Bart De Moor

STADIUS Center for Dynamical Systems

Career Start Year 1990

Number of shared co-authors 2

Aidong Zhang (CM4AI)

University of Virginia

Career Start Year 1987

Number of shared co-authors 0

Joaqu??n Dopazo

Andalusian Public Foundation Progress and Health-FPS

Career Start Year 1977

Number of shared co-authors 8

Rainer Spang

University of Regensburg

Career Start Year 1969

Number of shared co-authors 1

row(s) 1 - 30 of 30

Peter N Robinson

William Harvey Research Institute, Queen Mary University of London

Co-authored papers 19

Matteo Re

Universita degli Studi di Milano

Co-authored papers 14

Marco Mesiti

Universita degli Studi di Milano

Co-authored papers 13

Marco Frasca

Universita degli Studi di Milano

Co-authored papers 13

Elena Casiraghi

Universita degli Studi di Milano

Co-authored papers 11

Melissa A Haendel

American Medical Informatics Association, Oregon Health and Science University, Oregon State University, University of Colorado Anschutz Medical Campus, University of North Carolina at Chapel Hill, University of Wisconsin-Madison

Co-authored papers 10

Alessandro Petrini

Universita degli Studi di Milano

Co-authored papers 10

Melissa A Haendel

Co-authored papers 10

Marco Notaro

Universita degli Studi di Milano

Co-authored papers 8

Jessica Gliozzo

Universita degli Studi di Milano

Co-authored papers 8

Julie A McMurry

University of Colorado - Anschutz Medical Campus

Co-authored papers 6

Alberto Paccanaro

University of London

Co-authored papers 6

Christopher J Mungall

International Society for Biocuration, Lawrence Berkeley National Laboratory, University of Edinburgh, University of Edinburgh School of Biological Sciences

Co-authored papers 6

Hannah Blau

Co-authored papers 6

Max Schubach

Berlin Institute of Health of Health at Charite - Universitatsmedizin Berlin

Co-authored papers 5

Giuliano Grossi

Universita degli Studi di Milano

Co-authored papers 5

Michael Gargano

Co-authored papers 5

Nomi L Harris

Lawrence Berkely National Laboratory, Massachusetts Institute of Technology, Princeton University

Co-authored papers 5

Tiffany J Callahan

Columbia University

Co-authored papers 4

Guy Karlebach

Max Planck Institute for Psycholinguistics

Co-authored papers 4

Alfonso E Romero

University of Miami

Co-authored papers 4

Bryan Laraway

University of Colorado Anschutz Medical Campus

Co-authored papers 4

Kenneth J Wilkins

National Institute of Diabetes and Digestive and Kidney Disease

Co-authored papers 3

Leigh C Carmody

Center for the Science of Therapeutics, Broad Institute of MIT and Harvard

Co-authored papers 3

David Sahner

National Center for Advancing Translational Sciences (NCATS)

Co-authored papers 3

Christopher G Chute

Brown University, Brown University Warren Alpert Medical School, Dartmouth-Hitchcock Medical Center, Harvard School of Public Health, Johns Hopkins Medicine, Mayo Clinic Minnesota

Co-authored papers 3

Haixuan Yang

University of Galway

Co-authored papers 3

Julius O B Jacobsen

William Harvey Research Institute, Queen Mary University of London

Co-authored papers 3

Damian Smedley

William Harvey Research Institute, Queen Mary University of London

Co-authored papers 3

Prajwal Bhat

Royal Holloway University of London