Isabella Cattinelli

603 total citations
13 papers, 418 citations indexed

About

Isabella Cattinelli is a scholar working on Artificial Intelligence, Nephrology and Hematology. According to data from OpenAlex, Isabella Cattinelli has authored 13 papers receiving a total of 418 indexed citations (citations by other indexed papers that have themselves been cited), including 5 papers in Artificial Intelligence, 4 papers in Nephrology and 4 papers in Hematology. Recurrent topics in Isabella Cattinelli's work include Erythropoietin and Anemia Treatment (4 papers), Dialysis and Renal Disease Management (4 papers) and Blood Pressure and Hypertension Studies (3 papers). Isabella Cattinelli is often cited by papers focused on Erythropoietin and Anemia Treatment (4 papers), Dialysis and Renal Disease Management (4 papers) and Blood Pressure and Hypertension Studies (3 papers). Isabella Cattinelli collaborates with scholars based in Germany, Spain and Italy. Isabella Cattinelli's co-authors include N. Alberto Borghese, Eraldo Paulesu, Marcello Gallucci, Flavio Mari, C. Barbieri, Stefano Stuard, Bernard Canaud, Davide Crepaldi, Claudia Amato and Manuela Berlingeri and has published in prestigious journals such as PLoS ONE, Kidney International and IEEE Transactions on Neural Networks and Learning Systems.

In The Last Decade

Isabella Cattinelli

12 papers receiving 413 citations

Peers

Countries citing papers authored by Isabella Cattinelli

Since Specialization

Citations

This map shows the geographic impact of Isabella Cattinelli's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Isabella Cattinelli with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Isabella Cattinelli more than expected).

Fields of papers citing papers by Isabella Cattinelli

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Isabella Cattinelli. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Isabella Cattinelli. The network helps show where Isabella Cattinelli may publish in the future.

Co-authorship network of co-authors of Isabella Cattinelli

This figure shows the co-authorship network connecting the top 25 collaborators of Isabella Cattinelli. A scholar is included among the top collaborators of Isabella Cattinelli based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Isabella Cattinelli. Isabella Cattinelli is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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13 of 13 papers shown

#	Work	Indexed citations
1	How to assess the risks associated with the usage of a medical device based on predictive modeling: the case of an anemia control model certified as medical device 2021 ·Expert Review of Medical Devices ·C. Barbieri, Luca Neri, (unknown), Elena Bolzoni, Isabella Cattinelli, (unknown), Stefano Stuard, José D. Martín‐Guerrero, Flavio Mari	4
2	Enhanced prediction of hemoglobin concentration in a very large cohort of hemodialysis patients by means of deep recurrent neural networks 2020 ·Artificial Intelligence in Medicine ·Óscar J. Pellicer-Valero, Isabella Cattinelli, Luca Neri, Flavio Mari, José D. Martín‐Guerrero, C. Barbieri	14
3	P1378PROCESS NORMALIZATION AND CLINICAL OUTCOMES FOLLOWING IMPLEMENTATION OF THE ANEMIA CONTROL MODEL FOR PERSONALIZED ANEMIA MANAGEMENT 2020 ·Nephrology Dialysis Transplantation ·Luca Neri, Isabella Cattinelli, Elena Bolzoni, C. Barbieri, (unknown), Stefano Stuard	0
4	Development of an Artificial Intelligence Model to Guide the Management of Blood Pressure, Fluid Volume, and Dialysis Dose in End-Stage Kidney Disease Patients: Proof of Concept and First Clinical Assessment 2018 ·Kidney Diseases ·C. Barbieri, Isabella Cattinelli, Luca Neri, Flavio Mari, Rosa Ramos, Diego Brancaccio, Bernard Canaud, Stefano Stuard	54
5	An international observational study suggests that artificial intelligence for clinical decision support optimizes anemia management in hemodialysis patients 2016 ·Kidney International ·C. Barbieri, Manuel Molina, Pedro Ponce, (unknown), Isabella Cattinelli, (unknown), Flavio Mari, Claudia Amato, F. Leipold, (unknown), Stefano Stuard, Andrea Stopper, Bernard Canaud	93
6	Performance of a Predictive Model for Long-Term Hemoglobin Response to Darbepoetin and Iron Administration in a Large Cohort of Hemodialysis Patients 2016 ·PLoS ONE ·C. Barbieri, Elena Bolzoni, Flavio Mari, Isabella Cattinelli, Francesco Bellocchio, José D. Martín‐Guerrero, Claudia Amato, Andrea Stopper, Emanuele Gatti, Iain C. Macdougall, Stefano Stuard, Bernard Canaud	21
7	Computational intelligence for the Balanced Scorecard: Studying performance trends of hemodialysis clinics 2013 ·Artificial Intelligence in Medicine ·Isabella Cattinelli, Elena Bolzoni, (unknown), Francesco Bellocchio, C. Barbieri, Flavio Mari, Claudia Amato, (unknown), Andrea Stopper, Emanuele Gatti	2
8	Clustering the lexicon in the brain: a meta-analysis of the neurofunctional evidence on noun and verb processing 2013 ·Frontiers in Human Neuroscience ·Davide Crepaldi, Manuela Berlingeri, Isabella Cattinelli, N. Alberto Borghese, Claudio Luzzatti, Eraldo Paulesu	65
9	A Novel Approach to the Problem of Non-uniqueness of the Solution in Hierarchical Clustering 2013 ·IEEE Transactions on Neural Networks and Learning Systems ·Isabella Cattinelli, Giorgio Valentini, Eraldo Paulesu, N. Alberto Borghese	28
10	Reading the reading brain: A new meta-analysis of functional imaging data on reading 2012 ·Journal of Neurolinguistics ·Isabella Cattinelli, N. Alberto Borghese, Marcello Gallucci, Eraldo Paulesu	115
11	Use of Self-Organizing Maps for Balanced Scorecard analysis to monitor the performance of dialysis clinic chains 2011 ·Health Care Management Science ·Isabella Cattinelli, Elena Bolzoni, C. Barbieri, Flavio Mari, José D. Martín‐Guerrero, Emilio Soria‐Olivas, José M. Martínez-Martínez, Juan Gómez‐Sanchís, Claudia Amato, Andrea Stopper, Emanuele Gatti	17
12	Interacting with an artificial partner: modeling the role of emotional aspects 2008 ·Biological Cybernetics ·Isabella Cattinelli, Massimiliano Goldwurm, N. Alberto Borghese	4
13	Reasoning about Lava effusion: From Geographical Information Systems to Answer Set Programming. 2004 ·Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano) ·Isabella Cattinelli, Maria Luisa Damiani, Andrea Nucita	1

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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