Manfredo Atzori

6.2k total citations · 2 hit papers
104 papers, 4.3k citations indexed

About

Manfredo Atzori is a scholar working on Biomedical Engineering, Cognitive Neuroscience and Artificial Intelligence. According to data from OpenAlex, Manfredo Atzori has authored 104 papers receiving a total of 4.3k indexed citations (citations by other indexed papers that have themselves been cited), including 51 papers in Biomedical Engineering, 45 papers in Cognitive Neuroscience and 28 papers in Artificial Intelligence. Recurrent topics in Manfredo Atzori's work include Muscle activation and electromyography studies (41 papers), EEG and Brain-Computer Interfaces (34 papers) and Neuroscience and Neural Engineering (23 papers). Manfredo Atzori is often cited by papers focused on Muscle activation and electromyography studies (41 papers), EEG and Brain-Computer Interfaces (34 papers) and Neuroscience and Neural Engineering (23 papers). Manfredo Atzori collaborates with scholars based in Switzerland, Italy and United States. Manfredo Atzori's co-authors include Henning Müller, Matteo Cognolato, Arjan Gijsberts, Barbara Caputo, Claudio Castellini, Anne-Gabrielle Mittaz Hager, Simone Elsig, Franco Bassetto, Giorgio Giatsidis and Massimiliano Calabrese and has published in prestigious journals such as PLoS ONE, Neurology and Scientific Reports.

In The Last Decade

Manfredo Atzori

97 papers receiving 4.2k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Electromyography data for non-invasive naturally-controlled robotic hand prostheses

2014 676 citations Manfredo Atzori, Arjan Gijsberts et al. profile →
Deep Learning with Convolutional Neural Networks Applied to Electromyography Data: A Resource for the Classification of Movements for Prosthetic Hands

2016 483 citations Manfredo Atzori, Matteo Cognolato et al. profile →

Peers

Countries citing papers authored by Manfredo Atzori

Since Specialization

Citations

This map shows the geographic impact of Manfredo Atzori'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 Manfredo Atzori with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Manfredo Atzori more than expected).

Fields of papers citing papers by Manfredo Atzori

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Manfredo Atzori. 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 Manfredo Atzori. The network helps show where Manfredo Atzori may publish in the future.

Co-authorship network of co-authors of Manfredo Atzori

This figure shows the co-authorship network connecting the top 25 collaborators of Manfredo Atzori. A scholar is included among the top collaborators of Manfredo Atzori 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 Manfredo Atzori. Manfredo Atzori is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	TransformEEG: Towards improving model generalizability in deep learning-based EEG Parkinson’s disease detection 2025 ·Neurocomputing ·(unknown), R. Brun, (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), Henning Müller, Manfredo Atzori	0
2	The More, the Better? Evaluating the Role of EEG Preprocessing for Deep Learning Applications 2025 ·IEEE Transactions on Neural Systems and Rehabilitation Engineering ·(unknown), (unknown), (unknown), Alessandra Bertoldo, Manfredo Atzori	5
3	The role of data partitioning on the performance of EEG-based deep learning models in supervised cross-subject analysis: A preliminary study 2025 ·Computers in Biology and Medicine ·(unknown), (unknown), (unknown), Alessandra Bertoldo, Livio Finos, Manfredo Atzori	2
4	Toward improving reproducibility in neuroimaging deep learning studies 2024 ·Frontiers in Neuroscience ·(unknown), Manfredo Atzori	2
5	A Multi-Scale CNN for Transfer Learning in sEMG-Based Hand Gesture Recognition for Prosthetic Devices 2024 ·Sensors ·(unknown), Niccolò Marini, Manfredo Atzori, Henning Müller, Cesare Tiengo, Franco Bassetto	9
6	A systematic comparison of deep learning methods for Gleason grading and scoring 2024 ·Medical Image Analysis ·Juan P. Dominguez‐Morales, Lourdes Durán-López, Niccolò Marini, Saturnino Vicente-Díaz, Alejandro Linares-Barranco, Manfredo Atzori, Henning Müller	4
7	Multimodal representations of biomedical knowledge from limited training whole slide images and reports using deep learning 2024 ·Medical Image Analysis ·Niccolò Marini, Stefano Marchesin, Marek Wodziński, Alessandro Caputo, Damian Podareanu, (unknown), Svetla Boytcheva, (unknown), Filippo Fraggetta, Francesco Ciompi, Gianmaria Silvello, Henning Müller, Manfredo Atzori	4
8	Exploring Publicly Accessible Optical Coherence Tomography Datasets: A Comprehensive Overview 2024 ·Diagnostics ·(unknown), Gábor Márk Somfai, Manfredo Atzori, Delia Cabrera DeBuc, Amr Saad, (unknown), Henning Müller	1
9	SelfEEG: A Python library for Self-Supervised Learningin Electroencephalography 2024 ·The Journal of Open Source Software ·(unknown), (unknown), (unknown), (unknown), Manfredo Atzori	6
10	BIDSAlign: a library for automatic merging and preprocessing of multiple EEG repositories 2024 ·Journal of Neural Engineering ·(unknown), (unknown), Camillo Porcaro, Manfredo Atzori	5
11	Automated classification of celiac disease in histopathological images: a multi-scale approach 2024 ·Universitätsbibliographie, Universität Duisburg-Essen ·(unknown), (unknown), Niccolò Marini, (unknown), Simona Vatrano, (unknown), Irıs D. Nagtegaal, (unknown), Francesco Ciompi, Manfredo Atzori, Christoph M. Friedrich, Henning Müller	0
12	Explainable AI-Guided Optimization of EMG Channels and Features for Precise Hand Gesture Classification: A SHAP-Based Study 2024 ·IEEE Transactions on Medical Robotics and Bionics ·(unknown), Sidharth Pancholi, (unknown), (unknown), Manfredo Atzori, Sanjeev Kumar	0
13	Applications of Self-Supervised Learning to Biomedical Signals: A Survey 2023 ·IEEE Access ·(unknown), Manfredo Atzori	13
14	An Overview of Open Source Deep Learning-Based Libraries for Neuroscience 2023 ·Applied Sciences ·(unknown), (unknown), Maurizio Corbetta, Manfredo Atzori	4
15	Evaluation of Methods for the Extraction of Spatial Muscle Synergies 2022 ·Frontiers in Neuroscience ·(unknown), Haiying Wen, Zhisheng Zhang, Manfredo Atzori, Henning Müller, (unknown), Alessandro Scano	14
16	Visual Cues to Improve Myoelectric Control of Upper Limb Prostheses 2018 ·IRIS Research product catalog (Sapienza University of Rome) ·(unknown), (unknown), Matteo Cognolato, Manfredo Atzori, Arjan Gijsberts	10
17	Hand Gesture Classification in Transradial Amputees Using the Myo Armband Classifier* This work was partially supported by the Swiss National Science Foundation Sinergia project # 410160837 MeganePro. 2018 ·Matteo Cognolato, Manfredo Atzori, (unknown), Cesare Tiengo, (unknown), Roger Gassert, Henning Müller	3
18	Structural MRI correlates of cognitive impairment in patients with multiple sclerosis: A Multicenter Study 2014 ·UCL Discovery (University College London) ·Paolo Preziosa, Maria A. Rocca, Manfredo Atzori, Frederik Barkhof, Nicola De Stefano, Christian Enzinger, Franz Fazekas, Antonio Gallo, Hanneke E. Hulst, Laura Mancini, Xavier Montalbán, Elisabetta Pagani, Àlex Rovira, ML Stromillo, Gioacchino Tedeschi, Giacomo P. Comi, Massimo Filippi	4
19	Memory in multiple sclerosis is linked to glutamate concentration in grey matter regions 2014 ·Journal of Neurology Neurosurgery & Psychiatry ·Nils Muhlert, Manfredo Atzori, Enrico De Vita, David L. Thomas, Rebecca S. Samson, Claudia A. M. Gandini Wheeler‐Kingshott, Jeroen J.G. Geurts, David H. Miller, Alan J. Thompson, Olga Ciccarelli	75
20	Extensive cortical inflammation is associated with epilepsy in multiple sclerosis 2008 ·Journal of Neurology ·Massimiliano Calabrese, Nicola De Stefano, Manfredo Atzori, Valentina Bernardi, I. Mattisi, L. Barachino, L. Rinaldi, Aldo Morra, (unknown), P. Perini, L. Battistin, Paolo Gallo	99

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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