Trefwoorden:
- 3D-color-grayscale conversion
- Alzheimer disease
- Alzheimer's disease
- artificial intelligence
- Automatic weak labels
- Biological signal acquisition
- BLS
- Chopped carbon fiber
- Classification
- Clinical decision support
- clustering
- contrastive learning
- Deep convolutional neural network
- Deep Learning
- digital pathology
- EEG
- Electromagnetic interference shielding
- Explainable AI
- Flexible sensor
- Histopathology
- Histopathology image classification
- image retrieval
- interpretability
- Longitudinal clustering
- machine learning
- MOT
- Natural Language Processing
- NIHSS
- Noisy labels
- Open access
- Parkinson's disease
- pathology classification
- Recovery ratio
- retrospective matching network
- Scanning electron microscopy
- self-supervised learning
- SEMG
- ShallowNet
- Stroke
- transformer
- UAV
- whole slide imaging
Alle publicaties voor Manfredo Atzori
2018
| , , en , Image Magnification Regression Using DenseNet for Exploiting Histopathology Open Access Content, in: MICCAI 2018 - Computational Pathology Workshop (COMPAY), Granada, Spain, 2018 |
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| , , , , , , , , en , Multi-functional control and usage of a 3D printed robotic hand prosthesis with the Myo armband by hand amputees (2018), in: BioRxiv |
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| , , , en , Muscle Synergy Analysis of a Hand-Grasp Dataset: a limited subset of motor modules may underlie a large variety of grasps (2018), in: Frontiers in Neurorobotics |
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| , , , , , , , , , , , , en , Myo-electricity and gaze tracking data to improve hand prosthetics and neuro-cognitive examination, in: FESSH 2018, Copenhagen, Denmark, 2018 |
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| , , , en , Quantitative hierarchical representation and comparison of hand grasps from electromyography and kinematic data, in: Workshop Learning Applications for Intelligent Autonomous Robots, 15th International Conference on Intelligent Autonomous Systems, Baden-Baden, Germany, 2018 |
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| , , , , , , , en , Tumor proliferation grading from whole slide images, in: SPIE Medical Imaging, Houston, Texas, USA, 2018 |
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| , , , , , en , Variability of sEMG classification accuracy in different hand movements for intact and hand amputated subjects, in: Innovations in Amputation Surgery and Prosthetic Technologies (IASPT), 2018 |
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| , , , en , Visual Cues to Improve Myoelectric Control of Upper Limb Prostheses, in: 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (BioRob), Enschede, The Netherlands, pagina's 783-788, IEEE, 2018 |
[DOI] [URL] |
2017
| , , , , en , Analysis of the repeatability of grasp recognition for hand robotic prosthesis control based on sEMG data, in: IEEE International Conference on Rehabilitation Robotics, London, UK,, 2017 |
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, , , , en , Comparison of Six Electromyography Acquisition Setups on Hand Movement Classification Tasks (2017), in: Plos One
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| , , , , , , en , Convolutional neural networks for an automatic classification of prostate tissue slides with high-grade Gleason score, in: SPIE Medical Imaging, pagina's 101400O-101400O-9, 2017 |
[DOI] [URL] |
, , en , Deep Multimodal Case-Based Retrieval for Large Histopathology Datasets, in: MICCAI 2017 workshop on Patch-based image analysis, Quebec City, Canada, 2017
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| , , , , , , en , Elsevier book on Texture Analysis, hoofdstuk Analysis of Histopathology Images: From Traditional Machine Learning to Deep Learning, 2017 |
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| , , , , , , , , , , , en , Megane Pro: myo-electricity, visual and gaze tracking integration as a resource for dexterous hand prosthetics, in: IEEE International Conference on Rehabilitation Robotics, London, UK, 2017 |
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| , , , , , , , en , Semi-automatic training of an object recognition system in scene camera data using gaze tracking and accelerometers, in: International Conference on Computer Vision Systems (ICVS), Shenzhen (China), 2017 |
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2016
| , , , , en , Bodily obstacles in mental imagery. Specific perspective-dependent effects of the apparent motion perception of an actors’ body parts (2016), in: 12th Symposium of the Zurich Center for Integrative Human Physiology (ZIHP) |
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, , , , , , , en , Clinical Parameter Effect on the Capability to Control Myoelectric Robotic Prosthetic Hands (2016), in: Journal of Rehabilitation Research and Development, 53:3(345-358)
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| , , en , Clinical, anatomical and external factors to improve dexterous robotic hand prostheses, in: XXI Congress of the Federation of European Societies for Surgery of the Hand (FESSH), Santander, Spain, 2016 |
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, en , Deep learning with convolutional neural networks: a resource for the control of robotic prosthetic hands via electromyography (2016), in: Frontiers in Neurorobotics, 10(9)
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[DOI] [URL] |
| , , en , Electromyography for Hand Prosthetics Demo, in: XXVIII Conférence francophone sur l'Interaction Homme-Machine, Fribourg, Suisse, 2016 |
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| , , en , Elettromiografia, protesica e robotica in rapido progresso verso l'amputazione funzionale: i risultati del progetto Ninapro (2016), in: Rivista di Chirurgia della mano, 53:3 |
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| , , , en , From NinaPro to MeganePro towards the natural control of myoelectric prosthetic hands, in: Cybathlon Symposium, Zurich, Switzerland, 2016 |
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| , , , , , , en , Obstacles to mental imagery: How bodily constraints affect apparent motion perception of human body parts. A proposed experiment., in: International Brain-Computer Interface (BCI) Meeting, Darmstadt, 2016 |
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2015
| , , , en , Advancements towards a functional amputation of the hand., in: Proceedings of the 26th EURAPS Annual Meeting, European Association of Plastic Surgeons (EURAPS), Edinburgh, United Kingdom, 2015 |
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| , , en , Advancements towards non invasive, naturally controlled robotic hand prostheses, in: XX Congress of the Federation of European Societies for Surgery of the Hand (FESSH), Milan, Italy, 2015 |
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, , , , , , , en , Characterization of a Benchmark Database for Myoelectric Movement Classification (2015), in: Transactions on Neural Systems and Rehabilitation Engineering, 23:1(73-83)
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[DOI] [URL] |
| , , , , , , , en , Combining Unsupervised Feature Learning and Riesz Wavelets for Histopathology Image Representation: Application to Identifying Anaplastic Medulloblastoma, in: Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015, pagina's 581-588, Springer International Publishing, 2015 |
[DOI] |
| en , Control Capabilities of Myoelectric Robotic Prostheses by Hand Amputees: A Scientific Research and Market Overview (2015), in: Frontiers in Systems Neuroscience, 9(162-165) |
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| , , , , en , Effects of Prosthesis Use on the Capability to Control Myoelectric Robotic Prosthetic Hands, in: 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Milano (Italy), 2015 |
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| , , , , en , Live ECG Readings Using Google Glass in Emergency Situations, in: 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Milano, Italy, 2015 |
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| en , The Ninapro database: a Resource for sEMG Naturally Controlled Robotic Hand Prosthetics, in: 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Milano, Italy, 2015 |
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2014
| , , en , Classification of hand movements in amputated subjects by sEMG and accelerometers, in: Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Chicago, IL, USA, 2014 |
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| , en , Controllo della Mano Robotica: Andiamo Verso una Rivoluzione della Protesica, in: Congresso Nazionale della Società Italiana di Chirurgia della Mano, Foggia, Italy, 2014 |
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| , , , , , , , en , Electromyography data for non-invasive naturally controlled robotic hand prostheses (2014), in: Scientific Data, 1:140053 |
[DOI] [URL] |
| en , Electromyography Low Pass Filtering Effects on the Classification of Hand Movements in Amputated Subjects, in: SCIEI International Conference on Digital Signal Processing (ICDSP), Milano, Italy, 2014 |
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| en , Electromyography Low Pass Filtering Effects on the Classification of Hand Movements in Amputated Subjects (2014), 3:2(118-122) |
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, , , en , Measuring Movement Classification Performance with the Movement Error Rate (2014), in: IEEE Transactions on neural systems and rehabiliation engineering
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| , , en , Natural Control Capabilities of Robotic Hands by Hand Amputated Subjects, in: Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Chicago (USA), IEEE, 2014 |
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2013
| , , , en , Dexterous Control of Prosthetic Hands, in: ICAR 2013 Proceedings, Montevideo, Uruguay, 2013 |
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| , , , , , en , Nuove frontiere in Bio-robotica: Acquisizioni di Segnali Tramite Elettromiografia di Superficie per il Riconoscimento di Movimenti della Mano, in: Congresson Nazionale della Società Italiana di Chirurgia della Mano, Rimini, Italy, 2013 |
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| , en , Recognition of Hand Movements in a Trans–Radial Amputated Subject by sEMG, in: International Conference On Rehabilitation Robotics (ICORR) 2013, Seatlle, WA, USA, 2013 |
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2012
| , , , , , , , en , Building the NINAPRO Database: A Resource for the Biorobotics Community, in: Proceedings of the IEEE International Conference on Biomedical Robotics and Biomechatronics, Roma, Italy, pagina's 51, 2012 |
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| , , , , , en , Experiences in the Creation of an Electromyography Database to Help Hand Amputated Persons, in: Proceedings of the 24th European Medical Informatics Conference - MIE2012, Pisa, Italy, 2012 |
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| en , NINAPRO Project First Milestone: Set Up of the Data Base, institute of Business Information Systems, University of Applied Sciences Western Switzerland, Sierre (HES-SO Valais), 2012 |
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| , en , Spatial Registration of Hand Muscle Electromyography Signals, in: 7th International Workshop on Biosignal Interpretation, Como, Italy, 2012 |
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2011
| , , , , , , , , , en , Multimodal Schizophrenia Detection by Multiclassification Analysis, in: Proceedings of the Iberoamerican Congress on Pattern Recognition 2011, Pucón, Chile, pagina's 491-498, 2011 |
2010
| , A Deterministic and Ductile Segmentation Algorithm for Morphologic MRI and CTA Images and Quantitative Analysis of Dynamic Susceptibility-Contrast Magnetic Resonance Imaging Data, University of Padova, Ph.D School in Information Engineering, Course of Bioengineering, 2010 |
2009
| , , , , , , , , en , A Hybrid Generative/Discriminative Method for Classification of Regions of Interest in Schizophrenia Brain MRI, in: Proceedings of MICCAI09 workshop on Probabilistic Models for Medical Image Analysis, London, UK, London, UK, 2009 |
| , , en , Deterministic Automatic Segmentation in MRI, CT and CTA: A Robust Method Based on Anatomical Structures Modeling and Local Recursive Intensity Analysis, in: 17th Joint Annual Meeting ISMRM-ESMRMB Scientific Proceedings, ISMRM-ESMRMB, Honolulu, Hawai’i, U.S., pagina's 357, 2009 |