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  1. Data-related Ablation for Reinforcing Deep Learning in Explaining Complex Phenomena

    Article • International Journal of Neural Systems, January 2026, World Scientific Pub Co Pte Lt

    Ph.D. Giuseppe Placidi

  2. Explainable multimodal brain imaging through a multiple-branch neural network

    Article • Pattern Recognition Letters, January 2026, Elsevier

    Ph.D. Giuseppe Placidi

  3. A CycleGAN Model to Synthesize Missing and Unpaired MRI Sequences for Under-Represented Multiple Sclerosis Lesions

    Article • January 2025, Springer Science + Business Media

    Ph.D. Giuseppe Placidi

  4. A Context-Dependent CNN-Based Framework for Multiple Sclerosis Segmentation in MRI

    Article • International Journal of Neural Systems, December 2024, World Scientific Pub Co Pte Lt

    Ph.D. Giuseppe Placidi

  5. ASIS: A Smart Alarm Clock Based on Deep Learning for the Safety of Night Workers

    Article • October 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Ph.D. Giuseppe Placidi

  6. Proactive Hand Rehabilitation Through a Double Digital Twin Provided by the Virtual Glove

    Article • October 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Ph.D. Giuseppe Placidi

  7. Engineering a Digital Twin for Diagnosis and Treatment of Multiple Sclerosis

    Article • September 2024, ACM (Association for Computing Machinery)

    Giordano d'Aloisio, Ph.D. Giuseppe Placidi

  8. MOVING: A Multi-Modal Dataset of EEG Signals and Virtual Glove Hand Tracking

    Article • Sensors, August 2024, MDPI AG

    Ph.D. Giuseppe Placidi

  9. BNNAction-Net: Binary Neural Network on Hands Gesture Recognitions

    Article • July 2024, ACM (Association for Computing Machinery)

    Ph.D. Giuseppe Placidi, Federico Fontana

  10. Portable Head-Mounted System for Mobile Forearm Tracking

    Article • Sensors, March 2024, MDPI AG

    Ph.D. Giuseppe Placidi

  11. Graph model of phase lag index for connectivity analysis in EEG of emotions

    Article • June 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Ph.D. Giuseppe Placidi

  12. Materials and techniques for effective at-home rehabilitation for hand mobility restoration based on the Virtual Glove

    Article • June 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Ph.D. Giuseppe Placidi

  13. Patient–Therapist Cooperative Hand Telerehabilitation through a Novel Framework Involving the Virtual Glove System

    Article • Sensors, March 2023, MDPI AG

    Ph.D. Giuseppe Placidi

  14. Unsupervised Brain MRI Anomaly Detection for Multiple Sclerosis Classification

    Article • January 2023, Springer Science + Business Media

    Ph.D. Giuseppe Placidi

  15. Investigating the Effectiveness of Color Coding in Multimodal Medical Imaging

    Article • July 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Ph.D. Giuseppe Placidi

  16. Ethical issues deriving from the delayed adoption of artificial intelligence in medical imaging

    Article • AI and Ethics, January 2022, Springer Science + Business Media

    Ph.D. Giuseppe Placidi

  17. Hand Tracking and Gesture Recognition by Multiple Contactless Sensors: A Survey

    Article • IEEE Transactions on Human-Machine Systems, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Professor João Manuel R.S. Tavares, Ph.D. Giuseppe Placidi

  18. A fast and scalable framework for automated artifact recognition from EEG signals represented in scalp topographies of Independent Components

    Article • Computers in Biology and Medicine, May 2021, Elsevier

    Ph.D. Giuseppe Placidi

  19. Data integration by two-sensors in a LEAP-based Virtual Glove for human-system interaction

    Article • Multimedia Tools and Applications, February 2021, Springer Science + Business Media

    Ph.D. Giuseppe Placidi

  20. Gender Differences in Osteoporosis: A Single-Center Observational Study

    Article • The World Journal of Men s Health, January 2021, Korean Society for Sexual Medicine and Andrology (KAMJE)

    Ph.D. Giuseppe Placidi

  21. Integration of a BCI with a Hand Tracking System and a Motorized Robotic Arm to Improve Decoding of Brain Signals Related to Hand and Finger Movements

    Article • January 2021, Springer Science + Business Media

    Ph.D. Giuseppe Placidi

  22. Local Contrast Normalization to Improve Preprocessing in MRI of the Brain

    Article • January 2021, Springer Science + Business Media

    Ph.D. Giuseppe Placidi

  23. A light CNN for detecting COVID-19 from CT scans of the chest

    Article • Pattern Recognition Letters, December 2020, Elsevier

    Ph.D. Giuseppe Placidi

  24. Chemosensory Event-Related Potentials and Power Spectrum Could Be a Possible Biomarker in 3M Syndrome Infants?

    Article • Brain Sciences, March 2020, MDPI AG

    Ph.D. Giuseppe Placidi

  25. Chemosensory Event-related Potentials in 3M Syndrome Infants: An Early Biomarker Based on EEG Signal Processing

    Article • March 2020, MDPI AG

    Ph.D. Giuseppe Placidi

  26. Chemosensory Event-related Potentials in 3M Syndrome Infants: An early Biomarker Based on EEG Signal Processing

    Article • March 2020, MDPI AG

    Ph.D. Giuseppe Placidi

  27. A preliminary structured database for Multimodal Measurements and Elicitations of EMOtions: M2E2MO

    Article • Neuropsychological Trends, November 2019, Led Edizioni Universitarie

    Ph.D. Giuseppe Placidi

  28. Automatic Framework for Multiple Sclerosis Follow-up by Magnetic Resonance Imaging for Reducing Contrast Agents

    Article • January 2019, Springer Science + Business Media

    Professor Alessandra Splendiani, Ph.D. Giuseppe Placidi

  29. A Web Application for Characterizing Spontaneous Emotions Using Long EEG Recording Sessions

    Article • January 2019, Springer Science + Business Media

    Ph.D. Giuseppe Placidi

  30. Towards EEG-based BCI driven by emotions for addressing BCI-Illiteracy: a meta-analytic review

    Article • Behaviour and Information Technology, June 2018, Taylor & Francis

    Professor João Manuel R.S. Tavares, Ph.D. Giuseppe Placidi

  31. Self-induced emotions as alternative paradigm for driving brain–computer interfaces

    Article • Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization, June 2018, Taylor & Francis

    Ph.D. Giuseppe Placidi

  32. BCI driven by self-induced emotions: a multi-class study

    Article • June 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Ph.D. Giuseppe Placidi

  33. Hand movement parameters calculated by the LEAP based Virtual Glove

    Article • June 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Ph.D. Giuseppe Placidi

  34. Forces Calculation Module for the Leap-Based Virtual Glove

    Article • May 2018, ACM (Association for Computing Machinery)

    Ph.D. Giuseppe Placidi

  35. Measurements by A LEAP-Based Virtual Glove for the Hand Rehabilitation

    Article • Sensors, March 2018, MDPI AG

    Ph.D. Giuseppe Placidi

  36. Characterization of a Virtual Glove for Hand Rehabilitation Based on Orthogonal LEAP Controllers

    Article • January 2018, Springer Science + Business Media

    Ph.D. Giuseppe Placidi

  37. A Brain Computer Interface by EEG Signals from Self-induced Emotions

    Article • October 2017, Springer Science + Business Media

    Ph.D. Giuseppe Placidi

  38. A Virtual System for Balance Control Assessment at Home

    Article • January 2017, Springer Science + Business Media

    Ph.D. Giuseppe Placidi

  39. An Affective BCI Driven by Self-induced Emotions for People with Severe Neurological Disorders

    Article • January 2017, Springer Science + Business Media

    Ph.D. Giuseppe Placidi

  40. Design of a Classification Strategy for Light Microscopy Images of the Human Liver

    Article • January 2017, Springer Science + Business Media

    Ph.D. Giuseppe Placidi

  41. Iterative Adaptive Sparse Sampling Method for Magnetic Resonance Imaging

    Article • January 2017, Scitepress

    Ph.D. Giuseppe Placidi

  42. A Classification Algorithm for Electroencephalography Signals by Self-Induced Emotional Stimuli

    Article • IEEE Transactions on Cybernetics, December 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Ph.D. Giuseppe Placidi

  43. A novel semi-immersive virtual reality visuo-motor task activates ventrolateral prefrontal cortex: a functional near-infrared spectroscopy study

    Article • Journal of Neural Engineering, March 2016, Institute of Physics Publishing

    Ph.D. Giuseppe Placidi

  44. Nitric Oxide Chemical Donor Affects the Early Phases of In Vitro Wound Healing Process

    Article • Journal of Cellular Physiology, March 2016, Wiley

    Ph.D. Giuseppe Placidi

  45. Prefrontal Cortex Activation Upon a Demanding Virtual Hand-Controlled Task: A New Frontier for Neuroergonomics

    Article • Frontiers in Human Neuroscience, February 2016, Frontiers

    Ph.D. Giuseppe Placidi

  46. A real-time classification algorithm for EEG-based BCI driven by self-induced emotions

    Article • Computer Methods and Programs in Biomedicine, December 2015, Elsevier

    Ph.D. Giuseppe Placidi

  47. A Modular Framework for EEG Web Based Binary Brain Computer Interfaces to Recover Communication Abilities in Impaired People

    Article • Journal of Medical Systems, November 2015, Springer Science + Business Media

    Ph.D. Giuseppe Placidi

  48. EEG-detected olfactory imagery to reveal covert consciousness in minimally conscious state

    Article • Brain Injury, October 2015, Taylor & Francis

    Ph.D. Giuseppe Placidi

  49. A virtual system for postural stability assessment based on a TOF camera and a mirror

    Article • October 2015, ACM (Association for Computing Machinery)

    Ph.D. Giuseppe Placidi

  50. Classification strategies for a single-trial binary Brain Computer Interface based on remembering unpleasant odors

    Article • August 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Ph.D. Giuseppe Placidi

  51. Basis for the implementation of an EEG-based single-trial binary brain computer interface through the disgust produced by remembering unpleasant odors

    Article • Neurocomputing, July 2015, Elsevier

    Ph.D. Giuseppe Placidi

  52. A virtual ball task driven by forearm movements for neuro-rehabilitation

    Article • June 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Ph.D. Giuseppe Placidi

  53. A low-cost real time virtual system for postural stability assessment at home

    Article • Computer Methods and Programs in Biomedicine, November 2014, Elsevier

    Ph.D. Giuseppe Placidi

  54. A semi-immersive virtual reality incremental swing balance task activates prefrontal cortex: A functional near-infrared spectroscopy study

    Article • NeuroImage, January 2014, Elsevier

    Ph.D. Giuseppe Placidi

  55. Adaptive Sampling and Non Linear Reconstruction for Cardiac Magnetic Resonance Imaging

    Article • January 2014, Springer Science + Business Media

    Ph.D. Giuseppe Placidi

  56. Adaptive Sampling and Reconstruction for Sparse Magnetic Resonance Imaging

    Article • January 2014, Springer Science + Business Media

    Ph.D. Giuseppe Placidi

  57. Innovative On-line Handwriting Identification Algorithm Based on Stroke Features

    Article • January 2014, Springer Science + Business Media

    Ph.D. Giuseppe Placidi

  58. Time-of-Flight Camera Based Virtual Reality Interaction for Balance Rehabilitation Purposes

    Article • January 2014, Springer Science + Business Media

    Ph.D. Giuseppe Placidi

  59. Design of a framework for personalised 3D modelling from medical images

    Article • Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization, December 2013, Taylor & Francis

    Ph.D. Giuseppe Placidi

  60. Overall design and implementation of the virtual glove

    Article • Computers in Biology and Medicine, November 2013, Elsevier

    Ph.D. Giuseppe Placidi

  61. Prefrontal Cortex Activated Bilaterally by a Tilt Board Balance Task: A Functional Near-Infrared Spectroscopy Study in a Semi-Immersive Virtual Reality Environment

    Article • Brain Topography, October 2013, Springer Science + Business Media

    Ph.D. Giuseppe Placidi

  62. Design of an efficient framework for fast prototyping of customized human–computer interfaces and virtual environments for rehabilitation

    Article • Computer Methods and Programs in Biomedicine, June 2013, Elsevier

    Ph.D. Giuseppe Placidi

  63. Customized First and Second Order Statistics Based Operators to Support Advanced Texture Analysis of MRI Images

    Article • Computational and Mathematical Methods in Medicine, January 2013, Wiley

    Ph.D. Giuseppe Placidi

  64. Human Body Language Analysis: A Preliminary Study Based on Kinect Skeleton Tracking

    Article • January 2013, Springer Science + Business Media

    Ph.D. Giuseppe Placidi

  65. SketchSPORE: A Sketch Based Domain Separation and Recognition System for Interactive Interfaces

    Article • January 2013, Springer Science + Business Media

    Ph.D. Giuseppe Placidi

  66. MRI

    Article • May 2012, Taylor & Francis

    Ph.D. Giuseppe Placidi

  67. Intelligent Multi-Agent Based Information Management Methods to Direct Complex Industrial Systems

    Article • Intelligent Information Management, January 2012, Scientific Research Publishing, Inc,

    Ph.D. Giuseppe Placidi

  68. Characterization of a SimMechanics Model for a Virtual Glove Rehabilitation System

    Article • January 2010, Springer Science + Business Media

    Ph.D. Giuseppe Placidi

  69. Circular Acquisition to Define the Minimal Set of Projections for Optimal MRI Reconstruction

    Article • January 2010, Springer Science + Business Media

    Ph.D. Giuseppe Placidi

  70. Numerical Methods for the Semi-automatic Analysis of Multimodal Wound Healing Images

    Article • January 2010, Springer Science + Business Media

    Ph.D. Giuseppe Placidi

  71. Adaptive compression algorithm from projections: Application on medical greyscale images

    Article • Computers in Biology and Medicine, November 2009, Elsevier

    Ph.D. Giuseppe Placidi

  72. A shape-based segmentation algorithm for X-ray digital subtraction angiography images

    Article • Computer Methods and Programs in Biomedicine, June 2009, Elsevier

    Ph.D. Giuseppe Placidi

  73. A numerical hand model for a virtual glove rehabilitation system

    Article • May 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Ph.D. Giuseppe Placidi

  74. An optimized Java based software package for biomedical images and volumes processing

    Article • May 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Ph.D. Giuseppe Placidi

  75. Characterisation of a coding/reconstruction algorithm on MRI simulated noisy data

    Article • May 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Ph.D. Giuseppe Placidi

  76. Review on Patents about Magnetic Localisation Systems for in vivo Catheterizations

    Article • Recent Patents on Biomedical Engineering, January 2009, Bentham Science Publishers

    Ph.D. Giuseppe Placidi

  77. Recent Patents on Magnetic Resonance Imaging Sequences in Presence of Static Magnetic Field in-homogeneity

    Article • Recent Patents on Biomedical Engineering, January 2009, Bentham Science Publishers

    Ph.D. Giuseppe Placidi

  78. Constrained Reconstruction for Sparse Magnetic Resonance Imaging

    Article • January 2009, Springer Science + Business Media

    Ph.D. Giuseppe Placidi

  79. A novel acquisition–reconstruction algorithm for surface magnetic resonance imaging

    Article • Magnetic Resonance Imaging, November 2008, Elsevier

    Ph.D. Giuseppe Placidi

  80. A Segmentation Algorithm for X-ray 3D Angiography and Vessel Catheterization

    Article • January 2008, American Institute of Physics

    Ph.D. Giuseppe Placidi

  81. A Novel Acceleration Coding/Reconstruction Algorithm for Magnetic Resonance Imaging in Presence of Static Magnetic Field In-Homogeneities

    Article • January 2008, Springer Science + Business Media

    Ph.D. Giuseppe Placidi

  82. A Novel Segmentation Algorithm for Digital Subtraction Angiography Images: First Experimental Results

    Article • January 2008, Springer Science + Business Media

    Ph.D. Giuseppe Placidi

  83. Development of an auxiliary system for the execution of vascular catheter interventions with a reduced radiological risk; system description and first experimental results

    Article • Computer Methods and Programs in Biomedicine, November 2007, Elsevier

    Ph.D. Giuseppe Placidi

  84. A smart virtual glove for the hand telerehabilitation

    Article • Computers in Biology and Medicine, August 2007, Elsevier

    Ph.D. Giuseppe Placidi

  85. Design of a Magnetic Localisation System for In-Vivo Endovascular Interventions

    Article • August 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Ph.D. Giuseppe Placidi

  86. Versatile coil design and positioning of transverse-field RF surface coils for clinical 1.5-T MRI applications

    Article • Magnetic Resonance Materials in Physics Biology and Medicine, December 2004, Springer Science + Business Media

    Ph.D. Giuseppe Placidi

  87. An open volume, high isolation, radio frequency surface coil system for pulsed magnetic resonance

    Article • Journal of Magnetic Resonance, December 2004, Elsevier

    Ph.D. Giuseppe Placidi

  88. A novel algorithm for the reduction of undersampling artefacts in magnetic resonance images

    Article • Magnetic Resonance Imaging, November 2004, Elsevier

    Ph.D. Giuseppe Placidi

  89. Magnetic Resonance Perfusion-Weighted Imaging in Multiple Sclerosis

    Article • Rivista di Neuroradiologia, December 2003, SAGE Publications

    Ph.D. Giuseppe Placidi

  90. Post-processing noise removal algorithm for magnetic resonance imaging based on edge detection and wavelet analysis

    Article • Physics in Medicine and Biology, June 2003, Institute of Physics Publishing

    Ph.D. Giuseppe Placidi

  91. A calculation method for semi automatic follow up of multiple sclerosis by Magnetic Resonance Eco Planar Perfusion Imaging

    Article • January 2003, IOS Press

    Ph.D. Giuseppe Placidi

  92. First imaging results obtained with a multimodal apparatus combining low-field (35.7 mT) MRI and pulsed EPRI

    Article • Physics in Medicine and Biology, May 2002, Institute of Physics Publishing

    Ph.D. Giuseppe Placidi

  93. A General Algorithm for Magnetic Resonance Imaging Simulation: a Versatile Tool to Collect Information about Imaging Artefacts and New Acquisition Techniques

    Article • January 2002, IOS Press

    Ph.D. Giuseppe Placidi

  94. A composite resonator for simultaneous NMR and EPR imaging experiments

    Article • Measurement Science and Technology, July 2001, Institute of Physics Publishing

    Ph.D. Giuseppe Placidi

  95. New experimental apparatus for multimodal resonance imaging: initial EPRI and NMRI experimental results

    Article • Physics in Medicine and Biology, March 2001, Institute of Physics Publishing

    Ph.D. Giuseppe Placidi

  96. Automatic optimization strategy for the design of circular multipolar magnets

    Article • Journal of Physics D Applied Physics, January 2001, Institute of Physics Publishing

    Ph.D. Giuseppe Placidi

  97. EPR imaging from projections: errors due to misalignment of projection centres and their rectification by a novel acquisition modality

    Article • Physics in Medicine and Biology, October 2000, Institute of Physics Publishing

    Ph.D. Giuseppe Placidi

  98. ω-Space Adaptive Acquisition Technique for Magnetic Resonance Imaging from Projections

    Article • Journal of Magnetic Resonance, March 2000, Elsevier

    Ph.D. Giuseppe Placidi

  99. Compact low field magnetic resonance imaging magnet: Design and optimization

    Article • Review of Scientific Instruments, March 2000, American Institute of Physics

    Ph.D. Giuseppe Placidi

  100. Pulsed EPR imaging: image reconstruction using selective acquisition sequences

    Article • Physics in Medicine and Biology, January 1999, Institute of Physics Publishing

    Ph.D. Giuseppe Placidi

  101. A novel, cylindrical, transverse gradient coil design for magnetic resonance imaging of large samples

    Article • Measurement Science and Technology, October 1998, Institute of Physics Publishing

    Ph.D. Giuseppe Placidi

  102. Fourier Reconstruction as a Valid Alternative to Filtered Back Projection in Iterative Applications: Implementation of Fourier Spectral Spatial EPR Imaging

    Article • Journal of Magnetic Resonance, October 1998, Elsevier

    Ph.D. Giuseppe Placidi

  103. Two-dimensional 220 MHz Fourier transform EPR imaging

    Article • Physics in Medicine and Biology, July 1998, Institute of Physics Publishing

    Ph.D. Giuseppe Placidi

  104. pH-sensitive imaging by low-frequency EPR: a model study for biological applications

    Article • Physics in Medicine and Biology, July 1998, Institute of Physics Publishing

    Ph.D. Giuseppe Placidi

  105. A Submicrosecond Resonator and Receiver System for Pulsed Magnetic Resonance with Large Samples

    Article • Journal of Magnetic Resonance, May 1998, Elsevier

    Ph.D. Giuseppe Placidi

  106. A Radiofrequency (220-MHz) Fourier Transform EPR Spectrometer

    Article • Journal of Magnetic Resonance, February 1998, Elsevier

    Ph.D. Giuseppe Placidi

  107. Young investigator award presentation at the 13th annual meeting of the esmrmb, september 1996, prague

    Article • Magnetic Resonance Materials in Physics Biology and Medicine, September 1996, Springer Science + Business Media

    Ph.D. Giuseppe Placidi

  108. Optimization of Electron Paramagnetic Resonance Image Reconstruction Using Filtered Back-Projection Followed by Two-Dimensional Deconvolution

    Article • Journal of Magnetic Resonance Series A, July 1996, Elsevier

    Ph.D. Giuseppe Placidi

  109. Angular Space-Domain Interpolation for Filtered Back Projection Applied to Regular and Adaptively Measured Projections

    Article • Journal of Magnetic Resonance Series B, January 1996, Elsevier

    Ph.D. Giuseppe Placidi

  110. EPR imaging in biological applications: Towards microtomography

    Article • Magnetic Resonance in Chemistry, December 1995, Wiley

    Ph.D. Giuseppe Placidi

  111. Theory of Adaptive Acquisition Method for Image Reconstruction from Projections and Application to EPR Imaging

    Article • Journal of Magnetic Resonance Series B, July 1995, Elsevier

    Ph.D. Giuseppe Placidi

  112. Integration of D-shaped gradient coils in a Bruker TM circular cavity for X-band electron spin resonance imaging

    Article • Review of Scientific Instruments, June 1995, American Institute of Physics

    Ph.D. Giuseppe Placidi

  113. Spline-based deconvolution technique in electron paramagnetic resonance imaging

    Article • Review of Scientific Instruments, January 1994, American Institute of Physics

    Ph.D. Giuseppe Placidi