Search Results - "Bigotti, Alessandra"

Breast lesion detection through MammoWave device: Empirical detection capability assessment of microwave images' parameters by Sani, Lorenzo, Vispa, Alessandro, Loretoni, Riccardo, Duranti, Michele, Ghavami, Navid, Alvarez Sánchez-Bayuela, Daniel, Caschera, Stefano, Paoli, Martina, Bigotti, Alessandra, Badia, Mario, Scorsipa, Michele, Raspa, Giovanni, Ghavami, Mohammad, Tiberi, Gianluigi

“…MammoWave is a microwave imaging device for breast lesions detection, which operates using two (azimuthally rotating) antennas without any matching liquid…”
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Microwave imaging for breast cancer screening: protocol for an open, multicentric, interventional, prospective, non-randomised clinical investigation to evaluate cancer detection capabilities of MammoWave system on an asymptomatic population across multiple European countries by Álvarez Sánchez-Bayuela, Daniel, Fernández Martín, Juan, Tiberi, Gianluigi, Ghavami, Navid, Giovanetti González, Rubén, Cruz Hernánez, Lina Marcela, Aguilar Angulo, Paul Martín, Martínez Gómez, Aarón Darío, Rodríguez Sánchez, Ana, Bigotti, Alessandra, Khalesi, Banafsheh, Pontoriero, Letizia, Calabrese, Massimo, Tagliafico, Alberto Stefano, Romero Castellano, Cristina

“…Microwave imaging presents several potential advantages including its non-ionising and harmless nature. This open, multicentric, interventional, prospective,…”
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A Multicentric, Single Arm, Prospective, Stratified Clinical Investigation to Confirm MammoWave's Ability in Breast Lesions Detection by Álvarez Sánchez-Bayuela, Daniel, Ghavami, Navid, Romero Castellano, Cristina, Bigotti, Alessandra, Badia, Mario, Papini, Lorenzo, Raspa, Giovanni, Palomba, Gianmarco, Ghavami, Mohammad, Loretoni, Riccardo, Calabrese, Massimo, Tagliafico, Alberto, Tiberi, Gianluigi

“…Novel techniques, such as microwave imaging, have been implemented in different prototypes and are under clinical validation, especially for breast cancer…”
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UWB device for breast microwave imaging: phantom and clinical validations by Vispa, Alessandro, Sani, Lorenzo, Paoli, Martina, Bigotti, Alessandra, Raspa, Giovanni, Ghavami, Navid, Caschera, Stefano, Ghavami, Mohammad, Duranti, Michele, Tiberi, Gianluigi

“…•Huygens principle microwave imaging gives homogeneity maps of dielectric properties.•Microwave apparatus does not require any breast compression or any…”
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A multicentric, single arm, prospective, stratified clinical investigation to evaluate MammoWave's ability in breast lesions detection by Sánchez-Bayuela, Daniel Álvarez, Ghavami, Navid, Tiberi, Gianluigi, Sani, Lorenzo, Vispa, Alessandro, Bigotti, Alessandra, Raspa, Giovanni, Badia, Mario, Papini, Lorenzo, Ghavami, Mohammad, Castellano, Cristina Romero, Bernardi, Daniela, Calabrese, Massimo, Tagliafico, Alberto Stefano

“…Microwave imaging is a safe and promising new technology in breast radiology, avoiding discomfort of breast compression and usage of ionizing radiation. This…”
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AI-based hierarchical approach for optimizing breast cancer detection using MammoWave device by Taghipour-Gorjikolaie, Mehran, Ghavami, Navid, Papini, Lorenzo, Badia, Mario, Fracassini, Arianna, Bigotti, Alessandra, Palomba, Gianmarco, Álvarez Sánchez-Bayuela, Daniel, Romero Castellano, Cristina, Loretoni, Riccardo, Calabrese, Massimo, Tagliafico, Alberto Stefano, Ghavami, Mohammad, Tiberi, Gianluigi

“…•First AI-ML model on 1000 + microwave data for breast cancer detection.•Novel optimized hierarchy with unsupervised clustering and binary…”
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Evaluation of Receiver Operating Characteristic Curves in a Microwave Apparatus for Breast Lesions Detection by Tiberi, Gianluigi, Ghavami, Mohammad, Sani, Lorenzo, Vispa, Alessandro, Paoli, Martina, Bigotti, Alessandra, Raspa, Giovanni, Ghavami, Navid, Saracini, Andrea, Dutanti, Michele

“…Microwave imaging has received increasing attention in the last decades, in particular for its application in breast lesions detection. Such effort has been…”
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Machine Learning-Based Frequency Selection to Improve Breast Cancer Detection in MammoWave Device by Taghipour-Gorjikolaie, Mehran, Ghavami, Navid, Tiberi, Gianluigi, Badia, Mario, Papini, Lorenzo, Fracassini, Arianna, Bigotti, Alessandra, Palomba, Gianmarco, Ghavami, Mohammad

“…MammoWave, a novel microwave breast imaging device, employs a frequency range spanning from 1 to 9 GHz to acquire dielectric properties information from the…”
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Microwave-based Breast Cancer Detection by using Auto Encoder-Decoder Probabilistic Neural Network by Taghipour-Gorjikolaie, Mehran, Ghavami, Navid, Tiberi, Gianluigi, Badia, Mario, Papini, Lorenzo, Fracassini, Arianna, Bigotti, Alessandra, Palomba, Gianmarco, Ghavami, Mohammad

“…In this paper, our primary objective is to present an AI-based model designed for the detection of breast cancer through the analysis of microwave data. The…”
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Frequency Selection to Improve the Performance of Microwave Breast Cancer Detecting Support Vector Model by Using Genetic Algorithm by Taghipour-Gorjikolaie, Mehran, Khalesi, Banafsheh, Ghavami, Navid, Tiberi, Gianluigi, Badia, Mario, Papini, Lorenzo, Fracassini, Arianna, Bigotti, Alessandra, Palomba, Gianmarco, Ghavami, Mohammad

“…This paper presents an innovative paradigm for breast cancer detection by leveraging a Support Vector Machine (SVM) based model fueled with numerical data…”
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MammoWave clinical trials within RadioSpin project: results obtained using microwave images' features approaches with thresholds by Papini, Lorenzo, Fracassini, Arianna, Ghavami, Navid, Sanchez-Bayuela, Daniel Alvarez, Badia, Mario, Bigotti, Alessandra, Palomba, Gianmarco, Raspa, Giovanni, Castellano, Cristina Romero, Taghipour-Gorjikolaie, Mehran, Ghavami, Mohammad, Dudley, Sandra, Loretoni, Riccardo, Tagliafico, Alberto, Calabrese, Massimo, Tiberi, Gianluigi

“…In this paper, we present preliminary outcomes derived from a prospective multicentric clinical trial focusing on microwave breast imaging involving 336 women…”
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MammoWave Breast Imaging Device: Prospective Clinical Trial Results and AI Enhancement by Ghavami, Navid, Sanchez-Bayuela, Daniel Alvarez, Badia, Mario, Papini, Lorenzo, Rana, Soumya Prakash, Bigotti, Alessandra, Palomba, Gianmarco, Raspa, Giovanni, Castellano, Cristina Romero, Bernardi, Daniela, Tagliafico, Alberto, Calabrese, Massimo, Dudley, Sandra, Ghavami, Mohammad, Tiberi, Gianluigi

“…Microwave imaging is a safe new technology for breast imaging, avoiding ionizing radiation and the patient discomfort due to breast compression. In this paper…”
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Breast Cancer Detection using Machine Learning Approaches on Microwave-based Data by Papini, Lorenzo, Badia, Mario, Sani, Lorenzo, Rana, Soumya Prakash, Alvarez Sanchez-Bayuela, Daniel, Vispa, Alessandro, Bigotti, Alessandra, Raspa, Giovanni, Ghavami, Navid, Castellano, Cristina Romero, Bernardi, Daniela, Tagliafico, Alberto, Calabrese, Massimo, Ghavami, Mohammad, Tiberi, Gianluigi

“…Microwave breast imaging is being investigated by research groups worldwide for its promising applications in early cancer detection, overcoming key…”
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Preliminary Clinical Trial Results of MammoWave in the Context of RadioSpin Project by Ghavami, Navid, Fracassini, Arianna, Papini, Lorenzo, Sanchez-Bayuela, Daniel Alvarez, Bigotti, Alessandra, Badia, Mario, Raspa, Giovanni, Palomba, Gianmarco, Castellano, Cristina Romero, Ghavami, Mohammad, Loretoni, Riccardo, Tagliafico, Alberto, Calabrese, Massimo, Tiberi, Gianluigi

“…In this work, we present our preliminary findings from a prospective multicentric microwave breast imaging clinical trial involving 218 women, within the…”
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Radar-based Imaging through StrokeWave Device: Preliminary Experimental Results by Ghavami, Navid, Badia, Mario, Sani, Lorenzo, Raspa, Giovanni, Sanchez-Bayuela, Daniel Alvarez, Vispa, Alessandro, Bigotti, Alessandra, Papini, Lorenzo, Cosottini, Mirco, Ghavami, Mohammad, Tiberi, Gianluigi

“…This paper presents for the first time, preliminary measurement results obtained using an innovative microwave brain imaging device, named StrokeWave. Brain…”
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MammoWave Breast Imaging Device: An International and Multicentric Clinical Investigation by Ghavami, Navid, Sanchez-Bayuela, Daniel Alvarez, Sani, Lorenzo, Vispa, Alessandro, Bigotti, Alessandra, Badia, Mario, Papini, Lorenzo, Raspa, Giovanni, Rana, Soumya Prakash, Romero Castellano, Cristina, Bernardi, Daniela, Tagliafico, Alberto, Calabrese, Massimo, Ghavami, Mohammad, Tiberi, Gianluigi

“…This work presents the first multicentric, single arm, prospective study to evaluate the ability of MammoWave, a microwave imaging prototype, in breast lesions…”
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MammoWave Breast Imaging Device: A Procedure for Device's Characterization Via Phantom Measurements and Subsequent Clinical Trials' Preliminary Results by Sani, Lorenzo, Vispa, Alessandro, Ghavami, Navid, Sanchez-Bayuela, Daniel Alvarez, Badia, Mario, Bigotti, Alessandra, Raspa, Giovanni, Castellano, Cristina Romero, Ghavami, Mohammad, Tiberi, Gianluigi

“…The use of microwave imaging for breast cancer detection has witnessed growing attention from researchers around the globe. In the past decade, a number of…”
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MammoWave Breast Imaging Device: Path to Clinical Validation, Results and Implications in Future Population-based Breast Screening Programs by Tiberi, Gianluigi, Ghavami, Navid, Sanchez-Bayuela, Daniel Alvarez, Sani, Lorenzo, Vispa, Alessandro, Bigotti, Alessandra, Badia, Mario, Papini, Lorenzo, Raspa, Giovanni, Castellano, Cristina Romero, Hernandez, Lina Marcela Cruz, Bernardi, Daniela, Tagliafico, Alberto, Calabrese, Massimo, Ghavami, Mohammad

“…Microwave imaging for breast cancer detection has attracted growing global attention with a small number of prototypes advancing to the clinical trial stage…”
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UWB Device for Microwave Imaging: Validation through Phantoms by Vispa, Alessandro, Sani, Lorenzo, Paoli, Martina, Bigotti, Alessandra, Raspa, Giovanni, Ghavami, Navid, Ghavami, Mohammad, Tiberi, Gianluigi

“…Breast cancer detection is still a challenging subject, and this has forced physical, chemical and engineering research to explore new detection modalities. In…”
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Empirical Assessment of Breast Lesion Detection Capability Through an Innovative Microwave Imaging Device by Sani, Lorenzo, Vispa, Alessandro, Ghavami, Navid, Loretoni, Riccardo, Duranti, Michele, Sanchez-Bayuela, Daniel Alvarez, Caschera, Stefano, Paoli, Martina, Bigotti, Alessandra, Badia, Mario, Scorsipa, Michele, Raspa, Giovanni, Ghavami, Mohammad, Tiberi, Gianluigi

“…This paper investigates the effect of conductivity weighting on microwave images obtained through a dedicated imaging device. MammoWave is a microwave imaging…”
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