Sensors, Free Full-Text

Por um escritor misterioso

Descrição

Artificial intelligence (AI) with deep learning models has been widely applied in numerous domains, including medical imaging and healthcare tasks. In the medical field, any judgment or decision is fraught with risk. A doctor will carefully judge whether a patient is sick before forming a reasonable explanation based on the patient’s symptoms and/or an examination. Therefore, to be a viable and accepted tool, AI needs to mimic human judgment and interpretation skills. Specifically, explainable AI (XAI) aims to explain the information behind the black-box model of deep learning that reveals how the decisions are made. This paper provides a survey of the most recent XAI techniques used in healthcare and related medical imaging applications. We summarize and categorize the XAI types, and highlight the algorithms used to increase interpretability in medical imaging topics. In addition, we focus on the challenging XAI problems in medical applications and provide guidelines to develop better interpretations of deep learning models using XAI concepts in medical image and text analysis. Furthermore, this survey provides future directions to guide developers and researchers for future prospective investigations on clinical topics, particularly on applications with medical imaging.
Sensors, Free Full-Text
BOSCH Professional GIS 1000 C Thermo Bluetooth Thermal Camera Scanner Detector Infrared Thermal Imager / Thermal Scanner With Color Display With USB Slot Internal Storage GIS1000C-061083340
Sensors, Free Full-Text
GENUINE NEW PRESSURE MAP SENSOR 079800-7430 37830-MEL-003 for HONDA CBR600
Sensors, Free Full-Text
SimpliSafe Entry Sensor (Pack of 4) - Window and Door Protection - Compatible with The SimpliSafe Home Security System - Latest Gen : Electronics
Sensors, Free Full-Text
Genuine Map Pressure Sensor 079800-4250 For Honda Accord Civic Acura Integra OEM
Sensors, Free Full-Text
Advanced Healthcare Materials: Early View
Sensors, Free Full-Text
Ambient Weather WS-2000 Smart Weather Station
Sensors, Free Full-Text
Sensors, Free Full-Text
Sensors, Free Full-Text
Sensors, Free Full-Text, Perrogator: A Portable Energy-Efficient Interrogator for Dynamic Monitoring of Wavelength-Ba…
Sensors, Free Full-Text
BOSCH Professional GIS 1000 C Thermo Bluetooth Thermal Camera Scanner Detector Infrared Thermal Imager / Thermal Scanner
Sensors, Free Full-Text
WTB4FP-32161120A00 - W4
de por adulto (o preço varia de acordo com o tamanho do grupo)