Biomedical Imaging

ISBN : 9789819753444

Author : Ankur Gogoi

Publisher : Springer

Year : 2024

Language : English

Type : Book

Description : Artificial Intelligence in Diagnostic Medical Image Processing for Advanced Healthcare Applications Amlan Jyoti Kalita, Abhijit Boruah, Tapan Das, Nirmal Mazumder, Shyam K. Jaiswal, Guan-Yu Zhuo et al. Pages 1-61 From Pixels to Predictions: Exploring the Role of Artificial Intelligence in Radiology M. J. Akshit Aiyappa, B. Suresh Kumar Shetty Pages 63-102 Challenges in Accurately Using Artificial Intelligence and Machine Learning in Biomedical Imaging Mayuri Sharma, Bidisha Goswami, Nabajyoti Goswami, Saurov Mahanta, Yumnam Jayanta Singh Pages 103-129 Tracing Historical Connections: The Evolutionary Ties of Artificial Intelligence, Confocal Microscopy, and Marvin Minsky (1927–2016) Guan-Yu Zhuo, Manikanth Karnati, Mohendra Roy, Nirmal Mazumder, Ankur Gogoi, Fu-Jen Kao Pages 131-141 Types of Optical Microscopic Analysis for Cell Death Using Artificial Intelligence Baishali Das, Sindhoora Kaniyala Melanthota, N. Pooja, Ishita Chakraborty, Indira Govindaraju, Divyani Chatterjee et al. Pages 143-156 Applications of Artificial Intelligence in the Analysis of Images of the Oral Cavity for Cancer Detection Adarsh Kudva, Vidya Kudva, Vathsala Patil, Neha Mohan, Preethi R. Shenoy, Archi Rai Pages 157-169 Leveraging Machine Learning for Advanced Biomedical Imaging: Insights from Speckle Pattern Analysis Zeev Kalyuzhner, Zeev Zalevsky Pages 171-193 Two Photon Fluorescence Integrated Machine Learning for Data Analysis and Interpretation Gagan Raju, Manikanth Karnati, Yury V. Kistenev, Nirmal Mazumder Pages 195-208 Deep Learning in Biomedical Applications of Raman Spectroscopy Ajinkya Anjikar, Nidhi Prahlad Rao, Rajapandian Paneerselvam, Kolleboyina Jayaramulu, Chandrabhas Narayana, Tatsuyuki Yamamoto et al. Pages 209-247 Covid-19 and Pneumonia Detection from Chest X-Ray Images by Deep Learning Model Santanu Roy Pages 249-271 Deep Learning Integrated Multiphoton Microscopy Manikanth Karnati, Sanika Kulkarni, Nirmal Mazumder Pages 273-286 U-Net: A Versatile Deep Learning Architecture for Multi-Disease Detection Snehal Rajput, Rupal Kapdi, Mohendra Roy, Mehul S. Raval Pages 287-305 Memristor-Based Neuromorphic Computing and Artificial Neural Networks for Computer Vison and AI—Applications Prince Patel, Mansi Patel, Ankur Solanki, Mohendra Roy Pages 307-322 Generations of CT—the Evolution and Future Prospects M. J. Akshit Aiyappa, B. Suresh Kumar Shetty, Jini Abraham Pages 323-343 Back Matter Pages 345-347 Download chapter PDF Back to top

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