Browsing by Author "Nillmani"

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Four Types of Multiclass Frameworks for Pneumonia Classification and Its Validation in X-ray Scans Using Seven Types of Deep Learning Artificial Intelligence Models

Nillmani; Jain, Pankaj K.; Sharma, Neeraj; Kalra, Mannudeep K; Viskovic, Klaudija; Saba, Luca; Suri, Jasjit S. (MDPI, 2022-03)

Background and Motivation: The novel coronavirus causing COVID-19 is exceptionally contagious, highly mutative, decimating human health and life, as well as the global economy, by consistent evolution of new pernicious ...
Segmentation-Based Classification Deep Learning Model Embedded with Explainable AI for COVID-19 Detection in Chest X-ray Scans

Nillmani; Sharma, Neeraj; Saba, Luca; Khanna, Narendra N.; Kalra, Mannudeep K.; Fouda, Mostafa M.; Suri, Jasjit S. (MDPI, 2022-09)

Background and Motivation: COVID-19 has resulted in a massive loss of life during the last two years. The current imaging-based diagnostic methods for COVID-19 detection in multiclass pneumonia-type chest X-rays are not ...

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