Ashis Patnaik
All India Institute of Medical Sciences, IndiaTitle: Detection of Brain Tumours through the Application of Deep Learning Techniques
Abstract
The
fast detection of brain-tumour plays a crucial role in advancing therapeutic
outcomes. Physically assessing numerous MRI scans regularly distributed at
medical centers poses a challenge. There is a notable demand for PC-assisted
strategies with improved accuracy for early detection of cancer. Currently,
there is a growing interest in employing deep-learning techniques for the
highly accurate and rapid detection of cerebral tumors and heart rate. This
research paper focuses on three primary advantages: growth location, division,
and tumour detection. To be clinically beneficial, brain tumor diagnostic
approaches need integration into a fully automated system, as discussed in this
study. The research explores the effect of process parameters and different
tool materials for fast detection of brain-tumour contributes an important role
in further developing therapeutic outcomes and hence functioning in endurance
tolerance. Deep Learning (DL) uses a Multilayer neural network (MNN) with
multiple hidden layers and independent parameters to conduct research. In
contrast to commonly used MNNs, each input MRI undergoes convolutional layers,
filters, fully connected (FC) layers, pooling layers, and finally, Soft-max for
the conclusive decision-making process.
Although both deep learning and traditional machine learning fall under
AI technologies, deep learning offers more advantages, achieving a commendable
score of 96.8%.
Biography
Dr. Ashis Patnaik, is currently working as Additional
Professor, Department of Neurosurgery, All India Institute of Medical Sciences,
Bhubaneswar, Odisha, India. He is a highly skilled and experienced General
physician. With over a decade of experience, Dr. patnaik is known for his
exceptional medical expertise and compassionate patient care. He has dedicated
his career to diagnosing and treating a wide range of medical conditions while
providing personalized healthcare services to his patients. He is known for his
compassionate and personalized approach to patient care. He takes the time to
listen to his patients' concerns and works closely with them to develop a
treatment plan that meets their individual needs. Dr. Ashis patnaik is
committed to providing the highest quality of care to his patients. He
possesses a warm and compassionate personality that puts his patients at ease,
and his exceptional medical expertise ensures that they receive the best
possible treatment. He offers a range of services.
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