Hyperparameter settings for the models used.

Hyperparameter settings for the models used.

<div><p>Brain tumors are one of the leading diseases imposing a huge morbidity rate across the world every year. Classifying brain tumors accurately plays a crucial role in clinical diagnosis and improves the overall healthcare process. ML techniques have shown promise in accurately clas...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Priyanka Roy (14580479) (author)
مؤلفون آخرون: Fahim Mohammad Sadique Srijon (19751363) (author), Pankaj Bhowmik (6002078) (author)
منشور في: 2025
الموضوعات:
Medicine
Cell Biology
Genetics
Cancer
Space Science
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified
world every year
significantly improved precision
significant class imbalance
prioritizing stable performance
planning treatment early
medical image datasets
leading diseases imposing
handling class imbalance
deep learning models
brain tumor classification
medical imaging data
highly imbalanced data
feature extraction techniques
overall healthcare process
overall classification process
improving patient outcomes
explainable ensemble approach
gan mechanism facilitates
classification process
explainable ensemble
gan mechanism
techniques aid
proposed mechanism
ml techniques
overall accuracy
study proposes
study presents
study focuses
specifically designed
shown promise
score demonstrate
research identifies
reliable model
proposed pipeline
original quality
mri scans
informative features
incorporating grad
frequently affected
crucial role
contributing parts
clinical diagnosis
benchmark ml
based pipeline
15 %.
الوسوم: إضافة وسم
لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!

مواد مشابهة

مواد مشابهة