Jaw fracture classification using meta heuristic firefly algorithm with multi-layered associative neural networks

M Hashem, AS Hassanein - Cluster Computing, 2019 - Springer
Jaw fracture is one of the common facial injuries in human body. The jaw fracture disease is
one of the tenth most injuries in human body. Jaw fracture may result from high physical …

Transfer learning for an automated detection system of fractures in patients with maxillofacial trauma

M Amodeo, V Abbate, P Arpaia, R Cuocolo… - Applied Sciences, 2021 - mdpi.com
An original maxillofacial fracture detection system (MFDS), based on convolutional neural
networks and transfer learning, is proposed to detect traumatic fractures in patients. A …

Bone fracture classification using modified alexnet

BY Panchal, B Talati, S Shah… - Stochastic Modeling & …, 2022 - papers.ssrn.com
The bone is a major component of the human body. Bone provides the ability to move the
body. The bone fractures are common in the human body. The doctors use the X-ray image …

[PDF][PDF] Artificial neural network training using fireworks algorithm in medical data mining

RK Dutta, NK Karmakar, T Si - Int. J. Comput. Appl, 2016 - researchgate.net
This paper proposes a novel application of Fireworks Algorithm in Artificial Neural Network
training. Fireworks Algorithm is a recently developed Swarm Intelligence algorithm for …

A Neural Expert System Based Dental Trauma Diagnosis Application

GB Senirkentli, S Sen, O Farsak… - 2019 Medical …, 2019 - ieeexplore.ieee.org
Dental traumas are frequently observed challenging medical situations that the dentists
need to handle. This requires a quickly made correct diagnosis and treatment to prevent …

Detecting dental problem related brain disease using intelligent bacterial optimized associative deep neural network

NM Mahmoud, H Fouad, O Alsadon, AM Soliman - Cluster Computing, 2020 - Springer
Nowadays, a lot of people have the oral health problems due to continuous changes in the
lifestyle such as the person's speech which can be affected by the malocclusion in teeth and …

An exemplar pyramid feature extraction based humerus fracture classification method

S Demir, S Key, T Tuncer, S Dogan - Medical hypotheses, 2020 - Elsevier
Humerus fracture have been widely seen disease in the orthopedic clinics and classification
of them is a hard process for orthopedist. The main aim of the proposed method is to classify …

Improved Complex-valued Radial Basis Function (ICRBF) neural networks on multiple crack identification

M Rajendra, K Shankar - Applied Soft Computing, 2015 - Elsevier
This paper introduces a new class of neural networks in complex space called Complex-
valued Radial Basis Function (CRBF) neural networks and also an improved version of …

Real-time Classification of Bone Fractures Utilizing Different Convolutional Neural Network Approaches

N Vasker, M Hasan, MBR Nuha… - … on Computer and …, 2023 - ieeexplore.ieee.org
Fractures are a prevalent occurrence in the human anatomy, necessitating accurate and
expeditious diagnosis in order to administer the correct medical treatment. Detecting …

GMDH polynomial and RBF neural network for oral cancer classification

N Sharma, H Om - Network Modeling Analysis in Health Informatics and …, 2015 - Springer
This paper studies the group method of data handling (GMDH) polynomial neural network
and radial basis function neural network (RBF) for classification of oral cancer. The oral …