3 results listed
The main objective of this research is design and realization of a wireless, secure, remote monitoring, control and feedback systemusing GSM technology for the patient health. In this study, CRUD (Create, Read, Update and Delete) operations can be performed on a Windows Communication Foundation (WCF) server using the developed mobile application andMySQL database. This system also includes a ripped QR scanner that prevents the browsers from entering QR code information because a crypto QR definition of the patient's identity number was developed. All the patients’ assay results and their radiological views are recorded along their reports. Patients who need regular follow-up can send their daily, weekly and monthly results to the physician using this application. In an instant panic situation, this system can communicate to the 112-emergency services and by the help of a push-to-talk button, system can send the patient's instant location to the phone number indicated by short message service (SMS). If 112-emergency departments support the connection, system can also send this location information automatically to 112-emergency systems. Transmitted data is archived and visualized both on a mobile phone and on a central server. The experiments on the proposed system gave promising results that is accurate in scanning, clear in monitoring, intelligent in decision making and reliable in communication.
International Conference on Advanced Technologies, Computer Engineering and Science
ICATCES
Hilal Kaya
F.V. ÇELEBİ
T. YILMAZ
M.B. MURATOĞLU
S. ERARSLAN
Retinoblastoma is a childhood cancer grows in retina. Although it could be treated in early stages, it can spread to nervous system and also other parts of the body and eventually may cause death in this situation. The prediction of survivability attracts a considerable interest and has been studied at different types of cancers, like breast, lung, colon and thyroid in literature by applying data mining methods. Data used in this study is obtained from The Surveillance, Epidemiology, and End Results (SEER) program which is an authorized data repository of cancer statistics. In our study, the survivability for retinoblastoma is predicted on SEER dataset consisting of 1258 patients by using data mining algorithms (support vector machines, logistic regression, multi-layer perceptron, naïve bayes, random forest and decision trees). Two strategies for imbalanced data which are over-sampling (synthetic minority over-sampling - SMOTE) and under-sampling are used. Results are analyzed and compared with the ones studied in other cancer types.
International Conference on Advanced Technologies, Computer Engineering and Science
ICATCES
Gülistan Özdemir Özdoğan
Hilal Kaya
Baha Şen
I. CANKAYA
The field of human computer interaction (HCI) involves the creation of interactive computing systems for humans to enhance the quality of life of people especially with disabilities all over the world. This study proposes a multimodal system to give the opportunity to carry out all daily works with a personal computer (PC) for disabled people that cannot use their hands. In this study, it's aimed to create an interaction between the user and a machine that is performed by user's voice and eye movements. Turkish Speech Recognition was performed by using mel-frequency cepstral coefficient (MFCC) extraction, hidden markov model (HMM) and artificial neural networks (ANN). As a joint part of the software, an efficient eye tracking system with a Tobii 4C eye tracker, was developed having a feature of eye blink detection for controlling an interface that provides an alternate way of communication. This multimodal system was developed by the authors using Java language and Matlab library and the system performed promising results for Turkish training words. To increase the system's performance, usage of natural language processing methods is planned as a future work.
International Conference on Advanced Technologies, Computer Engineering and Science
ICATCES
Hilal Kaya
F.F. İÇEL
F. ÖZATAK
S. KARAKOÇ
O. SARIYER