- Ultrasound Imaging and Elastography
- Infrared Thermography in Medicine
- Photoacoustic and Ultrasonic Imaging
- Ultrasound and Hyperthermia Applications
- Electrical and Bioimpedance Tomography
- Thermography and Photoacoustic Techniques
- Thermoregulation and physiological responses
- Image Enhancement Techniques
- Medical Imaging and Analysis
- AI in cancer detection
- EEG and Brain-Computer Interfaces
- Hand Gesture Recognition Systems
- Acute Ischemic Stroke Management
- Human Pose and Action Recognition
- Image and Video Quality Assessment
- Geophysical and Geoelectrical Methods
- Dental Radiography and Imaging
- Spectroscopy Techniques in Biomedical and Chemical Research
- Body Composition Measurement Techniques
- Biomedical and Engineering Education
- Nanoplatforms for cancer theranostics
- Curcumin's Biomedical Applications
- Radiomics and Machine Learning in Medical Imaging
- Robot Manipulation and Learning
- Phonocardiography and Auscultation Techniques
University of Technology Malaysia
2014-2024
Goethe University Frankfurt
2021
Yes Technologies (United States)
2019
Malaysia University of Science and Technology
2018
An-Najah National University
2013
University of Malaya
2010
The global histogram equalization (HE) has been the most frequently adopted image contrast enhancement technique. A brightness and detail‐preserving HE method with good effect a goal of much recent research in HE. Nevertheless, producing well‐balanced is deemed to be daunting task. In this article, we propose novel framework aim taking three desirable properties into account: preservation, detail enhancement. We termed proposed as multipurpose beta optimized bi‐HE (MBOBHE). MBOBHE consists...
Computer-aided Invasive Ductal Carcinoma (IDC) grading classification systems based on deep learning have shown that may achieve reliable accuracy in IDC grade using histopathology images. However, there is a dearth of comprehensive performance comparisons Convolutional Neural Network (CNN) designs the literature. As such, we would like to conduct comparison analysis seven selected CNN models: EfficientNetB0, EfficientNetV2B0, EfficientNetV2B0-21k, ResNetV1-50, ResNetV2-50, MobileNetV1, and...
This review examines the potential of ghrelin and leptin as biomarkers in eating disorders by analysing their roles appetite regulation, energy balance, behaviour. Ghrelin stimulates hunger, whereas suppresses maintains homeostasis. Dysregulation these hormones, often influenced high-fat high-sugar diets, is linked to overeating, obesity, disorders. Imbalances signalling are associated with conditions such hyperphagia binge eating. also explores effects stress hormonal resistance on...
Addiction is a chronic relapsing brain disease associated with substantial individual and societal burden. It includes complex phyco-physiological conditions can be recognized by compulsive harmful behaviors towards substance or activity, despite negative consequences “bio-psycho-social-spiritual” disorder. This paper aims to comprehensively review previous research which applied machine learning electroencephalography (EEG) signals for automatic detection of addiction. A systematic search...
Early childhood caries (ECC) continues to pose a significant challenge for preschoolers worldwide, with global prevalence of 46.2% in 2020. In the modern world telehealth prominence, addressing ECC screening efficiently can be achieved through integration AI technology and saliva sample analysis. This framework allows parents teachers collect samples from children remotely reduce need in-person healthcare visits. These will then sent facilities analysis attention given results that indicate...
Breast cancer is the most common that causes death in women. Conventional therapies, including surgery and chemotherapy, have different therapeutic effects are commonly associated with risks side effects. Near infrared radiation a technique few used for local hyperthermia, typically as an adjuvant to other therapies. The understanding of use near NIR monotherapy, its on immune cells activation infiltration, limited. In this study, we investigate HT treatment using tumor regression molecules...
Thermography is a potential medical imaging modality due to its capability in providing additional physiological information. Medical thermal images obtained from infrared thermography systems incorporate valuable temperature properties and profiles, which could indicate underlying abnormalities. The quality of often degraded noise, affects the measurement processes imaging. Contrast stretching image filtering techniques are normally adopted enhancement processes. In this study, comparative...
Background: Bone Age Assessment (BAA) refers to a clinical procedure that aims identify discrepancy between biological and chronological age of an individual by assessing the bone growth. Currently, there are two main methods executing BAA which known as Greulich-Pyle Tanner-Whitehouse techniques. Both techniques involve manual qualitative assessment hand wrist radiographs, resulting in intra inter-operator variability accuracy time-consuming. An automatic segmentation can be applied...
Malaysia's medical device industry is experiencing significant growth, with 309,829 devices procured at a cost of RM 7.78 billion and actively utilized in public hospitals nationwide. This surge highlights the need for an advanced management system to efficiently handle life cycle these ensure optimal utilization streamline operations. Other proposed technological solutions like RFID, RTLS, infrared tags aim address challenges, but their high installation costs pose barriers, especially...
Stroke is one of the most common killers in Indonesia, Malaysia and Singapore. The mortality rate due to stroke Indonesia around 192/100.000, 84/100.000 47.9/100.000 for Singapore respectively last 5 years. Treatment time, cost quality are believed as main factors contributing high disability caused by stroke. This paper presents relation between management cost, We used epidemiological data 12 includes prevalence, incidence, disability. Normalized clinical pathway define treatment duration....
Identifying and treating the tumor at its early stages has become one of major challenges faced in area breast imaging field since number women diagnosed with cancer gradually increase over years. Breast thermography distinguished itself as a promising adjunctive modality to current standard for detection cancer. It provides additional information underlying physiological changes cancerous tissues. However, this particular technique not yet been accepted clinical use it is shown be highly...