Ir Ts Dr Hum Yan Chai

journal article
  • Jun Hao Lau, Juliana Usman, Yan Chai Hum, Khin wee Lai, "Correlation of Knee Pain amongst Subjects with Osteoarthritis Taking Graphene-Based Thermotherapy for Health Improvement", Journal of Mechanics in Medicine and Biology, World Scientific, pp 100-113, January 2024 (ISSN: 0219-5194).
  • Ren‐Jun Choong, Wun‐She Yap, Yan Chai Hum, Khin Wee Lai, Lloyd Ling, "Impact of visual enhancement and color conversion algorithms on remote sound recovery from silent videos", Journal of the Society for Information Display, Wiley, Volume 32, Issue 3, pp 100-113, March 2024 (ISSN: 1071-0922).
  • Hamam Mokayed, Christián Ulehla, Elda Shurdhaj, Amirhossein Nayebiastaneh, Lama Alkhaled, "Fractional B-Spline Wavelets and U-Net Architecture for Robust and Reliable Vehicle Detection in Snowy Conditions", SENSORS, MDPI, Volume 24, Issue 12, pp 3938-3948, July 2024 (ISSN: 1424-8220).
  • Muhammad Ali Shoaib, Joon Huang Chuah, Raza Ali, Samiappan Dhanalakshmi, Azira Khalil, "Fully Automatic Left Ventricle Segmentation Using Bilateral Lightweight Deep Neural Network", Life-Basel, MDPI, Volume 13, Issue 1, pp 124-132, January 2023 (ISSN: 2075-1729).
  • Muhammad Ali Shoaib, Joon Huang Chuah, Ali Raza, Khairunnisa Hasikin, Azira Khalil, "An Overview of Deep Learning Methods for Left Ventricle Segmentation", Computational Intelligence and Neuroscience, Hindawi, Volume 2023, pp 200-230, January 2023 (ISSN: 1687-5265).
  • Yu Hong Haw, Khin Wee Lai, Joon Huang Chuah, Siti Khairunniza Bejo, Nur Azuan Husin, "Classification of basal stem rot using deep learning: a review of digital data collection and palm disease classification methods", PeerJ Computer Science, PeerJ Inc., Volume 9, pp 1352-1375, April 2023 (ISSN: 2376-5992).
  • Wingates Voon, Hum Yan Chai, Tee Yee Kai, Yap Wun She, Humaira Nisar, "Evaluating the effectiveness of stain normalization techniques in automated grading of invasive ductal carcinoma histopathological images", Scientific Reports, Nature Portfolio, Volume 13, Issue 2023, pp 20518-20532, November 2023 (ISSN: 2045-2322).
  • Jia Chun Koo, Qi Ke, Yan Chai Hum, Choon Hian Goh, Yap Wun She, "Non-annotated renal histopathological image analysis with deep ensemble learning", Quantitative Imaging in Medicine and Surgery, AME Publishing Company, Volume 13, Issue 9, pp 5902-5920, September 2023 (ISSN: 2223-4292).
  • Kareen Teo,, Ching Wai Yong, Joon Huang Chuah, Hum Yan Chai, Yee Kai Tee, "Current trends in readmission prediction: an overview of approaches", ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, Springer Berlin Heidelberg, Volume 48, Issue 8, pp 11117-11134, August 2023 (ISSN: 2193-567X).
  • Yahya Sherif Solayman Mohamed Saleh, Hamam Mokayed, Konstantina Nikolaidou, Lama Alkhaled, Hum Yan Chai, "How GANs assist in Covid-19 pandemic era: a review", MULTIMEDIA TOOLS AND APPLICATIONS, Springer (the article is WOS quartile 2 under CATEGORY COMPUTER SCIENCE, SOFTWARE ENGINEERING), pp 1-30, September 2023 (ISSN: 1380-7501).
  • Wong Yoke Kim, Hum Yan Chai, Tee Yee Kai, Yap Wun She, Lai Khin Wee, "A modified single image dehazing method for autonomous driving vision system", MULTIMEDIA TOOLS AND APPLICATIONS, Springer (the article is WOS quartile 2 under CATEGORY COMPUTER SCIENCE, SOFTWARE ENGINEERING), pp 1-33, August 2023 (ISSN: 1380-7501).
  • Lee Sze Foo, James R Larkin, Brad A Sutherland, Kevin J Ray, Yee Kai Tee, "Investigation of relayed nuclear Overhauser enhancement effect at− 1.6 ppm in an ischemic stroke model", Quantitative Imaging in Medicine and Surgery, AME Publishing Company, Volume 13, Issue 12, pp 7877-7892, December 2023 (ISSN: 2223-4292).
  • Yee Sin Goh, Hum Yan Chai, Ying Loong Lee, Khin Wee Lai, Wun-She Yap, "A meta-analysis: Food production and vegetable crop yields of hydroponics", SCIENTIA HORTICULTURAE, Elsevier, Volume 321, pp 2339-2352, November 2023 (ISSN: 0304-4238).
  • Ming Ping Yong, Hum Yan Chai, Khin Wee Lai, Ying Loong Lee, Choon-Hian Goh, "Histopathological Cancer Detection Using Intra-Domain Transfer Learning and Ensemble Learning", IEEE Access, IEEE, Volume 10, pp 1109-1122, December 2023 (ISSN: 2169-3536).
  • Shaghayegh Shirkhani, Hamam Mokayed, Rajkumar Saini, Hum Yan Chai, "Study of AI-Driven Fashion Recommender Systems", SN Computer Science, Springer Link, Volume 4, Issue 5, pp 514-533, July 2023 (ISSN: 2662-995X).
  • Yu Hong Haw, Yan Chai Hum, Joon Huang Chuah, Wingates Voon, Siti Khairunniza-Bejo, "Detection of Basal Stem Rot Disease Using Deep Learning", IEEE Access, IEEE, pp 1, May 2023 (ISSN: 2169-3536).
  • Ming Ping Yong, Yan Chai Hum, Khin Wee Lai, Ying Loong Lee, Choon-Hian Goh, "Histopathological Gastric Cancer Detection on GasHisSDB Dataset Using Deep Ensemble Learning", Diagnostics, MDPI, Volume 13, pp 1793-1802, May 2023 (ISSN: 2075-4418).
  • Wong Yoke Kim, Yan Chai Hum, Yee Kai Tee, Wun She Yap, Hamam Mokayed, "A Modified Single Image Dehazing Method for Autonomous Driving Vision System", MULTIMEDIA TOOLS AND APPLICATIONS, Springer, pp 1, May 2023 (ISSN: 1380-7501).
  • Yu Hong Haw, Khin Wee Lai​, Joon Huang Chuah, Siti Khairunniza Bejo, Nur Azuan Husin, "Classification of basal stem rot using deep learning: a review of digital data c", PeerJ Computer Science, PeerJ, Volume 9, pp e1325, April 2023 (ISSN: 2376-5992).
  • Bing Yan Lim, Khin Wee Lai, Khairunnisa Hasikin, Saneera H. Kulathilake, Zhi Chao Ong, "Deep Learning Model for Prediction of Progressive Mild Cognitive Impairment to Alzheimer's Disease using Structural MRI", Frontiers in Aging Neuroscience, Frontiers Aging Neuroscience, May 2022 (ISSN: 1663-4365).
  • Wan Shi Low, Chow Khuen Chan, Maheza Irna Mohd Salim, Joon Huang Chuah, Yee Kai Tee, "A Review of Machine Learning Network in Human Motion Biomechanics", Journal of Grid Computing, Springer Link, Volume 20, pp 1-37, March 2022 (ISSN: 1570-7873).
  • Wingates Voon, Hum Yan Chai (Corresponding Author), Tee Yee Kai, Yap Wun She, Maheza Irna Mohamad Salim, "Performance analysis of Seven Convolutional Neural Networks (CNNs) with transfer learning for Invasive Ductal Carcinoma (IDC) Grading in breast histopathological images.", Scientific Reports, Nature Portfolio, October 2022 (ISSN: 2045-2322).
  • Hanim Saim, Siti N. M. Yassin, Maheza I. M. Salim, Khairunadwa Jemon, Rania H. AlAshwal, "Antitumor effect of infrared whole-body hyperthermia with curcumin in breast Cancer", MULTIMEDIA TOOLS AND APPLICATIONS, Springer Link, pp 1-18, September 2022 (ISSN: 1380-7501).
  • Muhammad Ali Shoaib, Lai Khin Wee, Chuah Joon Huang, Hum Yan Chai, Raza Ali, "Comparative studies of deep learning segmentation models for left ventricle segmentation", Frontiers in Public Health, Frontiers, pp 2923-2936, August 2022 (ISSN: 2296-2565).
  • Noraida Abd Manaf, Asnida Abd WahabHala, Mariaulpa Sahalan, Abdulkareem Rasheed, Maizatul Nadwa Che Aziz, "Investigation of single beam ultrasound sensitivity as a monitoring tool for local hyperthermia treatment in breast cancer", MULTIMEDIA TOOLS AND APPLICATIONS, Springer Link, pp 1-20, January 2022 (ISSN: 1380-7501).
  • Maheza Irna Mohamad Salim, Yee Kai Tee, Wun-She Yap, Hamam Mokayed, Tian Swee Tan, "A contrast enhancement framework under uncontrolled environments based on just noticeable difference", SIGNAL PROCESSING-IMAGE COMMUNICATION, Elsevier, Volume 103, pp 11665-11681, April 2022 (ISSN: 0923-5965).
  • Lee Sze Foo, George Harston, Amit Mehndiratta, Wun-She Yap, Lai Khin Wee, "Clinical translation of amide proton transfer (APT) MRI for ischemic stroke: a systematic review (2003?2020)", Quantitative Imaging in Medicine and Surgery, Quantitative Imaging in Medicine and Surgery, March 2021 (ISSN: 2223-4292).
  • Hum Yan Chai, Tan Hou Ren, Tee Yee Kai, Yap Wun She, Tan Tian Swee, "The development of skin lesion detection application in smart handheld devices using deep neural networks", MULTIMEDIA TOOLS AND APPLICATIONS, Springer, pp 1-32, May 2021 (ISSN: 1380-7501).
  • Ching Wai Yong, Kareen Teo, Belinda Pingguan Murphy, Hum Yan Chai, Lai Khin Wee, "CORSegNet: Deep Neural Network for Core Object Segmentation on Medical Images", Journal of Medical Imaging and Health Informatics, American Scientific Publishers, Volume 11, Issue 5, pp 1364-1371, May 2021 (ISSN: 2156-7018).
  • Hum Yan Chai, Khin Wee Lai, Siew Li Goh, Khairunnisa Hasikin, Yee Kai Tee, "Emergence of Deep Learning in Knee Osteoarthritis Diagnosis", Computational Intelligence and Neuroscience, Hindawi, Volume 2021, pp 1-10, November 2021 (ISSN: 1687-5265).
  • Amir Faisal, Azira Khalil,, Hum Yan Chai, Khin Wee Lai, "X-ray carpal bone segmentation and area measurement", MULTIMEDIA TOOLS AND APPLICATIONS, Springer, pp 1-12, July 2021 (ISSN: 1380-7501).
  • Mohd Redzuan Jamaludin, Khin Wee Lai, Joon Huang Chuah, Muhammad Afiq Zaki, Yan Chai Hum, "Transcranial Electrical Motor Evoked Potential in Predicting Positive Functional Outcome of Patients after Decompressive Spine Surgery: Review on Challenges and Recommendations towards Objective Interpretation", BEHAVIOURAL NEUROLOGY, Hindawi, pp 1-15, October 2021 (ISSN: 0953-4180).
  • Kareen Teo, Ching Wai Yong, Joon Huang Chuah, Yan Chai Hum, Yee Kai Tee, "Current Trends in Readmission Prediction: An Overview of Approaches", ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, Springer, pp 1-18, August 2021 (ISSN: 2193-567X).
  • Ching Wai Yong, Kareen Teo, Belinda Pingguan Murphy, Hum Yan Chai, Yee Kai Tee, "Knee osteoarthritis severity classification with ordinal regression module", MULTIMEDIA TOOLS AND APPLICATIONS, Springer, Volume 15, Issue 3, pp 145-155, January 2021 (ISSN: 1380-7501).
  • Lee Sze Foo, James R Larkin, , , , Khin Wee Lai, Hanani Abdul Manan, Nicola R Sibson, Yee Kai Tee, Brad A Sutherland, Kevin J Ray, Wun‐She Yap, "Study of common quantification methods of amide proton transfer magnetic resonance imaging for ischemic stroke detection", MAGNETIC RESONANCE IN MEDICINE, Wiley Online Library, Volume 85, Issue 4, pp 2188-2200, April 2021 (ISSN: 0740-3194).
  • Hum Yan Chai, Tan Hou Ren, Tee Yee Kai, Yap Wun She, Tan Tian Swee, "THE DEVELOPMENT OF SKIN LESION DETECTION APPLICATION IN SMART HANDHELD DEVICES USING DEEP NEURAL NETWORKS", MULTIMEDIA TOOLS AND APPLICATIONS, Springer, May 2021 (ISSN: 1380-7501).
  • Muhammad A Shoaib, Md Belayet Hossain, Yan Chai Hum, Joon Huang Chuah, Maheza Irna Mohd Salim, "Speckle Noise Diffusion in Knee Articular Cartilage Ultrasound Images", Current Medical Imaging, Bentham Science Publishers, Volume 16, Issue 6, pp 739-751, July 2020 (ISSN: 1573-4056).
  • Ching Wai Yong, Khin Wee Lai, Belinda Pingguan Murphy, Hum Yan Chai, "Comparative Study of Encoder-decoder-based Convolutional Neural Networks in Cartilage Delineation from Knee Magnetic Resonance Images", Current Medical Imaging, Betham Publisher, December 2020 (ISSN: 1573-4056).
  • Joyce Sia Sin Yin, Tan Tian Swee,, Azli Bin Yahya, Matthias Tiong Foh Thye, Kelvin Ling Chia Hiik, "Prominent Region of Interest Contrast Enhancement for Knee MR Images: Data from the OAI", Jurnal Kejuruteraan, Penerbit UKM, Volume 32, Issue 3, pp 501-511, August 2020 (ISSN: 0128-0198).
  • Tee Yee Kai, Yap Wun Shee, HANANI ABDUL MANAN, LEE SZE FOO, "ANALYSIS OF MODEL-BASED AND MODEL-FREE CEST EFFECT QUANTIFICATION METHODS FOR DIFFERENT MEDICAL APPLICATIONS", JOURNAL OF MAGNETIC RESONANCE, JOURNAL OF MAGNETIC RESONANCE, Volume 310, Issue 6, pp 10664-10668, January 2020 (ISSN: 1090-7807).
  • LIANG KIM MENG, LAI KHIN WEE, "CARPAL BONE SEGMENTATION USING FULLY CONVOLUTIONAL NEURAL NETWORK", Current Medical Imaging Reviews, CURRENT MEDICAL IMAGING, Volume 15, pp 983-989, July 2019 (ISSN: 1573-4056).
  • Noorsyazwani Binti Zulkifli, Hum Yan Chai, "Effect of Different Parameters of Nd: YAG Laser Irradiation on Self Etching Primer", Journal of Medical Imaging and Health Informatics, American Scientific Publishers, Volume 8, Issue 3, pp 444-451, March 2018 (ISSN: 2156-7018).
  • Golshan, Farshad, Lai Khin Wee, Pingguan-Murphy, Belinda, "Novel Approach to Non-Invasive Detection of Osteoarthritis Using Capacitive Tri-Axial Accelerometers", Journal of Medical Imaging and Health Informatics, American Scientific Publishers, Volume 8, Issue 6, pp 1176-1185, August 2018 (ISSN: 2156-7018).
  • Norlailah Lanisa, Hum Yan Chai, "Texture Similarity Analysis of Breast Abnormalities in Infrared Thermal Image", Journal of Medical Imaging and Health Informatics, American Scientific Publishers, Volume 7, Issue 6, pp 1830-1836, December 2017 (ISSN: 2156-7026).
  • MNC Aziz, Hum Yan Chai, Maheza Irna Mohamad Salim, "Hyperthermia therapy monitoring with guidance of B-Mode ultrasound: Study on rat breast tumor tissue", MALAYSIAN JOURNAL OF FUNDAMENTAL & APPLIED SCIENCES, UTM Press, Volume 13, Issue 4-2, pp 818-822, December 2017 (ISSN: 1823-626X).
  • Liang Kim Meng, Hum Yan Chai, "Holistic contrast enhancement of carpals ossification sites for skeletal age assessment system", The Journal of Engineering, IET, Volume 10, pp 1049-1054, July 2017 (ISSN: 2051-3305).
  • Tengku Ahmad Iskandar Tengku Alang, Tan Tian Swee, Hum Yan Chai, "Global Canny algorithm based on Canny edge detector framework in magnetic resonance imaging", MALAYSIAN JOURNAL OF FUNDAMENTAL & APPLIED SCIENCES, UTM PRESS, Volume 13, Issue 4-2, pp 761-765, December 2017 (ISSN: 1823-626X).

conference proceedings