ARTICLE IN ACADEMIC JOURNALS
| NO | DETAILS OF ARTICLE IN ACADEMIC JOURNALS |
|---|---|
| 1. |
Paediatric orthopaedic expert system
2023
Source :
Health Informatics Journal
DOI :
10.1177/14604582231218530
|
| 2. |
Validation of the general Framingham Risk Score (FRS), SCORE2, revised PCE and WHO CVD risk scores in an Asian population
2023
Author(s) : Chia Yook Chin, Sorayya Bibi Malek Binti Malek Abd Rashid Source :
The Lancet Regional Health - Western Pacific
DOI :
10.1016/j.lanwpc.2023.100742
|
| 3. |
Diversity, structure, and application of self organizing map on plant species in homegardens
2023
Author(s) : Pozi Anak Milow, Sorayya Bibi Malek Binti Malek Abd Rashid Source :
TROPICAL ECOLOGY
DOI :
10.1007/s42965-022-00259-5
|
| 4. |
Paediatric orthopaedic expert system
2023
Source :
HEALTH INFORMATICS JOURNAL
DOI :
10.1177/14604582231218530
|
| 5. |
Diversity, structure, and application of self organizing map on plant species in homegardens
2023
Author(s) : Pozi Anak Milow, Sorayya Bibi Malek Binti Malek Abd Rashid Source :
Tropical Ecology
DOI :
10.1007/s42965-022-00259-5
|
| 6. |
Validation of the general Framingham Risk Score (FRS) , SCORE2, revised PCE and WHO CVD risk scores in an Asian population
2023
Author(s) : Chia Yook Chin, Sorayya Bibi Malek Binti Malek Abd Rashid Source :
LANCET REGIONAL HEALTH-WESTERN PACIFIC
DOI :
10.1016/j.lanwpc.2023.100742
|
| 7. |
In-hospital risk stratification algorithm of Asian elderly patients
2022
Source :
SCIENTIFIC REPORTS
DOI :
10.1038/s41598-022-18839-9
|
| 8. |
Developing an ecological visualization system for biodiversity data
2022
Author(s) : Pozi Anak Milow, Sorayya Bibi Malek Binti Malek Abd Rashid Source :
ALL LIFE
DOI :
10.1080/26895293.2022.2066195
|
| 9. |
30 days mortality prediction and risk factor analysis of Asian patients with ACS using interpretable
machine learning algorithm
2022
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
EUROPEAN HEART JOURNAL
|
| 10. |
In-hospital mortality risk stratification of Asian ACS patients with artificial intelligence algorithm
2022
Source :
PLOS ONE
DOI :
10.1371/journal.pone.0278944
|
| 11. |
Developing an ecological visualization system for biodiversity data
2022
Author(s) : Pozi Anak Milow, Sorayya Bibi Malek Binti Malek Abd Rashid Source :
All Life
DOI :
10.1080/26895293.2022.2066195
|
| 12. |
Paediatric upper limb fracture healing time prediction using a machine learning approach
2022
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
All Life
DOI :
10.1080/26895293.2022.2064923
|
| 13. |
In-hospital risk stratification algorithm of Asian elderly patients
2022
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
Scientific Reports
DOI :
10.1038/s41598-022-18839-9
|
| 14. |
In-hospital mortality risk stratification of Asian ACS patients with artificial intelligence algorithm
2022
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
PLoS ONE
DOI :
10.1371/journal.pone.0278944
|
| 15. |
Diversity and composition of trees and shrubs species in homegardens in Kampung Masjid Ijok Perak, Malaysia
2022
Author(s) : Pozi Anak Milow, Sorayya Bibi Malek Binti Malek Abd Rashid Source :
Agroforestry Systems
DOI :
10.1007/s10457-022-00775-2
|
| 16. |
Machine learning to predict in-hospital mortality risk among heterogenous STEMI patients with diabetes
2022
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
EUROPEAN HEART JOURNAL
DOI :
10.1093/eurheartj/ehab849.176
|
| 17. |
Paediatric upper limb fracture healing time prediction using a machine learning approach
2022
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
ALL LIFE
|
| 18. |
Paediatric upper limb fracture healing time prediction using a machine learning approach
2022
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
ALL LIFE
DOI :
10.1080/26895293.2022.2064923
|
| 19. |
Diversity and composition of trees and shrubs species in homegardens in Kampung Masjid Ijok Perak, Malaysia
2022
Author(s) : Pozi Anak Milow, Sorayya Bibi Malek Binti Malek Abd Rashid Source :
AGROFORESTRY SYSTEMS
DOI :
10.1007/s10457-022-00775-2
|
| 20. |
ACS mortality prediction in Asian in-hospital patients with deep learning using machine learning feature selection
2021
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
EUROPEAN HEART JOURNAL
|
| 21. |
Preliminary study on multi-class heart disease detection model of echocardiogram using deep learning
2021
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
INTERNATIONAL JOURNAL OF CARDIOLOGY
DOI :
10.1016/j.ijcard.2021.10.043
|
| 22. |
Traditional knowledge of medicinal plants in the kampung orang asli donglai baru, hulu langat, malaysia
2021
Author(s) : Pozi Anak Milow, Sorayya Bibi Malek Binti Malek Abd Rashid Source :
Biodiversitas
DOI :
10.13057/biodiv/d220329
|
| 23. |
ACS mortality prediction in Asian in-hospital patients with deep learning using machine learning feature selection
2021
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
EUROPEAN HEART JOURNAL
|
| 24. |
Predicting 30-Day Mortality after an Acute Coronary Syndrome (ACS) using Machine Learning Methods for Feature Selection, Classification and Visualisation
2021
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
SAINS MALAYSIANA
DOI :
10.17576/jsm-2021-5003-17
|
| 25. |
Validation of an online STEMI calculator: A pilot project
2021
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
INTERNATIONAL JOURNAL OF CARDIOLOGY
DOI :
10.1016/j.ijcard.2021.10.044
|
| 26. |
Validation of an online STEMI calculator: A pilot project.
2021
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
International Heart Journal
|
| 27. |
Short- and long-term mortality prediction after an acute ST-elevation myocardial infarction (STEMI) in Asians: A machine learning approach
2021
Source :
PLOS ONE
DOI :
10.1371/journal.pone.0254894
|
| 28. |
Diversity and traditional knowledge of medicinal plants in home gardens of Kampung Masjid Ijok, Perak, Malaysia
2021
Author(s) : Pozi Anak Milow, Sorayya Bibi Malek Binti Malek Abd Rashid Source :
Biodiversitas
DOI :
10.13057/biodiv/d220502
|
| 29. |
Species composition, diversity and traditional uses of plants in homegardens in Kampung Masjid Ijok, Perak, Malaysia
2021
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
Biodiversitas
DOI :
10.13057/biodiv/d220438
|
| 30. |
Short- and long-term mortality prediction after an acute ST-elevation myocardial infarction (STEMI) in Asians: A machine learning approach
2021
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
PLOS ONE
|
| 31. |
Investigating performance of deep learning and machine learning risk stratification of Asian in-hospital patients after ST-elevation myocardial infarction
2021
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
EUROPEAN HEART JOURNAL
|
| 32. |
Web-based system for visualisation of water quality index
2020
Author(s) : Pozi Anak Milow, Sorayya Bibi Malek Binti Malek Abd Rashid Source :
ALL LIFE
DOI :
10.1080/26895293.2020.1788998
|
| 33. |
Determining hypertensive
patients beliefs towards medication and associations with medication adherence using machine learning methods.
2020
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
Peerj
DOI :
http://doi.org/10.7717/peerj.8286
|
| 34. |
Risk stratification of Asian patients after ST-elevation myocardial infarction using machine learning methods
2020
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
EUROPEAN HEART JOURNAL
|
| 35. |
Predicting 30 days mortality after an Acute Coronary Syndrome (ACS) using machine learning methods for feature selection, classification and visualization
2020
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
Sains Malaysiana
|
| 36. |
Web-based system for visualisation of water quality index
2020
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
All Life
|
| 37. |
Determining hypertensive patients' beliefs towards medication and associations with medication adherence using machine learning methods
2020
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
PEERJ
DOI :
10.7717/peerj.8286
|
| 38. |
Risk stratification of Asian patients after ST-elevation myocardial infarction using machine learning methods
2020
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
EUROPEAN HEART JOURNAL
|
| 39. |
Determining hypertensive patients beliefs towards medication and associations with medication adherence using machine learning methods
2020
Author(s) : Pozi Anak Milow, Sorayya Bibi Malek Binti Malek Abd Rashid Source :
PEERJ
|
| 40. |
A Novel Local Machine Learning Algorithm to Predict Death in ACS Patients
2019
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
INTERNATIONAL JOURNAL OF CARDIOLOGY
DOI :
10.1016/j.ijcard.2019.11.049
|
| 41. |
Feasting on microplastics: ingestion by and effects on marine organisms
2018
Author(s) : Pozi Anak Milow, Sorayya Bibi Malek Binti Malek Abd Rashid Source :
AQUATIC BIOLOGY
DOI :
10.3354/ab00701
|
| 42. |
Random forest and Self Organizing Maps application for analysis of pediatric fracture healing time of the lower limb
2018
Source :
NEUROCOMPUTING
DOI :
10.1016/j.neucom.2017.05.094
|
| 43. |
Feasting on microplastics: Ingestion by and effects on marine organisms
2018
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid, Pozi Anak Milow Source :
Aquatic Biology
|
| 44. |
Automated Plant Identification using Artificial Neural Network (ANN) and Support Vector Machine (SVM)
2017
Author(s) : Sugumaran A/l Manickam, Sorayya Bibi Malek Binti Malek Abd Rashid, Sarinder Kaur A/p Kashmir Singh Source :
FRONTIERS IN LIFE SCIENCE
DOI :
https://doi.org/10.1080/21553769.2017.1412361
|
| 45. |
Automated Plant Identification using Artificial Neural Network (ANN) and Support Vector Machine (SVM).
2017
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
FRONTIERS IN LIFE SCIENCE
|
| 46. |
Automated plant identification using artificial neural network and support vector machine
2017
Source :
FRONTIERS IN LIFE SCIENCE
DOI :
10.1080/21553769.2017.1412361
|
| 47. |
Application for Analysis of Pediatric Fracture Healing Time of the Lower Limb
2017
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid, Roshan Gunalan Source :
neurocomputing
DOI :
10.1016/j.neucom.2017.05.094
|
| 48. |
Ceph-X: development and evaluation of 2D cephalometric system
2016
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
BMC BIOINFORMATICS
DOI :
10.1186/s12859-016-1370-5
|
| 49. |
Ceph-X: development and evaluation of 2D cephalometric system
2016
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
BMC Bioinformatics
|
| 50. |
Ecological data prediction and visualization system
2015
Author(s) : Pozi Anak Milow, Sarinder Kaur A/p Kashmir Singh, Sorayya Bibi Malek Binti Malek Abd Rashid Source :
Frontiers in Life Science
|
| 51. |
Application of web services for aquatic data warehouse system
2015
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
ARPN Journal of Engineering and Applied Sciences
|
| 52. |
Ecological data prediction and visualization system
2015
Author(s) : Pozi Anak Milow, Sarinder Kaur A/p Kashmir Singh, Sorayya Bibi Malek Binti Malek Abd Rashid Source :
FRONTIERS IN LIFE SCIENCE
DOI :
10.1080/21553769.2015.1041167
|
| 53. |
Malaysian Species of Plants with Edible Fruits or Seeds and Their Valuation
2014
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
International Journal of Fruit Science
|
| 54. |
Malaysian Species of Plants with Edible Fruits or Seeds and Their Valuation
2014
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
International Journal of Fruit Science
|
| 55. |
Diversity of Plants Tended or Cultivated in Orang Asli Homegardens in Negeri Sembilan, Peninsular Malaysia. http://link.springer.com/article/10.1007%2Fs10745- 012-9555-7#page-1
2013
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
Human Ecology
|
| 56. |
Applying artificial neural network theory to exploring diatom abundance at tropical Putrajaya Lake, Malaysia
2012
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
Journal of Freshwater Ecology
|
| 57. |
A preliminary study on automated freshwater algae
recognition and classification system
2012
Author(s) : Pozi Anak Milow, Sorayya Bibi Malek Binti Malek Abd Rashid |
| 58. |
Supervised and unsupervised artificial neural networks for analysis of diatom abundance in tropical Putrajaya Lake, Malaysia
2012
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
Sains Malaysiana
|
| 59. |
Traditional knowledge and usage of edible plants among the Temuan villagers in Kampung Tering, Kuala Pilah, Negeri Sembilan, Malaysia
2012
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
Indian Journal of Traditional Knowledge
|
| 60. |
Supervised and unsupervised artificial neural networks for analysis of diatom abundance in tropical Putrajaya Lake, Malaysia
2012
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
Sains Malaysiana
|
| 61. |
Supervised and Unsupervised Artificial Neural Networks
for Analysis of Diatom Abundance in Tropical Putrajaya
Lake (Malaysia).
2012
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
Sains Malaysiana Journal
|
| 62. |
Applying Artificial Neural Network in Exploring Diatom
Abundance at Tropical Lake Putrajaya (Malaysia).
2012
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
Journal of Freshwater Ecology
|
| 63. |
Assessment of predictive models for chlorophyll-a concentration of a tropical lake
2011
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
Bmc Bioinformatics
|
| 64. |
Assessment of predictive models for chlorophyll-a
concentration of a tropical lake.
2011
Author(s) : Pozi Anak Milow, Sorayya Bibi Malek Binti Malek Abd Rashid, Sarinder Kaur A/p Kashmir Singh Source :
BMC Bioinformatics
|
| 65. |
A Self Organizing Map (SOM) Guided Rule Based
System
for Freshwater Tropical Algal Analysis and
Prediction
2011
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
SCIENTIFIC RESEARCH AND ESSAYS
|
| 66. |
A self organizing map (SOM) guided rule based system for freshwater tropical algal analysis and prediction
2011
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
Scientific Research and Essays
|
| 67. |
Traditional knowledge and usage of edible plants among
the Temuan villagers in Kampung Tering, Kuala Pilah,
Negeri Sembilan, Malaysia.
2011
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source :
Indian Journal of Traditional Knowledge
|
| 68. |
Intelligent Computational Modeling and Prediction of
Coliform Growth in Tropical Lakes based on Hybrid Self
Organizing Maps (SOM) and Fuzzy Logic Approaches
2009
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid |
CHAPTER IN BOOK
| NO | DETAILS OF CHAPTER IN BOOK |
|---|---|
| 1. |
A SYSTEM APPROACH TO ENVIRONMENTAL DATA
ARCHIVING FOR SUSTAINABILITY: UNIVERSITI
MALAYA LIVING LAB SYSTEM
(http://umlivinglabsystem.com)
2020
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid |
| 2. |
Bioimage Informatics
2018
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid, Pozi Anak Milow |
| 3. |
Ecosystem Monitoring Through Predictive Modeling
2018
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid, Pozi Anak Milow |
| 4. |
Medicinal Plants of the Indigenous Tribes in Peninsular Malaysia: Current and Future Perspectives
2017
|
| 5. |
A Primary Study on Application of Artificial Neural Network in Classification of Pediatric Fracture Healing Time of the Lower Limb
2016
Author(s) : Pozi Anak Milow, Sorayya Bibi Malek Binti Malek Abd Rashid, Roshan Gunalan, Amber Haseeb |
| 6. |
Reviewing and Classification of Software Model Checking Tools, Advanced Computer and Communication Engineering Technology
2016
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid |
| 7. |
Challenges of Digital Note Taking
2016
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid |
PROCEEDING
| NO | DETAILS OF PROCEEDING |
|---|---|
| 1. |
Challenges of Digital Note Taking
2016
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid |
| 2. |
A Primary Study on Application of Artificial Neural Network in Classification of Pediatric Fracture Healing Time of the Lower Limb
2016
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid, Roshan Gunalan |
| 3. |
Reviewing and Classification of Software Model Checking Tools
2016
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid |
| 4. |
Application of web services for Aquatic data warehouse system
2015
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid |
| 5. |
Dissolved Oxygen Prediction Using Support Vector Machine
2014
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid |
| 6. |
Automatic Recognition System for some cyanobacteria
using image processing Techniques and ANN approach
2011
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid |
| 7. |
Framework for Tropical Ecological Data Warehouse
(TEDW) FOR Governance and Maintenance of Tropical
Lakes
2011
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid |
| 8. |
A comparison between Neural Network Based and
Fuzzy
Logic Models for Chlorophll-a Estimation
2010
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid |
| 9. |
Analysis of Selected Algal Growth (Pyrrophyta) in
Tropical Lake using Kohonen Self Organizing
Feature
Map (SOM) and its Prediction using Rule Based
System
2010
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid |
| 10. |
A Comparison of ANN Architecture towards
Predicting
Cyanobacteria Abundance at Tropical Putrajaya
Lake and
Wetlands
2010
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid |
| 11. |
Prediction of Population Dynamics of
Bacillariophyta
in the Tropical Putrajaya Lake and Wetlands
(Malaysia)
by a Recurrent Artificial Neural Networks.
2009
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid |
| 12. |
Analysis of Algal Growth using Kohonen Self
Organizing
Feature Map (SOM) and its Prediction using Rule
Based
Expert System
2009
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid |
| 13. |
Theoretical considerations in Artificial Neural
Networks (ANNs) in predicting rice yield in
Malaysia
2005
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid |
RESEARCH PROJECT
| GRANT | PROGRESS | STATUS |
|---|---|---|
|
Pediatric Orthopedic Fracture Web Based Expert System
Researcher(s) : Dr. Roshan Gunalan, Dr. Saw Aik |
|
end |
|
A Systems Approach to Environmental Data Archiving for Sustainability : University of Malaya Living Labs System (Enhancement and Continuation)
|
|
end |
|
Application of Artificial Neural Networks in prediction of pediatric fracture healing and time since injury
Researcher(s) : Dr. Roshan Gunalan |
|
end |
|
Automated Diatom Identification And Classification System For Water Treatments In Selected Lakes Of Peninsular Malaysia
Researcher(s) : - |
|
end |
|
Automated freshwater algae (Diatom) recognition and identification using Artificial Neural Networks (ANN)
Researcher(s) : Dato' Prof. Dr. Aishah Binti Salleh |
|
end |
RESEARCH COLLABORATOR
| GRANT | PROGRESS | STATUS |
|---|---|---|
|
Elucidation Of Gene Expression Datasets In Covid19 Patients Using Bioinformatics Meta-analysis Pipeline
Researcher(s) : Associate Prof. Dr. Sorayya Bibi Malek Binti Malek Abd Rashid, Meena Sakharkar |
|
on going |
|
Evaluation Of Environmental Impact Of Phytoplankton Community And Biodiversity In Lake And Coastal Water Of Malaysia
|
|
end |
|
Assessment And Characterization Of Plant And Animal Resources Of Rural Communities In Peninsular Malaysia
|
|
end |