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. |
Diversity, structure, and application of self organizing map on plant species in homegardens
2023
Source : TROPICAL ECOLOGY DOI : 10.1007/s42965-022-00259-5 |
3. |
Validation of the general Framingham Risk Score (FRS), SCORE2, revised PCE and WHO CVD risk scores in an Asian population
2023
Source : The Lancet Regional Health - Western Pacific DOI : 10.1016/j.lanwpc.2023.100742 |
4. |
Diversity, structure, and application of self organizing map on plant species in homegardens
2023
Source : Tropical Ecology DOI : 10.1007/s42965-022-00259-5 |
5. |
Validation of the general Framingham Risk Score (FRS) , SCORE2, revised PCE and WHO CVD risk scores in an Asian population
2023
Source : LANCET REGIONAL HEALTH-WESTERN PACIFIC DOI : 10.1016/j.lanwpc.2023.100742 |
6. |
Paediatric orthopaedic expert system
2023
Source : HEALTH INFORMATICS JOURNAL DOI : 10.1177/14604582231218530 |
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
Source : ALL LIFE DOI : 10.1080/26895293.2022.2066195 |
9. |
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 |
10. |
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 |
11. |
In-hospital mortality risk stratification of Asian ACS patients with artificial intelligence algorithm
2022
Source : PLOS ONE DOI : 10.1371/journal.pone.0278944 |
12. |
Developing an ecological visualization system for biodiversity data
2022
Source : All Life DOI : 10.1080/26895293.2022.2066195 |
13. |
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 |
14. |
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 |
15. |
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 |
16. |
Diversity and composition of trees and shrubs species in homegardens in Kampung Masjid Ijok Perak, Malaysia
2022
Source : Agroforestry Systems DOI : 10.1007/s10457-022-00775-2 |
17. |
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 |
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
Source : AGROFORESTRY SYSTEMS DOI : 10.1007/s10457-022-00775-2 |
20. |
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 |
21. |
Diversity and traditional knowledge of medicinal plants in home gardens of Kampung Masjid Ijok, Perak, Malaysia
2021
Source : Biodiversitas DOI : 10.13057/biodiv/d220502 |
22. |
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 |
23. |
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 |
24. |
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 |
25. |
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 |
26. |
Traditional knowledge of medicinal plants in the kampung orang asli donglai baru, hulu langat, malaysia
2021
Source : Biodiversitas DOI : 10.13057/biodiv/d220329 |
27. |
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 |
28. |
Validation of an online STEMI calculator: A pilot project.
2021
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid Source : International Heart Journal |
29. |
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 |
30. |
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 |
31. |
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 |
32. |
Web-based system for visualisation of water quality index
2020
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
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. |
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 |
42. |
Feasting on microplastics: Ingestion by and effects on marine organisms
2018
Source : Aquatic Biology |
43. |
Feasting on microplastics: ingestion by and effects on marine organisms
2018
Source : AQUATIC BIOLOGY DOI : 10.3354/ab00701 |
44. |
Automated plant identification using artificial neural network and support vector machine
2017
Source : FRONTIERS IN LIFE SCIENCE DOI : 10.1080/21553769.2017.1412361 |
45. |
Application for Analysis of Pediatric Fracture Healing Time of the Lower Limb
2017
Source : neurocomputing DOI : 10.1016/j.neucom.2017.05.094 |
46. |
Automated Plant Identification using Artificial Neural Network (ANN) and Support Vector Machine (SVM)
2017
Author(s) : Sarinder Kaur A/p Kashmir Singh,Sugumaran A/l Manickam,Sorayya Bibi Malek Binti Malek Abd Rashid Source : FRONTIERS IN LIFE SCIENCE DOI : https://doi.org/10.1080/21553769.2017.1412361 |
47. |
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 |
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. |
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 |
51. |
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 |
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. |
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 |
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. |
A preliminary study on automated freshwater algae
recognition and classification system
2012
|
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) : Pozi Anak Milow,Sarinder Kaur A/p Kashmir Singh,Sorayya Bibi Malek Binti Malek Abd Rashid Source : BMC Bioinformatics |
64. |
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 |
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. |
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 |
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
|
3. |
Ecosystem Monitoring Through Predictive Modeling
2018
|
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
|
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. |
Reviewing and Classification of Software Model Checking Tools
2016
Author(s) : Sorayya Bibi Malek Binti Malek Abd Rashid |
3. |
A Primary Study on Application of Artificial Neural Network in Classification of Pediatric Fracture Healing Time of the Lower Limb
2016
|
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. |
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 |
12. |
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 |
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
(RU Geran - Fakulti Program) |
|
end |
A Systems Approach to Environmental Data Archiving for Sustainability : University of Malaya Living Labs System (Enhancement and Continuation)
(UM Community Campus-Manage by UMCARES) |
|
end |
Application of Artificial Neural Networks in prediction of pediatric fracture healing and time since injury
Researcher(s) : Dr. Roshan Gunalan
(Geran Penyelidikan Universiti Malaya (UMRG) - AFR (Frontier Science)) |
|
end |
Automated Diatom Identification And Classification System For Water Treatments In Selected Lakes Of Peninsular Malaysia
Researcher(s) : -
(Postgraduate Research Grant (PPP) - Research) |
|
end |
Automated freshwater algae (Diatom) recognition and identification using Artificial Neural Networks (ANN)
Researcher(s) : Dato' Prof. Dr. Aishah Binti Salleh
(Geran Penyelidikan Universiti Malaya (UMRG) - AFR (Frontier Science)) |
|
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
(Fundamental Research Grant Scheme (FRGS)) |
|
on going |
Evaluation Of Environmental Impact Of Phytoplankton Community And Biodiversity In Lake And Coastal Water Of Malaysia
(Geran Penyelidikan Universiti Malaya (UMRG Programme) - SUS (Sustainability Science)) |
|
end |
Assessment And Characterization Of Plant And Animal Resources Of Rural Communities In Peninsular Malaysia
(Geran Penyelidikan Universiti Malaya (UMRG) - SUS (Sustainability Science)) |
|
end |