A/Professor (Dr.) Abeer Alsadoon

Research output

Research output per year 2015 2016 2018 2020 2021 2022 2023

• 95 Article
• 67 Conference paper
• 9 Review article
• 1 Chapter (peer-reviewed)
• 3 More
  • 1 Comment/debate
  • 1 Editorial
  • 1 Special issue

Research output per year

Research output per year

Search results

• 2023

  A novel enhanced convolution neural network with extreme learning machine: Facial emotional recognition in psychology practices

  Banskota, N., Alsadoon, A., Prasad, P. W. C., Dawoud, A., Rashid, T. A. & Alsadoon, O. H., Feb 2023, In: Multimedia Tools and Applications. 82, p. 6479–6503 25 p.

  Research output: Contribution to journal › Article › peer-review

  • Extreme Learning Machine 100%
  • Convolutional Neural Network 83%
  • Processing Time 66%
  • Emotion Recognition 50%
  • Accuracy 50%
  1 Citation (Scopus)

• A novel enhanced normalization technique for a mandible bones segmentation using deep learning: Batch normalization with the dropout

  Talat, N., Alsadoon, A., Prasad, P. W. C., Dawoud, A., Rashid, T. A. & Haddad, S., Feb 2023, In: Multimedia Tools and Applications. 82, p. 6147–6166 20 p.

  Research output: Contribution to journal › Article › peer-review

  • Bone 100%
  • Lower Jaw 57%
  • Accuracy 35%
  • Computer Assisted Tomography 21%
  • Time 21%

• A novel solution of an elastic net regularisation for dementia knowledge discovery using deep learning

  Shrestha, K., Alsadoon, O. H., Alsadoon, A., Rashid, T. A., Ali, R. S., Prasad, P. W. C. & Jerew, O. D., 2023, In: Journal of Experimental and Theoretical Artificial Intelligence. 35, 6, p. 807-829 23 p.

  Research output: Contribution to journal › Article › peer-review

  • Classification 100%
  • Accuracy 85%
  • Regularization 71%
  • Processing Time 57%
  • Feature Selection 42%
  1 Citation (Scopus)

• A novel solution of deep learning for enhanced support vector machine for predicting the onset of type 2 diabetes

  Shrestha, M., Alsadoon, O. H., Alsadoon, A., Al-Dala’in, T., Rashid, T. A., Prasad, P. W. C. & Alrubaie, A., Feb 2023, In: Multimedia Tools and Applications. 82, p. 6221–6241 21 p.

  Research output: Contribution to journal › Article › peer-review

  • Support Vector Machine 100%
  • Radial Basis Function 100%
  • Processing Time 100%
  • Deep Learning Technique 100%
  • Long Short-Term Memory Network 100%

• A review-based taxonomy for secure health care monitoring: Wireless smart cameras

  Batchu, R. T., Alsadoon, A., Prasad, P. W. C., Ali, R. S., Rashid, T. A., Alsadoon, G. & Jerew, O. D., 2023, In: Journal of Applied Security Research. 18, 1, p. 16-48 33 p.

  Research output: Contribution to journal › Article › peer-review

  • Healthcare Sector 100%
  • Authentication 100%
  • Biometrics 100%
  • Access Control 66%
  • Application 66%

• A survey on dragonfly algorithm and its applications in engineering

  Rahman, C. M., Rashid, T. A., Alsadoon, A., Bacanin, N., Fattah, P. & Mirjalili, S., Feb 2023, In: Evolutionary Intelligence. 16, 1, p. 1-21 21 p.

  Research output: Contribution to journal › Review article › peer-review

  • Algorithms 100%
  • Application 25%
  • Benchmark 15%
  • Optimization Problem 15%
  • Engineering Problem 15%
  8 Citations (Scopus)

• Awareness requirement and performance management for adaptive systems: a survey

  Rashid, T. A., Hassan, B. A., Alsadoon, A., Qader, S., Vimal, S., Chhabra, A. & Yaseen, Z. M., 2023, (Accepted/In press) In: Journal of Supercomputing.

  Research output: Contribution to journal › Article › peer-review

  • Self-Adaptive System 100%
  • Performance Management 75%
  • Adaptive System 50%
  • Survey 50%
  • Primary Objective 25%

• Deep learning for size and microscope feature extraction and classification in Oral Cancer: enhanced convolution neural network

  Joshi, P., Alsadoon, O. H., Alsadoon, A., AlSallami, N., Rashid, T. A., Prasad, P. W. C. & Haddad, S., Feb 2023, In: Multimedia Tools and Applications. 82, 4, p. 6197-6220 24 p.

  Research output: Contribution to journal › Article › peer-review

  • Processing Time 100%
  • Networks 100%
  • Mouth Cancer 100%
  • Convolutional Neural Network 66%
  • Accuracy 66%
  1 Citation (Scopus)

• Deep learning neural network for lung cancer classification: enhanced optimization function

  Pandit, B. R., Alsadoon, A., Prasad, P. W. C., Al Aloussi, S., Rashid, T. A., Alsadoon, O. H. & Jerew, O. D., Feb 2023, In: Multimedia Tools and Applications. 82, 5, p. 6605-6624 20 p.

  Research output: Contribution to journal › Article › peer-review

  • Optimization 100%
  • Networks 100%
  • Classification 100%
  • Deep Learning 100%
  • Functions 100%
  3 Citations (Scopus)

• Editorial: Artificial intelligence and big data for value-based care

  Han, C. T., Lin, M. C., Alsadoon, A. & Islam, M. M., 23 Jan 2023, In: Frontiers in medicine. 10, 2 p., 1134021.

  Research output: Contribution to journal › Editorial › peer-review

  Open Access

  File
  16 Downloads (Pure)
• 2022

  An enhanced algorithm for improving real-time video transmission for tele-training education

  Maharjan, P., Alsadoon, A., Prasad, P. W. C., Al-Khalil, A. B., Jerew, O. D., Alsadoon, G. & Chapagain, B., Mar 2022, In: Multimedia Tools and Applications. 81, 6, p. 8409-8428 20 p.

  Research output: Contribution to journal › Article › peer-review

  • Algorithms 100%
  • Video Transmission 50%
  • Bandwidth Efficiency 50%
  • Education 33%
  • Networks 33%

• A novel solution of deep learning for endoscopic ultrasound image segmentation: enhanced computer aided diagnosis of gastrointestinal stromal tumor

  Tuladhar, S., Alsadoon, A., Prasad, P. W. C., Ali, A. E. & Alrubaie, A., Jul 2022, In: Multimedia Tools and Applications. 81, 17, p. 23845–23865 21 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Automatic Segmentation 100%
  • Diagnosis 100%
  • Ultrasound Image 75%
  • Accuracy 50%
  • Segmentation 25%
  1 Citation (Scopus)

  10 Downloads (Pure)

• A novel solution of deep learning for sleep apnea detection: enhancement of SC and elimination of GVICS

  Limbu, N., Alsadoon, A., Prasad, P. W. C., Abdullah, S., Rashid, T. A., Alsadoon, O. H., Jerew, O. D. & Alrubaie, A., Nov 2022, In: Multimedia Tools and Applications. 81, p. 38569-38592 24 p.

  Research output: Contribution to journal › Article › peer-review

  • Accuracy 100%
  • Classification Accuracy 36%
  • Covariate Shift 36%
  • Obstructive Sleep Apnea 36%
  • Sleep Apnea 36%
  1 Citation (Scopus)

• Augmented reality for visualization the narrow areas in jaw surgery: modified Correntropy based enhanced ICP algorithm

  Puri, A., Alsadoon, A., Prasad, P. W. C., Al-Neami, I. & Haddad, S., Jul 2022, In: Multimedia Tools and Applications. 81, 17, p. 24319-24345 27 p.

  Research output: Contribution to journal › Article › peer-review

  • Algorithms 100%
  • Accuracy 60%
  • Processing Time 50%
  • Augmented Reality 50%
  • Area 30%
  3 Downloads (Pure)

• Correction: Current studies and applications of Shuffled Frog Leaping Algorithm: A review

  Maaroof, B. B., Rashid, T. A., Abdulla, J. M., Hassan, B. A., Alsadoon, A., Mohammadi, M., Khishe, M. & Mirjalili, S., 2022, In: Archives of Computational Methods in Engineering. 30, 1 p., 3469.

  Research output: Contribution to journal › Comment/debate › peer-review

  • Anura 100%
  • Algorithm 100%
  1 Citation (Scopus)

• Current studies and applications of shuffled frog leaping algorithm: A review

  Maaroof, B. B., Rashid, T. A., Abdulla, J. M., Hassan, B. A., Alsadoon, A., Mohammadi, M., Khishe, M. & Mirjalili, S., Aug 2022, In: Archives of Computational Methods in Engineering. 29, 5, p. 3459-3474 16 p.

  Research output: Contribution to journal › Review article › peer-review

  • Algorithms 100%
  • Application 100%
  • Particle Swarm Optimization 7%
  • Engineering Problem 7%
  • Metaheuristic Algorithm 7%
  9 Citations (Scopus)

• Deep learning for breast cancer classification: Enhanced tangent function

  Thapa, A., Alsadoon, A., Prasad, P. W. C., Bajaj, S., Alsadoon, O. H., Rashid, T. A., Ali, R. S. & Jerew, O. D., Apr 2022, In: Computational Intelligence. 38, 2, p. 506-529 24 p.

  Research output: Contribution to journal › Article › peer-review

  • Classification 100%
  • Accuracy 100%
  • Image 83%
  • Images 83%
  • Convolutional Neural Network 66%
  1 Citation (Scopus)

• Deep learning for predicting the onset of type 2 diabetes: enhanced ensemble classifier using modified t-SNE

  Pokharel, M., Alsadoon, A., Nguyen, T. Q. V., Al-Dala’in, T., Pham, D. T. H., Prasad, P. W. C. & Mai, H. T., Aug 2022, In: Multimedia Tools and Applications. 81, 19, p. 27837-27852 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Accuracy 100%
  • Embedding 60%
  • Deep Learning 40%
  • Classification 20%
  • Feature Selection 20%
  1 Citation (Scopus)

• Deep learning for sleep stages classification: modified rectified linear unit activation function and modified orthogonal weight initialisation

  Bhusal, A., Alsadoon, A., Prasad, P. W. C., Alsalami, N. & Rashid, T. A., Mar 2022, In: Multimedia Tools and Applications. 81, 7, p. 9855-9874 20 p.

  Research output: Contribution to journal › Article › peer-review

  • Sleep Stage 100%
  • Sleep 100%
  • Classification Stage 66%
  • Activation Function 66%
  • Database 66%
  3 Citations (Scopus)

• Deep learning neural networks for emotion classification from text: Enhanced leaky rectified linear unit activation and weighted loss

  Hu, Y., Alsadoon, A., Prasad, P. W. C., Al-Dala’in, T., Rashid, T. A., Maag, A. & Alsadoon, O. H., May 2022, In: Multimedia Tools and Applications. 81, 11, p. 15439-15468 30 p.

  Research output: Contribution to journal › Article › peer-review

  • Classification 100%
  • Processing Time 100%
  • Deep Learning 100%
  • Activation 100%
  • Accuracy 71%
  4 Citations (Scopus)

• Enhancing the prediction of type 2 diabetes mellitus using sparse balanced SVM

  Shrestha, B., Alsadoon, A., Prasad, P. W. C., Al-Naymat, G., Al-Dala’in, T., Rashid, T. A. & Alsadoon, O. H., Nov 2022, In: Multimedia Tools and Applications. 81, 27, p. 38945-38969 25 p.

  Research output: Contribution to journal › Article › peer-review

  • Processing Time 100%
  • Support Vector Machine 66%
  • Machine Learning Algorithm 66%
  • Imbalanced Data 66%
  • Accuracy 66%
  1 Citation (Scopus)

• Face geometry and handwritten characters based biometric text steganography

  Banerjee, I., Bandyopadhyay, K., Rashid, T. A., Mohan, A., Alsadoon, A. & Kumar, A., 11 Jan 2022, (E-pub ahead of print) 2021 IEEE Bombay Section Signature Conference, IBSSC 2021. United States: IEEE, Institute of Electrical and Electronics Engineers, 6 p. 9673264. (2021 IEEE Bombay Section Signature Conference, IBSSC 2021).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Information Security 100%
  • Steganography 100%
  • Biometrics 100%
  • Text Steganography 66%
  • Embedding 66%

• Generative adversarial network (GAN) and enhanced root mean square error (ERMSE): Deep learning for stock price movement prediction

  Kumar, A., Alsadoon, A., Prasad, P. W. C., Abdullah, S., Rashid, T. A., Pham, D. T. H. & Nguyen, T. Q. V., Jan 2022, In: Multimedia Tools and Applications. 81, 3, p. 3995-4013 19 p.

  Research output: Contribution to journal › Article › peer-review

  • Mean Square Error 100%
  • Deep Learning 100%
  • Prediction 100%
  • Roots 100%
  • Long Short-Term Memory Network 100%
  10 Citations (Scopus)

• Harmony search: Current studies and uses on healthcare systems

  Abdulkhaleq, M. T., Rashid, T. A., Alsadoon, A., Hassan, B. A., Mohammadi, M., Abdullah, J. M., Chhabra, A., Ali, S. L., Othman, R. N., Hasan, H. A., Azad, S., Mahmood, N. A., Abdalrahman, S. S., Rasul, H. O., Bacanin, N. & Vimal, S., Sept 2022, In: Artificial Intelligence in Medicine. 131, p. 1-15 15 p., 102348.

  Research output: Contribution to journal › Review article › peer-review

  • Harmony Search 100%
  • Healthcare System 50%
  • Application 20%
  • Computer Technology 10%
  • Algorithms 10%
  9 Citations (Scopus)

• Learner-facing learning analytic – Feedback and motivation: A critique

  Maag, A., Withana, C., Budhathoki, S., Alsadoon, A. & VO, T. H., Feb 2022, In: Learning and Motivation. 77, 10 p., 101764.

  Research output: Contribution to journal › Review article › peer-review

  • Student 100%
  • Motivation 85%
  • Learning Analytics 85%
  • Personality 57%
  • Feedback 57%
  4 Citations (Scopus)

• Mixed reality using illumination-aware gradient mixing in surgical telepresence: enhanced multi-layer visualization

  Puri, N., Alsadoon, A., Prasad, P. W. C., Alsalami, N. & Rashid, T. A., Jan 2022, In: Multimedia Tools and Applications. 81, 1, p. 1153-1178 26 p.

  Research output: Contribution to journal › Article › peer-review

  • Visualization 100%
  • Accuracy 75%
  • Particle Swarm Optimization 50%
  • Illumination Effect 50%
  • Telepresence 50%

• Secure data transmission in a real-time network for a tele-training education system

  Patel, B., Alsadoon, A., Prasad, P. W. C., Dawoud, A., Rashid, T. A., Alsadoon, O. H. & Jerew, O. D., Aug 2022, In: Multimedia Tools and Applications. 81, 19, p. 27819-27836 18 p.

  Research output: Contribution to journal › Article › peer-review

  • Processing Time 100%
  • Enhance Security 100%
  • Key Generation 100%
  • Encryption Process 100%
  • Internet 66%
  1 Citation (Scopus)

• Utilizing blockchain for IoT privacy through enhanced ECIES with secure hash function

  Khanal, Y. P., Alsadoon, A., Shahzad, K., Al-Khalil, A. B., Prasad, P. W. C., Rehman, S. & Islam, R., 28 Feb 2022, In: Future Internet. 14, 3, 17 p., 77.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • User 100%
  • Messages 100%
  • Internet of Things 100%
  • Computation Time 66%
  • Encryption Scheme 66%
  4 Citations (Scopus)

  33 Downloads (Pure)
• 2021

  A DFC taxonomy of Speech emotion recognition based on convolutional neural network from speech signal

  Malla, S., Alsadoon, A. & Bajaj, S. K., 09 Mar 2021, (E-pub ahead of print) 2020 5th International Conference on Innovative Technologies in Intelligent Systems and Industrial Applications (CITISIA). IEEE, Institute of Electrical and Electronics Engineers, 10 p. 9371841. (CITISIA 2020 - IEEE Conference on Innovative Technologies in Intelligent Systems and Industrial Applications, Proceedings).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Convolutional Neural Network 100%
  • Feature Extraction 100%
  • Research Paper 60%
  • Speech Emotion Recognition 60%
  • Taxonomy Classification 60%
  4 Citations (Scopus)

• A hybrid method of Smart Scanning and Terrestrial Laser Scanner (SSaTLS): Improving the accuracy of the measurement method

  Ngo, B. A. M., Alsadoon, A., Prasad, P. W. C., Seher, I., Rashid, T. A. & Manoranjan, P., 09 Mar 2021, (E-pub ahead of print) 2020 5th International Conference on Innovative Technologies in Intelligent Systems and Industrial Applications (CITISIA). United States: IEEE, Institute of Electrical and Electronics Engineers, 8 p. 9371849. (CITISIA 2020 - IEEE Conference on Innovative Technologies in Intelligent Systems and Industrial Applications, Proceedings).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Accuracy 100%
  • Scanning 100%
  • Processing Time 100%
  • Visualization 50%
  • Research 50%

• An enhanced one-time password with biometric authentication for mixed reality surgical tele-presence

  Nahar, M. N., Alsadoon, A., Prasad, P. W. C., Giweli, N. & Alsadoon, O. H., Mar 2021, In: Multimedia Tools and Applications. 80, 7, p. 10075-10100 26 p.

  Research output: Contribution to journal › Article › peer-review

  • Telepresence 100%
  • Processing Time 75%
  • Authentication 75%
  • Attack 75%
  • Password 50%
  2 Citations (Scopus)

• An extensive dataset of handwritten central Kurdish isolated characters

  Ahmed, R. M., Rashid, T. A., Fatah, P., Alsadoon, A. & Mirjalili, S., Dec 2021, In: Data in Brief. 39, p. 1-9 9 p., 107479.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Characters 100%
  • Paper 57%
  • Volunteers 28%
  • Photoshop 28%
  • Students 14%
  2 Citations (Scopus)

  10 Downloads (Pure)

• An improved BAT algorithm for solving job scheduling problems in hotels and restaurants

  Rashid, T. A., Shekho Toghramchi, C. I., Sindi, H., Alsadoon, A., Bačanin, N., Umar, S. U., Shamsaldin, A. S. & Mohammadi, M., 2021, Artificial Intelligence: Theory and applications. Pap, E. (ed.). 1st ed. Cham, Switzerland: Springer, p. 155-171 17 p. (Studies in Computational Intelligence; vol. 973).

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Bat Algorithm 100%
  • Algorithms 30%
  • Convergence 20%
  • Job Scheduling 20%
  • Scheduling Problem 20%
  2 Citations (Scopus)

• A novel approach for early prediction of sudden cardiac death (SCD) using hybrid deep learning

  Kaspal, R., Alsadoon, A., Prasad, P. W. C., Al-Saiyd, N. A., Nguyen, T. Q. V. & Pham, D. T. H., Feb 2021, In: Multimedia Tools and Applications. 80, 5, p. 8063-8090 28 p.

  Research output: Contribution to journal › Article › peer-review

  • Convolutional Neural Network 100%
  • Sudden Cardiac Death 87%
  • Processing Time 75%
  • Recurrent Disease 50%
  • Classification Accuracy 37%
  8 Citations (Scopus)

• A novel augmented reality for hidden organs visualisation in surgery: enhanced super-pixel with sub sampling and variance adaptive algorithm

  Thapa, A., Alsadoon, A., Prasad, P. W. C., Dawoud, A. & Alrubaie, A., Jul 2021, In: Multimedia Tools and Applications. 80, 17, p. 25411-25432 22 p.

  Research output: Contribution to journal › Article › peer-review

  • Visualization 100%
  • Accuracy 66%
  • Processing Time 50%
  • Augmented Reality 50%
  • Superpixel 33%
  2 Citations (Scopus)

• A novel augmented reality visualization in jaw surgery: enhanced ICP based modified rotation invariant and modified correntropy

  Sharma, A., Alsadoon, A., Prasad, P. W. C., Al-Dala’in, T. & Haddad, S., 28 Mar 2021, In: Multimedia Tools and Applications. 80, p. 23923–23947 25 p.

  Research output: Contribution to journal › Article › peer-review

  • Augmented Reality 100%
  • Processing Time 66%
  • Visualization 50%
  • Accuracy 50%
  • Outlier 33%
  1 Citation (Scopus)

• A novel deep learning neural network for fast-food image classification and prediction using modified loss function

  Lohala, S., Alsadoon, A., Prasad, P. W. C., Ali, R. S. & Altaay, A. J., Jul 2021, In: Multimedia Tools and Applications. 80, 17, p. 25453-25476 24 p.

  Research output: Contribution to journal › Article › peer-review

  • Image Classification 100%
  • Accuracy 33%
  • Image 25%
  • Processing Time 25%
  • Deep Convolutional Neural Networks 25%
  3 Citations (Scopus)

• A novel enhanced energy function using augmented reality for a bowel: modified region and weighted factor

  Shrestha, G., Alsadoon, A., Prasad, P. W. C., Al-Dala’in, T. & Alrubaie, A., May 2021, In: Multimedia Tools and Applications. 80, 12, p. 17893-17922 30 p.

  Research output: Contribution to journal › Article › peer-review

  • Region 100%
  • Augmented Reality 80%
  • Processing Time 60%
  • Overlay 60%
  • Large Deformation 40%
  1 Citation (Scopus)

• A novel enhanced Naïve Bayes posterior probability (ENBPP) using machine learning: Cyber threat analysis

  Sentuna, A., Alsadoon, A., Prasad, P. W. C., Saadeh, M. & Alsadoon, O. H., Feb 2021, In: Neural Processing Letters. 53, 1, p. 177-209 33 p.

  Research output: Contribution to journal › Article › peer-review

  • Processing Time 100%
  • Prediction Accuracy 100%
  • Algorithms 50%
  • Nave Bayes 50%
  • Cyber Attack 50%
  4 Citations (Scopus)

• A novel enhanced region proposal network and modified loss function: Threat object detection in secure screening using deep learning

  Steno, P., Alsadoon, A., Prasad, P. W. C., Al-Dala’in, T. & Hisham Alsadoon, O., Apr 2021, In: Journal of Supercomputing. 77, p. 3840-3869 30 p.

  Research output: Contribution to journal › Article › peer-review

  • Threat 100%
  • Convolutional Neural Network 33%
  • Security Screening 33%
  • Detection Accuracy 22%
  • Object Detection 22%
  9 Citations (Scopus)

• A novel gaussian distribution and tukey weight (gdatw) algorithms: deformation accuracy for augmented reality (ar) in facelift surgery

  Alsadoon, A., Murugesan, Y., Prasad, P. W. C., Haddad, S. & Deva, A., Apr 2021, In: Multimedia Tools and Applications. 80, p. 15719-15743 25 p.

  Research output: Contribution to journal › Article › peer-review

  • Surgery 100%
  • Rhytidectomy 62%
  • Augmented Reality 62%
  • Accuracy 50%
  • Soft Tissue 50%

• A novel hybrid fall detection technique using body part tracking and acceleration

  Khan, A. A., Alsadoon, A., Al-Khalisy, S. H., Prasad, P. W. C., Jerew, O. D. & Manoranjan, P., 09 Mar 2021, (E-pub ahead of print) 2020 5th International Conference on Innovative Technologies in Intelligent Systems and Industrial Applications (CITISIA). United States: IEEE, Institute of Electrical and Electronics Engineers, 8 p. 9371850. (CITISIA 2020 - IEEE Conference on Innovative Technologies in Intelligent Systems and Industrial Applications, Proceedings).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Detection 100%
  • Body Part Tracking 50%
  • Health Care 25%
  • Support Vector Machine 25%
  • Classification (Machine Learning) 25%
  1 Citation (Scopus)

• A novel intelligent system for detection of Type 2 Diabetes with modified loss function and regularization

  Mallika, G. C., Alsadoon, A., Pham, D. T. H., Mai, H. T., Abdullah, S., Prasad, P. W. C. & Nguyen, T. Q. V., 15 Sept 2021, In: Programming and Computer Software. 47, 5, p. 402-414 13 p.

  Research output: Contribution to journal › Article › peer-review

  • Model 100%
  • Accuracy 30%
  • Machine Learning 30%
  • Output 30%
  • Regularization 20%
  1 Citation (Scopus)

• A novel secure solution of using mixed reality in data transmission for bowel and jaw surgical telepresence: Enhanced rivest cipher RC6 block cipher

  Donev, R., Alsadoon, A., Prasad, P. W. C., Dawoud, A., Haddad, S. & Alrubaie, A., Feb 2021, In: Multimedia Tools and Applications. 80, p. 5021-5046 26 p.

  Research output: Contribution to journal › Article › peer-review

  • Telepresence 100%
  • Algorithms 75%
  • Attack 75%
  • Data Transmission Time 50%
  • Mixed Reality 50%
  1 Citation (Scopus)

• A novel secure solution of using mixed reality in data transmission for bowel and jaw surgical training: markov property using SHA 256

  Maharjan, R., Alsadoon, A., Prasad, P. W. C., Giweli, N. & Alsadoon, O. H., May 2021, In: Multimedia Tools and Applications. 80, 12, p. 18917-18939 23 p.

  Research output: Contribution to journal › Article › peer-review

  • Encryption 100%
  • Benchmark 50%
  • Processing Time 50%
  • Decryption 50%
  • Telepresence 50%
  1 Citation (Scopus)

• A novel solution for real time video and path quality, and latency minimization: tele-training in surgical education

  Chapagain, B., Alsadoon, A., Prasad, P. W. C., Ali, R. S. & Pham, L., Mar 2021, In: Multimedia Tools and Applications. 80, 6, p. 9615-9638 24 p.

  Research output: Contribution to journal › Article › peer-review

  • Video Transmission 100%
  • End-to-End Delay 50%
  • Algorithms 25%
  • Training Session 25%
  • Processing Time 25%
  1 Citation (Scopus)

• A novel solution of enhanced loss function using deep learning in sleep stage classification: Predict and diagnose patients with sleep disorders

  Rajbhandari, E., Alsadoon, A., Prasad, P. W. C., Seher, I., Nguyen, T. Q. V. & Pham, D. T. H., Mar 2021, In: Multimedia Tools and Applications. 80, 8, p. 11607–11630 24 p.

  Research output: Contribution to journal › Article › peer-review

  • Classes 100%
  • Accuracy 100%
  • Functions 80%
  • Deep Learning 80%
  • Classification 60%
  5 Citations (Scopus)

• A novel solution of using deep learning for early prediction cardiac arrest in Sepsis patient: enhanced bidirectional long short-term memory (LSTM)

  Baral, S., Alsadoon, A., Prasad, P. W. C., Al Aloussi, S. & Alsadoon, O. H., 02 Aug 2021, In: Multimedia Tools and Applications. 80, 21-23, p. 32639–32664 26 p.

  Research output: Contribution to journal › Article › peer-review

  • Long Short-Term Memory Network 100%
  • Multilayer Perceptron 50%
  • Accuracy 50%
  • False Alarm Rate 50%
  • Forecasting 50%
  8 Citations (Scopus)

• A novel solution of using deep learning for prostate cancer segmentation: enhanced batch normalization

  Shrestha, S., Alsadoon, A., Prasad, P. W. C., Seher, I. & Alsadoon, O. H., Jun 2021, In: Multimedia Tools and Applications. 80, 14, p. 21293-21313 21 p.

  Research output: Contribution to journal › Article › peer-review

  • Segmentation 100%
  • Accuracy 71%
  • Magnetic Resonance 71%
  • Magnetism 71%
  • Images 57%
  6 Citations (Scopus)

• A novel solution of using mixed reality in bowel and oral and maxillofacial surgical telepresence: 3D mean value cloning algorithm

  Maharjan, A., Alsadoon, A., Prasad, P. W. C., AlSallami, N., Rashid, T. A., Alrubaie, A. & Haddad, S., Aug 2021, In: International Journal of Medical Robotics and Computer Assisted Surgery. 17, 4, 19 p., e2224.

  Research output: Contribution to journal › Article › peer-review

  • Videorecording 100%
  • Accuracy 66%
  • Algorithm 50%
  • Error 50%
  • Time 50%
  2 Citations (Scopus)