Publications

2025

  • Abbasi, Hanieh; Lakizadeh, Amir; Drug Repurposing Using Hypergraph Embedding Based on Common Therapeutic Targets of a Drug, Journal of Computational Biology,32,3,316-329,2025
  • Keshavarz, Abedin; Lakizadeh, Amir; PU-MLP: A PU-Learning based method for Polypharmacy Side-effects Detection based on Multi-Layer Perceptron and Feature Extraction Techniques, Intelligence-Based Medicine, 100265,2025
  • Mobinizadeh, Haniyeh; Lakizadeh, Amir; Improving virtual try on clothes using image depth estimation, Scientific Reports,15,1,32192,2025
  • Mohammed, Enas Ali; Lakizadeh, Amir; Benchmarking Vision Transformers for Satellite Image Classification based on Data Augmentation Techniques, International Journal of Advances in Soft Computing & Its Applications,17,1,2025
  • Ibadi, Hayder; Lakizadeh, Amir; ASDvit: Enhancing Autism Spectrum Disorder Classification Using Vision Transformer Models Based on Static Features of facial Images, Intelligence-Based Medicine, 100226,2025
  • Hussein, Hafedh Hameed; Lakizadeh, Amir; A systematic assessment of sentiment analysis models on iraqi dialect-based texts, Systems and Soft Computing,7, 2025
  • Hayder, AL-GHANIMI; Lakizadeh, Amir; End-to-End Detection of Fake Colorized Images Using CNN Framework with Multi-Colour Space Analysis, International Journal of Intelligent Engineering & Systems,18, 2025
  • Aldhaher, Eman Abdulaziz Ghani; Lakizadeh, Amir; IRU-Net: Brain Tumor Detection in MRI Images Using the End-to-End Inception Residual UNet Model, International Journal of Advances in Soft Computing & Its Applications,17,2, 2025
  • Ibadi, Hayder; Lakizadeh, Amir; A Computational Method for Early Diagnosis of Autism Spectrum Disorder in Children Using Deep Learning Approach, International Journal of Intelligent Engineering & Systems,18,3, 2025
  • Khaleel, ZS.; Lakizadeh, Amir; Impact of Skull Segmentation in MRI images for Alzheimer’s Diagnosis based on Transfer Learning Techniques, Journal of Information Systems Engineering and Management,10,12, 2025
  • Khaleel, Zahraa; Lakizadeh, Amir; Early Diagnosis of Alzheimer’s Disease with Transfer Learning Techniques Via ResNet50 and FSBi-LSTM, Informatica, 49,11, 2025
  • Al-Ghanimi, Hayder H.O.; Lakizadeh, Amir; A CNN-Based Framework for Enhancing Image Segmentation and Scene Interpretation in Fake Colorized Images: Addressing Challenges in Image Analysis and Understanding, Ingénierie des Systèmes d’Information,30, 2, 2025
  • Al-Ghanimi, Ahmed; Lakizadeh, Amir; Improving Unsupervised Deep Learning Methods for Detection and Colorization of Grayscale Images Based on Contextual Content, International Journal of Intelligent Engineering & Systems,18,4, 2025

2024

  • Nejati, Marzieh; Lakizadeh, Amir; GADNN: A graph attention-based method for drug-drug association prediction considering the contribution rate of different types of drug-related features, Informatics in Medicine Unlocked, 44, 101429,2024
  • Keshavarz, Abedin; Lakizadeh, Amir; PU-GNN: A Positive-Unlabeled Learning Method for Polypharmacy Side-Effects Detection Based on Graph Neural Networks, International Journal of Intelligent Systems, 2024
  • Mohammed, Enas Ali; Lakizadeh, Amir; A Swin Transformer-based method for Classification of Land Use and Land Cover Images, International journal of advances in soft computing and its applications,16,3, 2024
  • Hussein, Hafedh Hameed; Lakizadeh, Amir; IRAQIDSAD: A Dataset for Benchmarking Sentiment Analysis Tasks on Iraqi Dialect based Texts, International journal of advances in soft computing and its applications,16,3, 2024
  • Khaleel, Maha Ibrahim; Lakizadeh, Amir; Transfer-learning based skin cancer diagnosis using fine-tuned AlexNet by marine predators algorithm, AES International Journal of Artificial Intelligence,13,4, 2024
  • Abdulkadhim, Ahmed Abd Ali; Lakizadeh, Amir; A Parallel Image Encryption Method Based on Hybrid Chaotic Technique, International Journal of Intelligent Engineering & Systems,17, 5, 2024
  • Abdulkadhim, Ahmed Abd Ali; Lakizadeh, Amir; Hybrid Parallelism Image Encryption Algorithm Based on a Modified Blowfish Algorithm, International Journal of Intelligent Engineering & Systems,17,6, 2024

2023

  • Ghasemi, Shahin; Lakizadeh, Amir; Drug-disease association prediction based on end-to-end multi-layer heterogeneous graph convolutional encoders, Informatics in Medicine Unlocked,37, 101177, 2023
  • Talebvand, Maryam; Lakizadeh, Amir; Fotouhi, Faranak; Detection freezing of gait (FOG) in Parkinson’s patients using wearable sensors and deep learning, Engineering Management and Soft Computing, 9,1,49-63, 2023

2022

  • Al_Rabeah, Mohammad Hussain; Lakizadeh, Amir; GNN-DDI: a new data integration framework for predicting drug-drug interaction events based on graph neural networks, 2022
  • Lakizadeh, Amir; Moradizadeh, Elham; Text sentiment classification based on separate embedding of aspect and context, Journal of AI and Data Mining,10,1,139-149, 2022
  • Lakizadeh, Amir; Babaei, Mahdi; Detection of polypharmacy side effects by integrating multiple data sources and convolutional neural networks, Molecular Diversity, 26,6,3193-3203, 2022
  • Al-Rabeah, Mohammad Hussain; Lakizadeh, Amir; Prediction of drug-drug interaction events using graph neural networks based feature extraction, Scientific Reports,12,1,15590, 2022

Earlier Publications

  • Lakizadeh, Amir; Mir-Ashrafi, Sayed Mohammad Hassan; Drug repurposing improvement using a novel data integration framework based on the drug side effect, Informatics in Medicine Unlocked, 23, 100523,2021
  • Lakizadeh, A.; Zinaty, Z.; A Novel Hierarchical Attention-based Method for Aspect-level Sentiment Classification, Journal of AI and Data Mining, 2020
  • Lakizadeh, Amir; Jalili, Saeed; A Novel Measure for Semantic Similarity Computation of Gene Ontology Terms Using Weighted Aggregation of Information Contents, Hepatitis Monthly, 19, 19, 2017
  • Lakizadeh, Amir; Jalili, Saeed; A Novel Measure for Semantic Similarity Computation of Gene Ontology Terms Using Weighted Aggregation of Information, 2017
  • Lakizadeh, Amir; Jalili, Saeed; BiCAMWI: a genetic-based biclustering algorithm for detecting dynamic protein complexes, PloS one,11, 7, e0159923, 2016
  • Lakizadeh, Amir; Jalili, Saeed; Marashi, Sayed-Amir; PCD-GED: Protein complex detection considering PPI dynamics based on time series gene expression data, Journal of theoretical biology, 378, 31-38, 2015
  • Jalili, Saeed; Marashi, Sayed-Amir; CAMWI: Detecting protein complexes using weighted clustering coefficient and weighted density, Computational biology and chemistry, 58, 231-240, 2015
  • Ebrahimi, Mansour; Lakizadeh, Amir; Agha-Golzadeh, Parisa; Ebrahimie, Esmaeil; Ebrahimi, Mahdi; Prediction of thermostability from amino acid attributes by combination of clustering with attribute weighting: a new vista in engineering enzymes,PloS one, 6, 8, e23146, 2011
  • Lakizadeh, Amir; Agha-Golzadeh, Parisa; Ebrahimi, Mansour; Ebrahimie, Esmaeil; Ebrahimi, Mahdi; Engineering thermostable enzymes,Adv. Stud. Biol, 3, 63-78, 2011
  • Lakizadeh, Amir; Marashi, Sayed-Amir; Addition of contact number information can improve protein secondary structure prediction by neural networks, 2009