Karim Abbasi

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Unsupervised Learning

Convolutional Network

Top Venues

Expert Syst. Appl.

Publications

Karim Abbasi, Parvin Razzaghi, Amin Ghareyazi, Hamid R. Rabiee
PLA-SGCN: Protein-Ligand Binding Affinity Prediction by Integrating Similar Pairs and Semi-supervised Graph Convolutional Network. CoRR (2024)
Ali Gharizadeh, Karim Abbasi, Amin Ghareyazi, Mohammad R. K. Mofrad, Hamid R. Rabiee
HGTDR: Advancing Drug Repurposing with Heterogeneous Graph Transformers. CoRR (2024)
Fatemeh Rafiei, Hojjat Zeraati, Karim Abbasi, Parvin Razzaghi, Jahan B. Ghasemi, Mahboubeh Parsaeian, Ali Masoudi-Nejad
CFSSynergy: Combining Feature-Based and Similarity-Based Methods for Drug Synergy Prediction. J. Chem. Inf. Model. 64 (7) (2024)
Alireza Dehghan, Karim Abbasi, Parvin Razzaghi, Hossein Banadkuki, Sajjad Gharaghani
CCL-DTI: contributing the contrastive loss in drug-target interaction prediction. BMC Bioinform. 25 (1) (2024)
Alireza Dehghan, Parvin Razzaghi, Karim Abbasi, Sajjad Gharaghani
TripletMultiDTI: Multimodal representation learning in drug-target interaction prediction with triplet loss function. Expert Syst. Appl. 232 (2023)
Fatemeh Rafiei, Hojjat Zeraati, Karim Abbasi, Jahan B. Ghasemi, Mahboubeh Parsaeian, Ali Masoudi-Nejad
DeepTraSynergy: drug combinations using multimodal deep learning with transformers. Bioinform. 39 (8) (2023)
Parvin Razzaghi, Karim Abbasi, Mahmoud Shirazi, Shima Rashidi
Multimodal brain tumor detection using multimodal deep transfer learning. Appl. Soft Comput. 129 (2022)
Seyedeh Zahra Sajadi, Mohammad Ali Zare Chahooki, Sajjad Gharaghani, Karim Abbasi
AutoDTI++: deep unsupervised learning for DTI prediction by autoencoders. BMC Bioinform. 22 (1) (2021)
Parvin Razzaghi, Karim Abbasi, Mahmoud Shirazi, Niloofar Shabani
Modality adaptation in multimodal data. Expert Syst. Appl. 179 (2021)
Karim Abbasi, Parvin Razzaghi
Incorporating part-whole hierarchies into fully convolutional network for scene parsing. Expert Syst. Appl. 160 (2020)
Parvin Razzaghi, Karim Abbasi, Pegah Bayat
Learning spatial hierarchies of high-level features in deep neural network. J. Vis. Commun. Image Represent. 70 (2020)
Karim Abbasi, Parvin Razzaghi, Antti Poso, Massoud Amanlou, Jahan B. Ghasemi, Ali Masoudi-Nejad
DeepCDA: deep cross-domain compound-protein affinity prediction through LSTM and convolutional neural networks. Bioinform. 36 (17) (2020)
Parvin Razzaghi, Parisa Razzaghi, Karim Abbasi
Transfer subspace learning via low-rank and discriminative reconstruction matrix. Knowl. Based Syst. 163 (2019)
Karim Abbasi, Antti Poso, Jahan B. Ghasemi, Massoud Amanlou, Ali Masoudi-Nejad
Deep Transferable Compound Representation across Domains and Tasks for Low Data Drug Discovery. J. Chem. Inf. Model. 59 (11) (2019)