InhibiDistilbert: Knowledge Distillation for a ReLU and Addition-based Transformer [PDF]
This work explores optimizing transformer-based language models by integrating model compression techniques with inhibitor attention, a novel alternative attention mechanism. Inhibitor attention employs Manhattan distances and ReLU activations instead of the matrix multiplications and softmax activation of the conventional scaled dot-product attention.
arxiv
Monocytic myeloid-derived suppressor cells reflect tuberculosis severity and are influenced by cyclooxygenase-2 inhibitors. [PDF]
Jøntvedt Jørgensen M+6 more
europepmc +1 more source
Pulmonaria obscura and Pulmonaria officinalis Extracts as Mitigators of Peroxynitrite-Induced Oxidative Stress and Cyclooxygenase-2 Inhibitors-In Vitro and In Silico Studies. [PDF]
Krzyżanowska-Kowalczyk J+5 more
europepmc +1 more source
Prediction of Binding Affinity for ErbB Inhibitors Using Deep Neural Network Model with Morgan Fingerprints as Features [PDF]
The ErbB receptor family, including EGFR and HER2, plays a crucial role in cell growth and survival and is associated with the progression of various cancers such as breast and lung cancer. In this study, we developed a deep learning model to predict the binding affinity of ErbB inhibitors using molecular fingerprints derived from SMILES ...
arxiv
Design, synthesis, biological assessment and in silico ADME prediction of new 2-(4-(methylsulfonyl) phenyl) benzimidazoles as selective cyclooxygenase-2 inhibitors. [PDF]
Badawy MAS+4 more
europepmc +1 more source
Safety and potential efficacy of cyclooxygenase-2 inhibitors in coronavirus disease 2019. [PDF]
Ong SWX+8 more
europepmc +1 more source
Preemptive analgesia using selective cyclooxygenase-2 inhibitors alleviates postoperative pain in patients undergoing total knee arthroplasty: A protocol for PRISMA guided meta-analysis of randomized controlled trials. [PDF]
Wang C, Fu H, Wang J, Huang F, Cao X.
europepmc +1 more source
Identification of New Rofecoxib-Based Cyclooxygenase-2 Inhibitors: A Bioinformatics Approach. [PDF]
Leão RP+9 more
europepmc +1 more source
Harmaline Analogs as Substrate-Selective Cyclooxygenase-2 Inhibitors. [PDF]
Uddin MJ+6 more
europepmc +1 more source
Discovery of Novel Pyridazine-Based Cyclooxygenase-2 Inhibitors with a Promising Gastric Safety Profile. [PDF]
Khan A+4 more
europepmc +1 more source