Development of an ANN optimized mucoadhesive buccal tablet containing flurbiprofen and lidocaine for dental painA novel mucoadhesive buccal tablet containing flurbiprofen (FLB) and lidocaine HCl (LID) was prepared to relieve dental pain. Tablet formulations (F1-F9) were prepared using variable quantities of mucoadhesive agents, hydroxypropyl methyl cellulose (HPMC) and sodium alginate (SA). The formulations were evaluated for their physicochemical properties, mucoadhesive strength and mucoadhesion time, swellability index and in vitro release of active agents.Release of both drugs depended on the relative ratio of HPMC:SA. However, mucoadhesive strength and mucoadhesion time were better in formulations, containing higher proportions of HPMC compared to SA. An artificial neural network (ANN) approach was applied to optimise formulations based on known effective parameters (i.e., mucoadhesive strength, mucoadhesion time and drug release), which proved valuable. This study indicates that an effective buccal tablet formulation of flurbiprofen and lidocaine can be prepared via an optimized ANN approach.Keywords: dental pain, mucoadhesion time, mucoadhesive strength, buccal tablet, artificial neural network Dental pathologies/disorders are usually associated with inflammation and moderate to severe pain (1). These are managed using analgesics alone or in combination with a variety of other drugs, e.g., antibiotics, local anaesthetics, non-steroidal anti-inflammatory drugs (NSAIDs) and cyclooxygenase-2 (COX-2) inhibitors (2, 3). Among analgesics, opioids and NSAIDs are commonly used to control acute dental pain. Opioids work by blocking nociceptors and are considered superior to NSAIDs. However, due to adverse drug reactions and psychological adherence, opioids require professional supervision, which restricts their use (4). NSAIDs, at higher doses, are usually considered the drugs of choice in dental pain (5). Among NSAIDs, flurbiprofen (FLB), a propionic acid derivative, is a drug used to treat acute pain associated with dental pathology (6, 7). For FLB, the recommended maximum daily dose is 300 mg; however, a single dose of 100 mg can be effective in treating dental pain (8).