PrescriptIQ: Revolutionizing Healthcare with AI-Powered Multilingual Prescription Decoding

In healthcare, legible prescription information is crucial but often compromised by hurried, illegible handwriting. This can lead to misinterpretation and errors in medication dispensing, posing risks to patient safety. Moreover, the inefficiency caused by unclear prescriptions can contribute to delays in treatment and administrative challenges for healthcare providers. In response to these issues, the “PrescriptIQ” system introduces an innovative solution by leveraging advanced artificial intelligence technologies to interpret handwritten prescriptions accurately and efficiently. This research introduces a new multilingual handwriting identification system, “PrescriptIQ,” which aims to translate handwritten prescriptions into understandable text. The system uses deep fusion techniques in consecutive computational steps that include picture enhancement and text segmentation, merging CNNs and FLSTM (Fusion of LSTM) networks for improved performance. Additionally, fuzzy search strategies are used to improve prescription accuracy and patient safety. By standardizing decoded text with Unicode mapping, the technology enables correct translation into many languages, bridging the digital and traditional prescription systems. This development has the potential to transform medication administration and patient care globally.