5 papers
MedicalRec: Medical recommender system for image classification without retraining
Roghayeh Taghavi, Aysa Hasanazde Bashkandi, Amir Ali Bengari +5
The emergence of machine learning and deep learning has revolutionized the efficiency of diagnostic, therapeutic, and administrative systems in healthcare. However, this rapid adop…
BioPars: A Pretrained Biomedical Large Language Model for Persian Biomedical Text Mining
Baqer M. Merzah, Tania Taami, Salman Asoudeh +3
Large Language Models (LLMs) have recently gained attention in the life sciences due to their capacity to model, extract, and apply complex biological information. Beyond their cla…
Multi-modal wound classification using wound image and location by Xception and Gaussian Mixture Recurrent Neural Network (GMRNN)
Ramin Mousa, Ehsan Matbooe, Hakimeh Khojasteh +2
The effective diagnosis of acute and hard-to-heal wounds is crucial for wound care practitioners to provide effective patient care. Poor clinical outcomes are often linked to infec…
Integrating Vision and Location with Transformers: A Multimodal Deep Learning Framework for Medical Wound Analysis
Ramin Mousa, Hadis Taherinia, Khabiba Abdiyeva +2
Effective recognition of acute and difficult-to-heal wounds is a necessary step in wound diagnosis. An efficient classification model can help wound specialists classify wound type…
Forecasting of Bitcoin Prices Using Hashrate Features: Wavelet and Deep Stacking Approach
Ramin Mousa, Meysam Afrookhteh, Hooman Khaloo +2
Digital currencies have become popular in the last decade due to their non-dependency and decentralized nature. The price of these currencies has seen a lot of fluctuations at time…