Predicting Patient ICU Readmission Using Recurrent Neural Networks With Long Short-Term Memory by Nadia Rasheed (22997257)

Improving clinical documentation: automatic inference of ICD-10 codes from patient notes using BERT model by Al-Bashabsheh, Emran

“…ICD-10 is system physicians and other healthcare providers use to classify and code all diagnoses and symptom records in conjunction with hospital care. …”
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Associative memory neural networks for error correction of linear block codes by Sayani, Mohammed Asif

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Ghost-NeRV: Efficient Neural Video Representation via Ghost Convolutions by Shanableh, Tamer

Subjects: “…Neural video representation…”
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Defendroid: Real-time Android code vulnerability detection via blockchain federated neural network with XAI by Janaka Senanayake (21749174)

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PredictPTB: an interpretable preterm birth prediction model using attention-based recurrent neural networks by Rawan AlSaad (14159019)

“…</p><h3>Methods</h3><p dir="ltr">The architecture of PredictPTB employs recurrent neural networks (RNNs) to model the longitudinal patient’s EHR visits and exploits a single code-level attention mechanism to improve the predictive performance, while providing temporal code-level and visit-level explanations for the prediction results. …”

Binary-NeRV: Hybrid-Precision Weights Binarization for Efficient Neural Video Representation by Shanableh, Tamer

Subjects: “…Neural video representation…”
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CNN and HEVC Video Coding Features for Static Video Summarization by Issa, Obada

Subjects: “…Convolution neural network…”
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Static Video Summarization Using Video Coding Features with Frame-level Temporal Sub-Sampling and Deep Learning by Issa, Obada

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A Fast and Robust Gas Recognition Algorithm Based on Hybrid Convolutional and Recurrent Neural Network by Xiaofang Pan (1895950)

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Deep Learning-Based Coding Strategy for Improved Cochlear Implant Speech Perception in Noisy Environments by Billel Essaid (22047578)

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Code-Mixed Street Address Recognition and Accent Adaptation for Voice-Activated Navigation Services by Syed Meesam Raza Naqvi (22225462)

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Detection of helicopters using neural nets by Akhtar, S.

“…Artificial neural networks (ANNs), in combination with parametric spectral representation techniques, are applied for the detection of helicopter sound. …”
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Competitive learning/reflected residual vector quantization for coding angiogram images by Mourn, W.A.H.

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AgroAId: A Mobile App System for Visual Classification of Plant Species and Diseases Using Deep Learning and TensorFlow Lite by Reda, Mariam

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Modelling fatigue uncertainty by means of nonconstant variance neural networks by Mohamad Shadi Nashed (21363557)

“…Among ML techniques, the use of probabilistic neural networks (PNNs) has recently emerged as a candidate for modelling fatigue applications. …”

Untrained Neural Network Priors for Inverse Imaging Problems: A Survey by Adnan Qayyum (16875936)

“…Recently, a new paradigm of training deep models using a single image, named untrained neural network prior (UNNP) has been proposed to solve a variety of inverse tasks, e.g., restoration and inpainting. …”

Improving pediatric trauma care: an automated system for wrist trauma detection using GELAN by Promit Basak (22997776)

Modeling Software System Interactions Using Temporal Graphs and Graph Neural Networks by Germanos, Manuella

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Automatic Video Summarization Using HEVC and CNN Features by Issa, Obada

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