Deep Learning with Yacine on MSN

AdamW optimizer from scratch in Python – step-by-step tutorial

Build the AdamW optimizer from scratch in Python. Learn how it improves training stability and generalization in deep learning models. #AdamW #DeepLearning #PythonTutorial ...

How Predictive Analytics Improves Decision-Making In Educational Institutions

Implementing predictive analytics can become one of the biggest competitive differentiators for any educational institution ...
IEEE

Model Reduction and Chattering Mitigation in Multi-Model Predictive Control for Quadrotor UAVs

Abstract: This study introduces a multi-model predictive control (MMPC) framework for quadrotor attitude regulation, combining the high-precision capabilities of nonlinear model predictive control ...
IEEE

Reinforcement Learning With Model Predictive Control for Highway Ramp Metering

Abstract: In the backdrop of an increasingly pressing need for effective urban and highway transportation systems, this work explores the synergy between model-based and learning-based strategies to ...
Scientific Research Publishing

Lopez, E., Etxebarria-Elezgarai, J., Amigo, J.M. and Seifert, A. (2023) The Importance of Choosing a Proper Validation Strategy in Predictive Models. A Tutorial with Real ...

ABSTRACT: Bipolar disorder (BD) is characterized by recurrent transitions between manic, depressive, and euthymic states, yet continuous symptom monitoring remains a major clinical challenge. We ...
eLife

Predictive modeling of hematoma expansion from non-contrast computed tomography in spontaneous intracerebral hemorrhage patients

Hematoma expansion is a consistent predictor of poor neurological outcome and mortality after spontaneous intracerebral hemorrhage (ICH). An incomplete understanding of its biophysiology has limited ...
Frontiers

Development and validation of a predictive model for oral mucosal pressure injury risk in ICU patients with endotracheal intubation

Objective: To identify risk factors for oral mucosal pressure injury (OMPI) in intensive care unit (ICU) patients undergoing orotracheal intubation and to develop and validate a risk prediction ...
Frontiers

Development and validation of a predictive model for postoperative delirium after traumatic cervical spinal cord surgery

Objective: This study aimed to develop and validate a nomogram for predicting the risk of postoperative delirium (POD) in patients undergoing surgery for traumatic cervical spinal cord injury (TCSCI).