Deep Learning — Entidade

sebastianraschka.com·há 4 dias

Build a Reasoning Model From Scratch Is Now on Amazon

Short note on the Amazon availability of Build a Reasoning Model From Scratch and a warning about counterfeit black-and-white copies sold through Amazon India.

sebastianraschka.com·há 9 dias

LLMs From Scratch Reaches 100,000 GitHub Stars

Short note celebrating the LLMs-from-scratch repository passing 100,000 GitHub stars and summarizing its learning materials.

engrxiv.org·há 11 dias

RF-DETR-Large for Nine-Class PCB Surface Defect Detection: An Empirical Evaluation of RF-DETR-Large on DsPCBSD+ with Three-Stage Continuation Training

We report the best observed project result on the DsPCBSD+ nine-class PCB surface defect detection benchmark using RF-DETR-Large. Starting from a COCO-pretrained RF-DETR-L checkpoint, we apply a three

engrxiv.org·há 11 dias

Predictive Maintenance: Deep Learning-Based Remaining Useful Life Prediction for Combat Aircraft Engines

To improve the operational readiness of combat aircraft engines and reduce unplanned maintenance costs, accurately estimating the remaining useful life (RUL) is critical. Traditional maintenance often

research.gehealthcare.com·há 16 dias

Deep learning reconstruction improves appendix visualization on pediatric magnetic resonance imaging (MRI): a single-center experience

Abstract Background Thin-slice MRI may improve appendix visualization in children with suspected appendicitis, but reducing slice thickness decreases signal-to-noise ratio (SNR) and can degrade image

research.gehealthcare.com·há 16 dias

Improved prostate diffusion imaging using deep learning denoising and phase correction with ultra-high-density coil array

MR diffusion-weighted imaging (DWI), especially at high b-value, is a key acquisition to help identify clinically significant prostate cancer; however, it suffers from low signal-to-noise ratio (SNR),

research.gehealthcare.com·há 16 dias

3D-QALAS synthetic MRI with Zero-DeepSub in children: initial experience including post-contrast imaging feasibility

Background: Magnetic resonance imaging (MRI) in children requires multiple sequences, leading to lengthy exams and motion-related challenges. Synthetic MRI generates multiple contrasts from a single a

research.gehealthcare.com·há 16 dias

Clinical evaluation of deep learning accelerated 3D magnetic resonance cholangiopancreatography at 1.5 T and 3 T

Routine clinical 3D magnetic resonance cholangiopancreatography (MRCP) is typically performed either as lower resolution breath‐hold (BH) acquisition or higher resolution triggered navigator breathing