21 results found

Arman Ghavidel, Pilar Pazos, Hyoshin J. Park, John Seems

Prostate cancer risk prediction remains challenged by the inability to reliably distinguish indolent from aggressive disease, leading to overtreatment or undertreatment. Conventional approaches based ...

Research Square 2026-04-23 rs-9490581
Prostate cancer Risk stratification Longitudinal PSA/DRE Deep learning Outcome-guided clustering

Vitalii Slobodzian, Barmak Oleksandr, Pavlo Radiuk, Liliana Klymenko, Iurii Krak

Cardiac MRI images are vital in diagnosing a range of heart diseases, yet standard solutions frequently struggle with inadequate region delineation, confusion among similar pathologies, and opaque dec...

Research Square 2026-04-23 rs-5930463

Rameswari Poornima Janardanan, Elamir A. Osman, Omer O. Saeed, Mahmoud Eltahir Ali, Omer Gaddoura

Purpose Cerebral microbleeds (CMBs) are critical imaging biomarkers for small vessel disease, but detection remains challenging due to small lesion size, variable MRI appearance, and annotation burden...

Research Square 2026-04-23 rs-9496185
Cerebral micro-bleeds self-supervised learning magnetic resonance imaging deep learning medical image analysis

YuXuan Wu, Haowen Dai, Hengyi Zhang, Lin Kai

Supply chain carbon emissions account for over 80% of greenhouse gas output in most consumer industries, yet the operational link between demand forecasting accuracy and downstream environmental impac...

Scientific Reports 2026-04-23 rs-9286812

André Vitor Santana Souza, Paulo Ivson, André Heriberto Nunes, Yiselis Rodriguez Vignon

Nitrogen oxide (NOx) emissions from heavy-duty vehicles pose significant environmental and health risks, especially in urban regions with high traffic density. This study presents a comparative multi-...

Scientific Reports 2026-04-23 rs-9283128
Deep Learning Heavy-duty Vehicles NOx Emissions LSTM Meteorological Data Kriging

Neha, Aditya

Neuroscience and artificial intelligence, the convergence of neuroscience and artificial intelligence has presented revolutionary sports performance optimization. This paper is a comprehensive Neuro. ...

Research Square 2026-04-22 rs-9479324
Deep Learning Electroencephalography Sports. Receptor Neural Biomarkers Gated Recurrent Units Trans. formers brain-computer interface Neurofeedback

Dennis Hartmann, Florian Auer, Dominik Müller, Gabriele Marie Lehner, Laura Gockeln, Anna Rottenkolber, Gabriel Duttler, Julia Welzel, Frank Kramer

The increasing demand for personalized skincare solutions highlights a significant gap: many consumers struggle to findsuitable products without professional guidance. While the commercial potential f...

Scientific Reports 2026-04-22 rs-8840276

Vinod Menon, Lei Li, Yuan Zhang, Anthony Strock, Saksham Pruthi, Srikanth Ryali

Autism diagnosis lacks objective context-specific neurobiological markers, as traditional structural and resting-state neuroimaging fails to capture the dynamic social-cognitive processing differences...

Nature Portfolio 2026-04-22 rs-9023571

Haiming Lyu, Yingying Shi, Wenhui Nian, Kaixiang Zhang, Weijin Su

Background: Viral pneumonia (VP) is a common complication in patients with hematologic malignancies (HM). This study aimed to construct and validate an interpretable prognostic prediction model for VP...

Scientific Reports 2026-04-21 rs-9157202
VP Deep learning Radiomics SHAP Predictive medicine Retrospective study

Qiang Fei, Xiaoli Mei, Jiacheng Zhao, Yili Xing, Yuanbin Li, Mei Yang, Jingnan Xue, Luying Qi, Yifeng Zheng, Hongxing Zhao, Hupo Bian

Background and Objective: Chronic obstructive pulmonary disease (COPD) is a widespread and severely disabling respiratory disorder that places a substantial burden on global healthcare systems. Precis...

BMC Pulmonary Medicine 2026-04-21 rs-9272720
Chronic Obstructive Pulmonary Disease Radiomics Deep Learning Prediction Model
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