Frontiers in Artificial Intelligence

Original Research

Published on 14 Oct 2025

A hybrid framework for enhanced segmentation and classification of colorectal cancer histopathology

in Pattern Recognition

Aaseegha M. D.
Venkataramana B.

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1647074

181 views

Original Research

Published on 13 Oct 2025

Enhancing COVID-19 classification of X-ray images with hybrid deep transfer learning models

in Pattern Recognition

Maliki Moustapha
Murat Tasyurek
Celal Ozturk

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1646743

715 views

Review

Accepted on 10 Oct 2025

Shape modeling of longitudinal medical images: from diffeomorphic metric mapping to deep learning

in Pattern Recognition

Edwin Tay
Nazli (Sarkalkan) Tumer
Amir A. Zadpoor

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1671099

221 views

Original Research

Published on 10 Oct 2025

Optimizing surface defect detection with YOLOv9: the role of advanced backbone models

in Pattern Recognition

Zhonglin Zeng
Hongyang Wang
Chi Yao
Zile Dong
Shimin Cai

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1675154

468 views

Original Research

Accepted on 29 Sep 2025

Defect Diagnosis of Visible Light Images of Photovoltaic Modules Based on Active Transfer Learning

in Pattern Recognition

Huiqing Rao
Li Qiong
Long Chen
Ziwei Xu
Jiayue Shu
Pu Xu

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1685116

299 views

Original Research

Published on 25 Sep 2025

Multi-scale and deeply supervised network for image splicing localization

in Pattern Recognition

Sheng Qin
Ce Liang
Yuling Luo
Junxiu Liu
Qiang Fu
Xue Ouyang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1655073

986 views

Brief Research Report

Accepted on 23 Sep 2025

Oral Squamous Cell Carcinoma Grading Classification Using Deep Transformer Encoder Assisted Dilated Convolutional With Global Attention

in Pattern Recognition

Singaraju Ramya
Minu R I

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1575427

183 views

Original Research

Published on 25 Aug 2025

Investigation of deep learning approaches for automated damage diagnostics in fiber metal laminates using Detectron2 and SAM

in Pattern Recognition

Sanjeev Kumar
Stefan Bosse
Chirag Shah

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1599345

1,594 views

Original Research

Accepted on 21 Aug 2025

A Robust Corroded Metal Fitting Detection Approach for UAV intelligent Inspection with Knowledge-Distilled Lightweight YOLO Model

in Pattern Recognition

Yangyang Tian
Weijian Zhang
Zhe Li
Junfei Liu
Wentao Mao

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1581010

352 views

Original Research

Published on 12 Aug 2025

MedAlmighty: enhancing disease diagnosis with large vision model distillation

in Pattern Recognition

Yajing Ren
Zheng Gu
Wen Liu

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1527980

1,337 views

Original Research

Published on 17 Jul 2025

FLA-UNet: feature-location attention U-Net for foveal avascular zone segmentation in OCTA images

in Pattern Recognition

Wei Li
Li Cao
He Deng

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1463233

1,119 views

Brief Research Report

Published on 11 Jul 2025

High-resolution image inpainting using a probabilistic framework for diverse images with large arbitrary masks

in Pattern Recognition

G. Sumathi
M. Uma Devi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1614608

2,011 views

Original Research

Published on 25 Jun 2025

Deep learning-based feature selection for detection of autism spectrum disorder

in Pattern Recognition

Ibrahim Nafisah
Nermine Mahmoud
Ahmed A. Ewees
Mohamed G. Khattap
Abdelghani Dahou
Safar M. Alghamdi
Ibrahim A. Fares
Mohammed Azmi Al-Betar
Mohamed Abd Elaziz

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1594372

3,242 views

Original Research

Published on 10 Jun 2025

Mixture of prompts learning for vision-language models

in Pattern Recognition

Yu Du
Tong Niu
Rong Zhao

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1580973

2,457 views
1 citation

Original Research

Published on 30 Apr 2025

Precision enhancement in wireless capsule endoscopy: a novel transformer-based approach for real-time video object detection

in Pattern Recognition

Tsedeke Temesgen Habe
Keijo Haataja
Pekka Toivanen

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1529814

2,475 views
2 citations

Original Research

Published on 03 Apr 2025

Optimized design and performance evaluation of long-pressure-short-extraction ventilation and dust removal system based on the Coanda effect

in Pattern Recognition

Xinguo Wang
Jinbo Zhao
Yufu Li
Zhibin Li

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1565889

1,420 views