Original ResearchPublished 12 October 2026High performance white blood cell classification using ensemble CNNs with Monte Carlo dropout and conformal prediction for clinical uncertainty quantificationShahid Mehmood · Abeer A. K. Alharbi · Mona Alkhattabi · Muhammad Adnan Khan · Muhammad Amir KhanFrontiers in Medicinedoi 10.3389/fmed.2026.1959061
Original ResearchPublished 9 October 2026Q-rung orthopair fuzzy framework for multimodal MRI image fusion and U-Net-based segmentation for brain tumor detectionFelix Augustin · Deva Nithyanandham · Mahesh Kumar C. V. · David Raj M. · Saravanakumar Ramasamy · Saraswathi D. · Pandiyaraju VFrontiers in Artificial Intelligencedoi 10.3389/frai.2026.1840304
Original ResearchPublished 8 October 2026Differential sparse attention framework for accurate ovarian cancer subtype classification using DenseNet121Muhammad Shoaib Saleem · Javed Rashid · Turke Althobaiti · Faiza Jameel · Khiati Zakaria · Hari Mohan Rai · Anwar GhaniFrontiers in Digital Healthdoi 10.3389/fdgth.2026.1875306
ReviewPublished 8 October 2026Transformer models in cardiovascular medicine: current applications, translational challenges, and future directionsYang Yan · Gaoxiang Li · Taiwei Chen · Jinchuan Yan · Chen Wang · Ancai Yuan · Jiawen Zhang · Jun PuFrontiers in Artificial Intelligencedoi 10.3389/frai.2026.1962796
Original ResearchPublished 7 October 2026Classification of cystoid macular edema status from retinal vasculitis fluorescein angiography images using a convolutional neural networkCelina Wang · Koushani Chakrabarty · Stephen D. Anesi · Peter Y. ChangFrontiers in Ophthalmologydoi 10.3389/fopht.2026.1901237
Original ResearchPublished 30 September 2026SMBO: a Sinusoidal Modulation Bi-population Optimizer for brain cancer MRI image clusteringYingzhi Li · Kan Yu · Zhiwei YeFrontiers in Neurosciencedoi 10.3389/fnins.2026.1849626
Original ResearchPublished 29 September 2026MambaGLA-NPC: a 3D framework integrating CNN and state space models for robust multi-center nasopharyngeal carcinoma segmentationWei Jin · Xiaobo Chen · Weifeng Jin · Hai Liao · Li YuFrontiers in Genome Editingdoi 10.3389/fgeed.2026.1954329
Original ResearchPublished 11 September 2026A dynamic quantum clustering approach to brain tumor segmentationJacksson Sánchez · Miguel Martín-LandroveFrontiers in Imagingdoi 10.3389/fimag.2026.1882713
Original ResearchPublished 12 August 2026Impact of quantization on various CNN architectures for bone fracture detectionSushil Krishnan · Yokesh Babu SundaresanFrontiers in Medical Technologydoi 10.3389/fmedt.2026.1892595
Original ResearchPublished 3 August 2026Identification of eye diseases with small fundus image datasets using a new unsupervised deep learning approachAl Rafi Aurnob · Sharia Arfin Tanim · Farook SattarFrontiers in Signal Processingdoi 10.3389/frsip.2026.1769553
Original ResearchPublished 24 July 2026Image-conditioned latent rectified flow models for 3D medical anomaly localisationMatthew Baugh · Johanna P. Müller · Sarah Cechnicka · Kexin Gu Baugh · John Bonnici · James Myles · Bernhard KainzFrontiers in Radiologydoi 10.3389/fradi.2026.1847193
Original ResearchPublished 21 July 2026First steps in clinical implementation of a lung nodule classification method by artificial intelligenceAbderrazzak Ajertil · Zineb Farahat · Abla Bouallou · Elisa Le Tertre · Magnanga-Boukandza Joey Ben Elbher · Abdeljalil El quessar · Nejat Kabbaj · Mohamed Cherkaoui Malki · Latifa Chat · Lahcen Hammani · Nabil NgoteFrontiers in Radiologydoi 10.3389/fradi.2026.1714951
Original ResearchPublished 9 July 2026An attention-based transfer learning framework for breast cancer classification in mammography under limited data conditionsNiketa Banyal · Aman KumarFrontiers in Medical Technologydoi 10.3389/fmedt.2026.1842859
ImagingPublished 19 April 2024ChestBioX-Gen: contextual biomedical report generation from chest X-ray images using BioGPT and co-attention mechanismMohammed Yasser Ouis · Moulay A. AkhloufiFrontiers in Imagingdoi 10.3389/fimag.2024.1373420
