Search Results - "Wolleb J"

Conditional Generative AI in Oncology Diagnostics.

Authors: Frascarelli, Chiara Concardi, Alberto Mangione, Elisa et al.

Source: Applied Sciences (2076-3417); Apr2026, Vol. 16 Issue 8, p4015, 20p

Generative AI for spatial tumor growth on MRI: a proof-of-principle study in pediatric diffuse midline glioma.

Authors: Laslo D Wolleb J Monzon M et al.

Source: BMC medicine [BMC Med] 2026 May 18. Date of Electronic Publication: 2026 May 18.

Publication Type: Journal Article

Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101190723 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1741-7015 (Electronic) Linking ISSN: 17417015 NLM ISO Abbreviation: BMC Med Subsets: MEDLINE

Assessing Membership Inference Privacy Risks in Medical Diffusion Models via Discrete Encoding-Based Inference.

Authors: Kong, Fei Cheng, Hao Chen, Tianlong et al.

Source: Applied Sciences (2076-3417); Apr2026, Vol. 16 Issue 7, p3140, 23p

SeRNet: Segmentation Helps Reconstruction for Anomaly Detection.

Authors: Cui, Yan Sun, Jinkai Liu, Xiying et al.

Source: Applied Sciences (2076-3417); Feb2026, Vol. 16 Issue 4, p1670, 22p

Deep generative models in digital subtraction angiography (DSA) and X-ray angiography: a systematic review.

Authors: Xu, Qiwen Rügamer, David Bender, Andreas et al.

Source: Artificial Intelligence Review; Feb2026, Vol. 59 Issue 2, p1-32, 32p

From Traditional Risk Factors to Machine Learning Models: Advancing the Prediction of Anastomotic Leak and Other Major Complications in Colorectal Cancer Surgery.

Authors: Tsokkou, Sophia Konstantinididis, Nikolaos Konstantinidis, Ioannis et al.

Source: Cancers. May2026, Vol. 18 Issue 10, p1668. 17p.

Estimating the hole surface area of insecticide-treated nets using image analysis, manual hole counting and exact hole measurements.

Authors: Mbuba E Mañas-Chavernas N Moore SJ et al.

Source: Malaria journal [Malar J] 2025 Mar 14; Vol. 24 (1), pp. 82. Date of Electronic Publication: 2025 Mar 14.

Publication Type: Journal Article

Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101139802 Publication Model: Electronic Cited Medium: Internet ISSN: 1475-2875 (Electronic) Linking ISSN: 14752875 NLM ISO Abbreviation: Malar J Subsets: MEDLINE

Diffusion-based skin disease data augmentation with fine-grained detail preservation and interpolation for data diversity.

Authors: Kim, Mujung Yoo, Jisang Kwon, Soonchul et al.

Source: PLoS ONE. 10/3/2025, Vol. 20 Issue 10, p1-30. 30p.

Enhancing CCTA image quality: a review of deep learning approaches for advanced artifact correction and denoising.

Authors: Alkhodari, Mohanad Alefisha, Eman Jelinek, Herbert F. et al.

Source: Artificial Intelligence Review; Oct2025, Vol. 58 Issue 10, p1-67, 67p

GatedSegDiff: a gated fusion diffusion model for skin lesion segmentation.

Authors: Wang, Rui Yao, Liucheng Zeng, Jiawen et al.

Source: Medical & Biological Engineering & Computing; Sep2025, Vol. 63 Issue 9, p2637-2650, 14p

PalScDiff: A diffusion-based framework with progressive augmentation learning and semantic consistency for breast ultrasound tumor segmentation.

Authors: Yang, Qin Tong, Yu

Source: Journal of Intelligent & Fuzzy Systems; Aug2025, Vol. 49 Issue 2, p512-526, 15p

Towards few-call model stealing via active self-paced knowledge distillation and diffusion-based image generation.

Authors: Hondru, Vlad Ionescu, Radu Tudor

Source: Artificial Intelligence Review; Aug2025, Vol. 58 Issue 8, p1-25, 25p

Predictive and Explainable Artificial Intelligence for Weight Loss After Sleeve Gastrectomy: Insights from Wide and Deep Learning with Medical Image and Non-Image Data.

Authors: Park, Jaechan Park, Sungsoo Lee, Kwang-Sig et al.

Source: Applied Sciences (2076-3417); Mar2025, Vol. 15 Issue 5, p2457, 13p

Adaptive 3D Augmentation in StyleGAN2-ADA for High-Fidelity Lung Nodule Synthesis from Limited CT Volumes.

Authors: Fedoruk, Oleksandr Klimaszewski, Konrad Kruk, Michał

Source: Sensors (14248220). Dec2025, Vol. 25 Issue 24, p7404. 10p.

FlowSDF: Flow Matching for Medical Image Segmentation Using Distance Transforms.

Authors: Bogensperger, Lea Narnhofer, Dominik Falk, Alexander et al.

Source: International Journal of Computer Vision; Jul2025, Vol. 133 Issue 7, p4864-4876, 13p

Enforced clustering for zero-to-one-shot texture anomaly detection.

Authors: Amirian Varnousefaderani, Bahar Rakhmonov, Akhrorjon Akhmadjon Ugli Kim, Jae-Soo et al.

Source: Machine Vision & Applications; May2025, Vol. 36 Issue 3, p1-19, 19p

EDB-Diff: a EdgeDevice based diffusion network for brain tumor image segmentation.

Authors: Liu, Yijun Xie, Linfeng Ye, Wujian

Source: Multimedia Systems; Dec2024, Vol. 30 Issue 6, p1-10, 10p

Uncertainty estimation and probabilistic skull shape reconstruction using bayesian neural networks.

Authors: Li, Jianning Sengupta, Agniva Zachow, Stefan

Source: Scientific Reports. 5/27/2026, Vol. 16 Issue 1, p1-13. 13p.

Unsupervised Anomaly Detection in Medical Imaging: A Survey of Methods, Challenges, and Future Directions.

Authors: Liu, Boyang Li, Guangli Zou, Yuxing et al.

Source: Bioengineering (Basel). May2026, Vol. 13 Issue 5, p547. 55p.

Advances in diffusion models for image data augmentation: a review of methods, models, evaluation metrics and future research directions.

Authors: Alimisis, Panagiotis Mademlis, Ioannis Radoglou-Grammatikis, Panagiotis et al.

Source: Artificial Intelligence Review; Apr2025, Vol. 58 Issue 4, p1-55, 55p