Latest AI and machine learning research in dermatology for healthcare professionals.
In previous work, we integrated large language models (LLMs) into the lesion segmentation model base...
Background: White matter hyperintensities (WMH) represent the most visible manifestation of cerebral...
Basal cell carcinoma (BCC) care follows a sequence of decisions from triage to pathological subtypin...
White-light imaging (WLI) and narrow-band imaging (NBI) provide complementary views of endoscopic le...
Acne vulgaris affects most adolescents and many adults. Accurate severity grading guides treatment, ...
Background/Objectives: Dermoscopic skin lesion classifiers often lose accuracy under domain shift ac...
Breast DCE-MRI AI is increasingly being explored for breast-level classification of no-lesion, benig...
When asked to describe a medical image that was never attached, frontier vision-language models do n...
Background Histological diagnosis of early-stage mycosis fungoides (MF) is hindered by profound over...
In clinical oncology studies, metastatic cancer is commonly evaluated using "Response Evaluation Cri...
Existing BraTS-GLI datasets provide a widely used benchmark for adult glioma MRI segmentation, but t...
Accurate grading of cervical biopsies on Hematoxylin and Eosin (H&E) stained whole slide images (WSI...
Accurate segmentation of brain stroke lesions in non-contrast computed tomography (NCCT) scans is cr...
Concept Bottleneck Models provide interpretable-by-design predictions by mediating diagnosis through...
Diabetic retinopathy is a leading cause of preventable blindness; its early lesions are small, low c...
Deep learning frameworks like nnU-Net achieve state-of-theart brain lesion segmentation performance ...
Accurate skin lesion classification can benefit from lesion segmentation masks, but requiring masks ...
Inferring contrast enhancement from one pre-contrast breast MRI slice is underdetermined: post-contr...
Leprosy (Mycobacterium leprae) has been confirmed in wild western chimpanzees (Pan troglodytes verus...
Vision-language models trained with contrastive objectives have shown promise in medical image analy...
Endometriosis, a chronic condition in which endometrial tissue grows at other sites in the body, pro...