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19992025
most citedDermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma

176 citations

Showing 2024Show all

6 papers · 1 filter

cs.CV2024★ 6 cited

SynBench: A Synthetic Benchmark for Non-rigid 3D Point Cloud Registration

Sara Monji-Azad, Marvin Kinz, Claudia Scherl +3

Non-rigid point cloud registration is a crucial task in computer vision. Evaluating a non-rigid point cloud registration method requires a dataset with challenges such as large def…

eess.IV2024★ 3 cited

Deep intra-operative illumination calibration of hyperspectral cameras

Alexander Baumann, Leonardo Ayala, Alexander Studier-Fischer +6

Hyperspectral imaging (HSI) is emerging as a promising novel imaging modality with various potential surgical applications. Currently available cameras, however, suffer from poor i…

cs.LG2024★ 16 cited

AI-powered skin spectral imaging enables instant sepsis diagnosis and outcome prediction in critically ill patients

Silvia Seidlitz, Katharina Hölzl, Ayca von Garrel +10

With sepsis remaining a leading cause of mortality, early identification of patients with sepsis and those at high risk of death is a challenge of high socioeconomic importance. Gi…

cs.CL2024★ 23 cited

Superhuman performance in urology board questions by an explainable large language model enabled for context integration of the European Association of Urology guidelines: the UroBot study

Martin J. Hetz, Nicolas Carl, Sarah Haggenmüller +4

Large Language Models (LLMs) are revolutionizing medical Question-Answering (medQA) through extensive use of medical literature. However, their performance is often hampered by out…

cs.CV2024

Deep learning based detection of collateral circulation in coronary angiographies

Cosmin-Andrei Hatfaludi, Daniel Bunescu, Costin Florian Ciusdel +9

Coronary artery disease (CAD) is the dominant cause of death and hospitalization across the globe. Atherosclerosis, an inflammatory condition that gradually narrows arteries and ha…

eess.IV2024★ 34 cited

Clinical Melanoma Diagnosis with Artificial Intelligence: Insights from a Prospective Multicenter Study

Lukas Heinlein, Roman C. Maron, Achim Hekler +27

Early detection of melanoma, a potentially lethal type of skin cancer with high prevalence worldwide, improves patient prognosis. In retrospective studies, artificial intelligence…