Jacob Brecheisen

Researcher

University of Arkansas at Fayetteville

unknown

2 h-index 3 pubs 16 cited

Research Areas

Advanced Neural Network Applications Medical Imaging Techniques and Applications Radiology practices and education AI in cancer detection Natural Language Processing Techniques

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OverviewAI-generated summary

Jacob Brecheisen's research centers on the development and application of artificial intelligence systems designed to assist in medical diagnoses. His work has focused on creating controllable and interpretable AI models, specifically for analyzing chest X-ray (CXR) images. Brecheisen has investigated how AI can decode the intense focus of radiologists to achieve more accurate diagnoses. His recent publications include work on an AI system named I-AI and another titled ItpCtrl-AI, both published in 2024, with a prior iteration of I-AI appearing in 2023. He has co-authored two publications with Trong Thang Pham of the University of Arkansas at Fayetteville. Brecheisen's scholarship metrics include an h-index of 2 based on 3 total publications, which have garnered 16 citations.

Metrics

  • h-index: 2
  • Publications: 3
  • Citations: 16

Selected Publications

  • ItpCtrl-AI: End-to-end interpretable and controllable artificial intelligence by modeling radiologists’ intentions (2024) DOI
  • I-AI: A Controllable & Interpretable AI System for Decoding Radiologists’ Intense Focus for Accurate CXR Diagnoses (2024) DOI

Collaborators

Researchers in the database who share publications

Trong Thang Pham University of Arkansas at Fayetteville 2 shared publications

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