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Nicholas Konz
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 21
Top Topics
Breast Mri
Deep Learning
Reverse Engineer
Diffusion Models
Top Venues
CoRR
Medical Image Anal.
EMNLP
CaPTion@MICCAI
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Publications
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Nicholas Konz
,
Maciej A. Mazurowski
The Effect of Intrinsic Dataset Properties on Generalization: Unraveling Learning Differences Between Natural and Medical Images.
CoRR
(2024)
Haoyu Dong
,
Nicholas Konz
,
Hanxue Gu
,
Maciej A. Mazurowski
Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time Adaptation.
CoRR
(2024)
Nicholas Konz
,
Yuwen Chen
,
Haoyu Dong
,
Maciej A. Mazurowski
Anatomically-Controllable Medical Image Generation with Segmentation-Guided Diffusion Models.
CoRR
(2024)
Maciej A. Mazurowski
,
Haoyu Dong
,
Hanxue Gu
,
Jichen Yang
,
Nicholas Konz
,
Yixin Zhang
Segment Anything Model for Medical Image Analysis: an Experimental Study.
CoRR
(2023)
Nicholas Konz
,
Charles Godfrey
,
Madelyn Shapiro
,
Jonathan Tu
,
Henry Kvinge
,
Davis Brown
Attributing Learned Concepts in Neural Networks to Training Data.
CoRR
(2023)
Nicholas Konz
,
Haoyu Dong
,
Maciej A. Mazurowski
Unsupervised anomaly localization in high-resolution breast scans using deep pluralistic image completion.
Medical Image Anal.
87 (2023)
Nicholas Konz
,
Maciej A. Mazurowski
Reverse Engineering Breast MRIs: Predicting Acquisition Parameters Directly from Images.
CoRR
(2023)
Davis Brown
,
Charles Godfrey
,
Nicholas Konz
,
Jonathan Tu
,
Henry Kvinge
Understanding the Inner-workings of Language Models Through Representation Dissimilarity.
EMNLP
(2023)
Davis Brown
,
Charles Godfrey
,
Nicholas Konz
,
Jonathan Tu
,
Henry Kvinge
Understanding the Inner Workings of Language Models Through Representation Dissimilarity.
CoRR
(2023)
Longfei Zhou
,
Lin Zhang
,
Nicholas Konz
Computer Vision Techniques in Manufacturing.
IEEE Trans. Syst. Man Cybern. Syst.
53 (1) (2023)
Maciej A. Mazurowski
,
Haoyu Dong
,
Hanxue Gu
,
Jichen Yang
,
Nicholas Konz
,
Yixin Zhang
Segment anything model for medical image analysis: An experimental study.
Medical Image Anal.
89 (2023)
Haoyu Dong
,
Yifan Zhang
,
Hanxue Gu
,
Nicholas Konz
,
Yixin Zhang
,
Maciej A. Mazurowski
SWSSL: Sliding Window-Based Self-Supervised Learning for Anomaly Detection in High-Resolution Images.
IEEE Trans. Medical Imaging
42 (12) (2023)
Hanxue Gu
,
Haoyu Dong
,
Nicholas Konz
,
Maciej A. Mazurowski
A systematic study of the foreground-background imbalance problem in deep learning for object detection.
CoRR
(2023)
Nicholas Konz
,
Maciej A. Mazurowski
Reverse Engineering Breast MRIs: Predicting Acquisition Parameters Directly from Images.
MIDL
(2023)
Shixing Cao
,
Nicholas Konz
,
James Duncan
,
Maciej A. Mazurowski
Deep Learning for Breast MRI Style Transfer with Limited Training Data.
CoRR
(2023)
Nicholas Konz
,
Haoyu Dong
,
Maciej A. Mazurowski
Unsupervised anomaly localization in high-resolution breast scans using deep pluralistic image completion.
CoRR
(2023)
Shixing Cao
,
Nicholas Konz
,
James S. Duncan
,
Maciej A. Mazurowski
Deep Learning for Breast MRI Style Transfer with Limited Training Data.
J. Digit. Imaging
36 (2) (2023)
Nicholas Konz
,
Hanxue Gu
,
Haoyu Dong
,
Maciej A. Mazurowski
The Intrinsic Manifolds of Radiological Images and their Role in Deep Learning.
CoRR
(2022)
Yifan Zhang
,
Haoyu Dong
,
Nicholas Konz
,
Hanxue Gu
,
Maciej A. Mazurowski
Lightweight Transformer Backbone for Medical Object Detection.
CaPTion@MICCAI
(2022)
Nicholas Konz
,
Hanxue Gu
,
Haoyu Dong
,
Maciej A. Mazurowski
The Intrinsic Manifolds of Radiological Images and Their Role in Deep Learning.
MICCAI (8)
(2022)
Yifan Zhang
,
Haoyu Dong
,
Nicholas Konz
,
Hanxue Gu
,
Maciej A. Mazurowski
REPLICA: Enhanced Feature Pyramid Network by Local Image Translation and Conjunct Attention for High-Resolution Breast Tumor Detection.
CoRR
(2021)