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Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Computed Tomography Volumes
12 February 2020
R. Draelos
D. Dov
Maciej A. Mazurowski
Joseph Y. Lo
Ricardo Henao
Heidi Hanson
Lawrence Carin
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Papers citing
"Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Computed Tomography Volumes"
32 / 32 papers shown
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Fenghe Tang
Qingsong Yao
Rui Yan
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Zihang Jiang
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Zelong Liu
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01 Sep 2025
Structured Spectral Graph Learning for Anomaly Classification in 3D Chest CT Scans
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L. Boussel
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Boosting Vision Semantic Density with Anatomy Normality Modeling for Medical Vision-language Pre-training
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Jianpeng Zhang
Zhongyi Shui
Sinuo Wang
Z. Chen
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X. Ye
Tingbo Liang
Qi Zhang
L. Zhang
174
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01 Aug 2025
Multimodal Medical Image Binding via Shared Text Embeddings
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SuYang Xi
Shiqi Liu
Hong Ding
Chicheng Jin
Chong Zhong
Junjun He
Catherine C. Liu
Yiqing Shen
296
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22 Jun 2025
Towards Scalable Language-Image Pre-training for 3D Medical Imaging
Chenhui Zhao
Yiwei Lyu
Asadur Chowdury
Edward Harake
A. Kondepudi
Akshay Rao
X. Hou
Honglak Lee
Rui Feng
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251
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28 May 2025
Text2CT: Towards 3D CT Volume Generation from Free-text Descriptions Using Diffusion Model
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Can Zhao
Dong Yang
Yufan He
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Zongwei Zhou
Benjamin D. Simon
Stephanie Harmon
Baris Turkbey
Daguang Xu
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370
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07 May 2025
Deep Learning Advancements in Anomaly Detection: A Comprehensive Survey
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Haoqi Huang
Ping Wang
Jianhua Pei
Jiacheng Wang
Shahen Alexanian
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Generative AI for Software Architecture. Applications, Challenges, and Future Directions
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X2CT-CLIP: Enable Multi-Abnormality Detection in Computed Tomography from Chest Radiography via Tri-Modal Contrastive Learning
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Yuan Gao
Sangwook Kim
Chris McIntosh
469
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Abnormality-Driven Representation Learning for Radiology Imaging
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Tim Lenz
Georg Wolflein
Omar S. M. El Nahhas
Daniel Truhn
Jakob Nikolas Kather
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430
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25 Nov 2024
Large Language Model Benchmarks in Medical Tasks
Lawrence K. Q. Yan
Ming Li
Yujiao Shi
Cheng Fei
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Junyu Liu
Xinyuan Song
Riyang Bao
Zekun Jiang
Ziyuan Qin
LM&MA
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28 Oct 2024
CT-AGRG: Automated Abnormality-Guided Report Generation from 3D Chest CT Volumes
IEEE International Symposium on Biomedical Imaging (ISBI), 2024
Theo Di Piazza
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21 Aug 2024
CT2Rep: Automated Radiology Report Generation for 3D Medical Imaging
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Ibrahim Ethem Hamamci
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Bjoern Menze
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414
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11 Mar 2024
Enhancing chest X-ray datasets with privacy-preserving large language models and multi-type annotations: a data-driven approach for improved classification
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What limits performance of weakly supervised deep learning for chest CT classification?
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Heidi Hanson
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196
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Large-scale Long-tailed Disease Diagnosis on Radiology Images
Qiaoyu Zheng
Weike Zhao
Chaoyi Wu
Xiaoman Zhang
Lisong Dai
Hengyu Guan
Yuehua Li
Ya Zhang
Yanfeng Wang
Weidi Xie
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26 Dec 2023
MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D CT Images
IEEE Transactions on Medical Imaging (TMI), 2023
Yanwu Xu
Li Sun
Wei Peng
Shyam Visweswaran
Kayhan Batmanghelich
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DiffM
405
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05 Oct 2023
GenerateCT: Text-Conditional Generation of 3D Chest CT Volumes
European Conference on Computer Vision (ECCV), 2023
Ibrahim Ethem Hamamci
Sezgin Er
Anjany Sekuboyina
Enis Simsar
A. Tezcan
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Hadrien Reynaud
Sarthak Pati
Christian Bluethgen
M. K. Özdemir
Bjoern Menze
DiffM
MedIm
464
62
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25 May 2023
Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMI
medRxiv (medRxiv), 2023
Juexiao Zhou
Longxi Zhou
Di Wang
Xiaopeng Xu
Haoyang Li
Yuetan Chu
Wenkai Han
Xin Gao
272
29
0
20 Feb 2023
Explainable multiple abnormality classification of chest CT volumes
R. Draelos
Lawrence Carin
MedIm
236
15
0
24 Nov 2021
Detecting Spurious Correlations with Sanity Tests for Artificial Intelligence Guided Radiology Systems
Frontiers in Digital Health (FDH), 2021
U. Mahmood
Robik Shrestha
D. Bates
L. Mannelli
G. Corrias
Y. Erdi
Christopher Kanan
212
21
0
04 Mar 2021
Multi-Label Annotation of Chest Abdomen Pelvis Computed Tomography Text Reports Using Deep Learning
Vincent M. DÁnniballe
F. I. Tushar
Khrystyna Faryna
Songyue Han
Maciej A. Mazurowski
Heidi Hanson
Joseph Y. Lo
383
3
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05 Feb 2021
Use HiResCAM instead of Grad-CAM for faithful explanations of convolutional neural networks
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Lawrence Carin
FAtt
412
160
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Ontology-driven weak supervision for clinical entity classification in electronic health records
Jason Alan Fries
E. Steinberg
S. Khattar
Scott L. Fleming
J. Posada
A. Callahan
N. Shah
296
77
0
05 Aug 2020
Classification of Multiple Diseases on Body CT Scans using Weakly Supervised Deep Learning
F. I. Tushar
Vincent M. DÁnniballe
Rui Hou
Maciej A. Mazurowski
Wanyi Fu
Ehsan Samei
Heidi Hanson
Joseph Y. Lo
OOD
307
25
0
03 Aug 2020
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