TopoTxR: A topology-guided deep convolutional network for breast parenchyma learning on DCE-MRIs
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Fan, Zou, Zhilin, Sakla, Nicole, Partyka, Luke, Rawal, Nil, Singh, Gagandeep, Zhao, Wei, Ling, Haibin, Huang, Chuan, Prasanna, Prateek, Chen, Chao |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
GazeLT: Visual attention-guided long-tailed disease classification in chest radiographs
by: Bhattacharya, Moinak, et al.
Published: (2025)
by: Bhattacharya, Moinak, et al.
Published: (2025)
RadGazeGen: Radiomics and Gaze-guided Medical Image Generation using Diffusion Models
by: Bhattacharya, Moinak, et al.
Published: (2024)
by: Bhattacharya, Moinak, et al.
Published: (2024)
Anatomy-DT: A Cross-Diffusion Digital Twin for Anatomical Evolution
by: Bhattacharya, Moinak, et al.
Published: (2025)
by: Bhattacharya, Moinak, et al.
Published: (2025)
SoC-DT: Standard-of-Care Aligned Digital Twins for Patient-Specific Tumor Dynamics
by: Bhattacharya, Moinak, et al.
Published: (2025)
by: Bhattacharya, Moinak, et al.
Published: (2025)
Vessel-Aware Deep Learning for OCTA-Based Detection of AMD
by: Mitzner, Margalit G., et al.
Published: (2026)
by: Mitzner, Margalit G., et al.
Published: (2026)
TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model
by: Xu, Meilong, et al.
Published: (2024)
by: Xu, Meilong, et al.
Published: (2024)
BrainMRDiff: A Diffusion Model for Anatomically Consistent Brain MRI Synthesis
by: Bhattacharya, Moinak, et al.
Published: (2025)
by: Bhattacharya, Moinak, et al.
Published: (2025)
NeuroRAD-FM: A Foundation Model for Neuro-Oncology with Distributionally Robust Training
by: Bhattacharya, Moinak, et al.
Published: (2025)
by: Bhattacharya, Moinak, et al.
Published: (2025)
TopoHR: Hierarchical Centerline Representation for Cyclic Topology Reasoning in Driving Scenes with Point-to-Instance Relations
by: Bai, Yifeng, et al.
Published: (2026)
by: Bai, Yifeng, et al.
Published: (2026)
Glandular papilloma in lung parenchyma
by: Minlong Zhang, et al.
Published: (2024)
by: Minlong Zhang, et al.
Published: (2024)
ImmunoDiff: A Diffusion Model for Immunotherapy Response Prediction in Lung Cancer
by: Bhattacharya, Moinak, et al.
Published: (2025)
by: Bhattacharya, Moinak, et al.
Published: (2025)
A XP e o Itaú Unibanco: dos Produtos de Investimento a Desbancarização
by: Raul Beal Partyka
Published: (2020)
by: Raul Beal Partyka
Published: (2020)
Um Olho no Peixe e Outro no Gato: Como as Fintechs Disputam Espaço com os Bancos em Época de Juros Baixos
by: Raul Beal Partyka
Published: (2020)
by: Raul Beal Partyka
Published: (2020)
Structure-Guided Histopathology Synthesis via Dual-LoRA Diffusion
by: Xu, Xuan, et al.
Published: (2026)
by: Xu, Xuan, et al.
Published: (2026)
CoLa-DCE -- Concept-guided Latent Diffusion Counterfactual Explanations
by: Motzkus, Franz, et al.
Published: (2024)
by: Motzkus, Franz, et al.
Published: (2024)
A large-scale multicenter breast cancer DCE-MRI benchmark dataset with expert segmentations
by: Garrucho, Lidia, et al.
Published: (2024)
by: Garrucho, Lidia, et al.
Published: (2024)
DCE-LLM: Dead Code Elimination with Large Language Models
by: Chen, Minyu, et al.
Published: (2025)
by: Chen, Minyu, et al.
Published: (2025)
DCE-Qnet: Deep Network Quantification of Dynamic Contrast Enhanced (DCE) MRI
by: Cohen, Ouri, et al.
Published: (2024)
by: Cohen, Ouri, et al.
Published: (2024)
Digital reference object toolkit of breast DCE MRI for quantitative evaluation of image reconstruction and analysis methods
by: Jonghyun Bae, et al.
Published: (2024)
by: Jonghyun Bae, et al.
Published: (2024)
TopoQA: a topological deep learning-based approach for protein complex structure interface quality assessment
by: Han, Bingqing, et al.
Published: (2024)
by: Han, Bingqing, et al.
Published: (2024)
Anatomical Foundation Models for Brain MRIs
by: Barbano, Carlo Alberto, et al.
Published: (2024)
by: Barbano, Carlo Alberto, et al.
Published: (2024)
Gaze2Report: Radiology Report Generation via Visual-Gaze Prompt Tuning of LLMs
by: Konwer, Aishik, et al.
Published: (2026)
by: Konwer, Aishik, et al.
Published: (2026)
Histo-Diffusion: A Diffusion Super-Resolution Method for Digital Pathology with Comprehensive Quality Assessment
by: Xu, Xuan, et al.
Published: (2024)
by: Xu, Xuan, et al.
Published: (2024)
Learned representation-guided diffusion models for large-image generation
by: Graikos, Alexandros, et al.
Published: (2023)
by: Graikos, Alexandros, et al.
Published: (2023)
Toward a robust lesion detection model in breast DCE-MRI: adapting foundation models to high-risk women
by: Nascimento, Gabriel A. B. do, et al.
Published: (2025)
by: Nascimento, Gabriel A. B. do, et al.
Published: (2025)
To deform or not: treatment-aware longitudinal registration for breast DCE-MRI during neoadjuvant chemotherapy via unsupervised keypoints detection
by: Han, Luyi, et al.
Published: (2024)
by: Han, Luyi, et al.
Published: (2024)
K‐means clustering‐based analysis of quantitative ultrafast DCE‐MRI for predicting breast cancer response to neoadjuvant chemotherapy
by: Zhen Ren, et al.
Published: (2025)
by: Zhen Ren, et al.
Published: (2025)
Identifying radiogenomic associations of breast cancer based on DCE‐MRI by using Siamese Neural Network with manufacturer bias normalization
by: Junhua Chen, et al.
Published: (2024)
by: Junhua Chen, et al.
Published: (2024)
TopoU-Net: a U-Net architecture for topological domains
by: Gaurav, Gaurav, et al.
Published: (2026)
by: Gaurav, Gaurav, et al.
Published: (2026)
Completed Feature Disentanglement Learning for Multimodal MRIs Analysis
by: Liu, Tianling, et al.
Published: (2024)
by: Liu, Tianling, et al.
Published: (2024)
Surface guided ring gantry radiotherapy in deep inspiration breath hold for breast cancer patients
by: Mustafa Kadhim, et al.
Published: (2024)
by: Mustafa Kadhim, et al.
Published: (2024)
Dissociating spatial frequency reliance from adversarial robustness advantages in neurally guided deep convolutional neural networks
by: Shao, Zhenan, et al.
Published: (2026)
by: Shao, Zhenan, et al.
Published: (2026)
Topos
Published: (2022)
Published: (2022)
Primary Castleman's disease in the hepatic parenchyma: A case report and literature review
by: Hanjun Zhang, et al.
Published: (2024)
by: Hanjun Zhang, et al.
Published: (2024)
Physics-informed motion registration of lung parenchyma across static CT images
by: Neelakantan, Sunder, et al.
Published: (2024)
by: Neelakantan, Sunder, et al.
Published: (2024)
Intramural Peri Arterial Drainage (IPAD) of peptides from the brain parenchyma and retina
by: Roxana O. Carare
Published: (2025)
by: Roxana O. Carare
Published: (2025)
Using convolutional neural networks for the classification of breast cancer images
by: Bonnet, Eric
Published: (2021)
by: Bonnet, Eric
Published: (2021)
Semantic Context-aware mOdality fUsion Transformer (SCOUT): A Context-Aware Multimodal Transformer for Concept-Grounded Pathology Report Generation
by: Singh, Suryakant, et al.
Published: (2026)
by: Singh, Suryakant, et al.
Published: (2026)
Hardware Acceleration in Portable MRIs: State of the Art and Future Prospects
by: Habsi, Omar Al, et al.
Published: (2025)
by: Habsi, Omar Al, et al.
Published: (2025)
Book Review: Body, Self and Melancholy: The Self-Narratives and Life of the Nobleman Osvaldo Ercole Trapp (1634-1710) by Siglinde Clementi
by: Tekgül, Nil
Published: (2024)
by: Tekgül, Nil
Published: (2024)
Similar Items
-
GazeLT: Visual attention-guided long-tailed disease classification in chest radiographs
by: Bhattacharya, Moinak, et al.
Published: (2025) -
RadGazeGen: Radiomics and Gaze-guided Medical Image Generation using Diffusion Models
by: Bhattacharya, Moinak, et al.
Published: (2024) -
Anatomy-DT: A Cross-Diffusion Digital Twin for Anatomical Evolution
by: Bhattacharya, Moinak, et al.
Published: (2025) -
SoC-DT: Standard-of-Care Aligned Digital Twins for Patient-Specific Tumor Dynamics
by: Bhattacharya, Moinak, et al.
Published: (2025) -
Vessel-Aware Deep Learning for OCTA-Based Detection of AMD
by: Mitzner, Margalit G., et al.
Published: (2026)