DeepContrast: Deep Tissue Contrast Enhancement using Synthetic Data Degradations and OOD Model Predictions
Fuente:
arXiv
Saved in:
| Main Authors: | Martins, Nuno Pimpão, Kalaidzidis, Yannis, Zerial, Marino, Jug, Florian |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
DDCSR: A Novel End-to-End Deep Learning Framework for Cortical Surface Reconstruction from Diffusion MRI
by: Li, Chengjin, et al.
Published: (2025)
by: Li, Chengjin, et al.
Published: (2025)
The IBEX Imaging Knowledge-Base: A Community Resource Enabling Adoption and Development of Immunofluoresence Imaging Methods
by: Yaniv, Ziv, et al.
Published: (2024)
by: Yaniv, Ziv, 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)
Weighted Combination and Singular Spectrum Analysis Based Remote Photoplethysmography Pulse Extraction in Low-light Environments
by: Xi, Lin, et al.
Published: (2025)
by: Xi, Lin, et al.
Published: (2025)
SW-ViT: A Spatio-Temporal Vision Transformer Network with Post Denoiser for Sequential Multi-Push Ultrasound Shear Wave Elastography
by: Akash, Ahsan Habib, et al.
Published: (2025)
by: Akash, Ahsan Habib, et al.
Published: (2025)
Three-dimensional ultrasound-based online system for automated ovarian follicle measurement
by: Royo, Pedro, et al.
Published: (2024)
by: Royo, Pedro, et al.
Published: (2024)
Sensitivity of Finite Element Models to Relationship Between T2 Relaxation and Modulus in Articular Cartilage
by: Donabedian, Alexander A., et al.
Published: (2025)
by: Donabedian, Alexander A., et al.
Published: (2025)
HYAMD High-Resolution Fundus Image Dataset for age related macular degeneration (AMD) Diagnosis
by: Meisel, Meishar, et al.
Published: (2025)
by: Meisel, Meishar, et al.
Published: (2025)
Quantifying Smooth Muscles Regional Organization in the Rat Bladder Using Immunohistochemistry, Multiphoton Microscopy and Machine Learning
by: Asadbeygi, Alireza, et al.
Published: (2024)
by: Asadbeygi, Alireza, et al.
Published: (2024)
A Comprehensive Pipeline for Aortic Segmentation and Shape Analysis
by: Shehata, Nairouz, et al.
Published: (2025)
by: Shehata, Nairouz, et al.
Published: (2025)
Generating Novel Brain Morphology by Deforming Learned Templates
by: Wang, Alan Q., et al.
Published: (2025)
by: Wang, Alan Q., et al.
Published: (2025)
Glorbit: A Modular, Web-Based Platform for AI Based Periorbital Measurement in Low-Resource Settings
by: Nahass, George R., et al.
Published: (2025)
by: Nahass, George R., et al.
Published: (2025)
ROI Extraction in Thermographic Breast Images Using Genetic Algorithms
by: Mendes, LC, et al.
Published: (2026)
by: Mendes, LC, et al.
Published: (2026)
Deep Learning-Based Correction and Unmixing of Hyperspectral Images for Brain Tumor Surgery
by: Black, David, et al.
Published: (2024)
by: Black, David, et al.
Published: (2024)
TRUSWorthy: Toward Clinically Applicable Deep Learning for Confident Detection of Prostate Cancer in Micro-Ultrasound
by: Harmanani, Mohamed, et al.
Published: (2025)
by: Harmanani, Mohamed, et al.
Published: (2025)
Deep-Learning Approach for Tissue Classification using Acoustic Waves during Ablation with an Er:YAG Laser (Updated)
by: Seppi, Carlo, et al.
Published: (2024)
by: Seppi, Carlo, et al.
Published: (2024)
Automated Coronary Arteries Labeling Via Geometric Deep Learning
by: Li, Yadan, et al.
Published: (2022)
by: Li, Yadan, et al.
Published: (2022)
Building Digital Twins of Different Human Organs for Personalized Healthcare
by: Lyu, Yilin, et al.
Published: (2026)
by: Lyu, Yilin, et al.
Published: (2026)
Continual Learning for fMRI-Based Brain Disorder Diagnosis via Functional Connectivity Matrices Generative Replay
by: Chen, Qianyu, et al.
Published: (2026)
by: Chen, Qianyu, et al.
Published: (2026)
Adaptive k-space Radial Sampling for Cardiac MRI with Reinforcement Learning
by: Xu, Ruru, et al.
Published: (2025)
by: Xu, Ruru, et al.
Published: (2025)
Ensemble learning of the atrial fiber orientation with physics-informed neural networks
by: Magaña, Efraín, et al.
Published: (2024)
by: Magaña, Efraín, et al.
Published: (2024)
Segmentation of spinal rootlets across MRI contrasts with RootletSeg
by: Krejci, Katerina, et al.
Published: (2025)
by: Krejci, Katerina, et al.
Published: (2025)
A transductive few-shot learning approach for classification of digital histopathological slides from liver cancer
by: Sadraoui, Aymen, et al.
Published: (2023)
by: Sadraoui, Aymen, et al.
Published: (2023)
Comparing the physical characteristics of ultrasound and magnetic resonance imaging to diagnose ovarian cysts
by: Jassim, Tariq Nadhim, et al.
Published: (2024)
by: Jassim, Tariq Nadhim, et al.
Published: (2024)
Transport-of-Intensity Model for Single-Mask X-ray Differential Phase Contrast Imaging
by: Yuan, Jingcheng, et al.
Published: (2023)
by: Yuan, Jingcheng, et al.
Published: (2023)
The State of Applying Artificial Intelligence to Tissue Imaging for Cancer Research and Early Detection
by: Robben, Michael, et al.
Published: (2023)
by: Robben, Michael, et al.
Published: (2023)
Prototype-Guided Diffusion for Digital Pathology: Achieving Foundation Model Performance with Minimal Clinical Data
by: Redekop, Ekaterina, et al.
Published: (2025)
by: Redekop, Ekaterina, et al.
Published: (2025)
Beyond Imaging: Vision Transformer Digital Twin Surrogates for 3D+T Biological Tissue Dynamics
by: Ugurlar, Kaan Berke, et al.
Published: (2025)
by: Ugurlar, Kaan Berke, et al.
Published: (2025)
DeepGleason: a System for Automated Gleason Grading of Prostate Cancer using Deep Neural Networks
by: Müller, Dominik, et al.
Published: (2024)
by: Müller, Dominik, et al.
Published: (2024)
Wrist bone segmentation in X-ray images using CT-based simulations
by: ElTantawy, Youssef, et al.
Published: (2025)
by: ElTantawy, Youssef, et al.
Published: (2025)
Embracing Uncertainty Flexibility: Harnessing a Supervised Tree Kernel to Empower Ensemble Modelling for 2D Echocardiography-Based Prediction of Right Ventricular Volume
by: Bohoran, Tuan A., et al.
Published: (2024)
by: Bohoran, Tuan A., et al.
Published: (2024)
Bidirectional Brain Image Translation using Transfer Learning from Generic Pre-trained Models
by: Haimour, Fatima, et al.
Published: (2025)
by: Haimour, Fatima, et al.
Published: (2025)
Panoramic Voltage-Sensitive Optical Mapping of Contracting Hearts using Cooperative Multi-View Motion Tracking with 12 to 24 Cameras
by: Chowdhary, Shrey, et al.
Published: (2023)
by: Chowdhary, Shrey, et al.
Published: (2023)
Assessing the Performance of Deep Learning for Automated Gleason Grading in Prostate Cancer
by: Müller, Dominik, et al.
Published: (2024)
by: Müller, Dominik, et al.
Published: (2024)
A Cytology Dataset for Early Detection of Oral Squamous Cell Carcinoma
by: Jain, Garima, et al.
Published: (2025)
by: Jain, Garima, et al.
Published: (2025)
Histopathology Slide Indexing and Search: Are We There Yet?
by: Shang, Helen H., et al.
Published: (2023)
by: Shang, Helen H., et al.
Published: (2023)
Classification of colorectal primer carcinoma from normal colon with mid-infrared spectra
by: Borkovits, B., et al.
Published: (2024)
by: Borkovits, B., et al.
Published: (2024)
MAE-SAM2: Mask Autoencoder-Enhanced SAM2 for Clinical Retinal Vascular Leakage Segmentation
by: Xing, Xin, et al.
Published: (2025)
by: Xing, Xin, et al.
Published: (2025)
SeqSeg: Learning Local Segments for Automatic Vascular Model Construction
by: Cepero, Numi Sveinsson, et al.
Published: (2025)
by: Cepero, Numi Sveinsson, et al.
Published: (2025)
Demonstration of an Adversarial Attack Against a Multimodal Vision Language Model for Pathology Imaging
by: Thota, Poojitha, et al.
Published: (2024)
by: Thota, Poojitha, et al.
Published: (2024)
Similar Items
-
DDCSR: A Novel End-to-End Deep Learning Framework for Cortical Surface Reconstruction from Diffusion MRI
by: Li, Chengjin, et al.
Published: (2025) -
The IBEX Imaging Knowledge-Base: A Community Resource Enabling Adoption and Development of Immunofluoresence Imaging Methods
by: Yaniv, Ziv, et al.
Published: (2024) -
Gaze2Report: Radiology Report Generation via Visual-Gaze Prompt Tuning of LLMs
by: Konwer, Aishik, et al.
Published: (2026) -
Weighted Combination and Singular Spectrum Analysis Based Remote Photoplethysmography Pulse Extraction in Low-light Environments
by: Xi, Lin, et al.
Published: (2025) -
SW-ViT: A Spatio-Temporal Vision Transformer Network with Post Denoiser for Sequential Multi-Push Ultrasound Shear Wave Elastography
by: Akash, Ahsan Habib, et al.
Published: (2025)