Latest Articles for Medical Imaging

Computer Vision and Pattern Recognition The Future of 3D Model Reconstruction

Transforming 2D images into realistic 3D models for various applications.

Ajith Balakrishnan, Sreeja S, Linu Shine

2025-04-27T08:18:15+00:00 ― 6 min read

Optimization and Control Bilevel Optimization: A New Approach to Inverse Problems

Discover how bilevel optimization tackles complex inverse problems efficiently.

Mathias Staudigl, Simon Weissmann, Tristan van Leeuwen

2025-04-27T05:49:48+00:00 ― 6 min read

Image and Video Processing Innovative Techniques Boost Heart Health Imaging

New methods improve image analysis for heart condition classification.

Nourelhouda Groun, Maria Villalba-Orero, Lucia Casado-Martin

2025-04-26T15:49:20+00:00 ― 7 min read

Image and Video Processing Introducing UltraSam: A New Era in Ultrasound Analysis

UltraSam enhances ultrasound image analysis using the extensive US-43d dataset.

Adrien Meyer, Aditya Murali, Didier Mutter

2025-04-26T11:57:10+00:00 ― 5 min read

Computer Vision and Pattern Recognition Revolutionizing Segmentation: A New Approach

A new method improves image segmentation accuracy for complex tubular structures.

Bo Wen, Haochen Zhang, Dirk-Uwe G. Bartsch

2025-04-26T09:01:30+00:00 ― 6 min read

Numerical Analysis Advancing Patient-Specific Modeling in Cardiovascular Health

A new approach enhances blood flow simulations for better cardiovascular predictions.

Kabir Bakhshaei, Sajad Salavatidezfouli, Giovanni Stabile

2025-04-26T04:46:12+00:00 ― 9 min read

Computer Vision and Pattern Recognition Gen-SIS: A New Approach to Self-Supervised Learning

Revolutionizing machine learning with self-generated image variations.

Varun Belagali, Srikar Yellapragada, Alexandros Graikos

2025-04-24T23:40:45+00:00 ― 6 min read

Image and Video Processing Advancements in MRI and Machine Learning for Brain Tumor Detection

This article discusses the role of machine learning in diagnosing brain tumors using MRI technology.

Juampablo E. Heras Rivera, Agamdeep S. Chopra, Tianyi Ren

2025-04-24T21:15:30+00:00 ― 8 min read

Quantum Physics Nanophotonics: Light's Surprising Dance at Tiny Scales

Discover how light interacts with materials on a minuscule scale.

Maksim Lednev, Diego Fernández de la Pradilla, Frieder Lindel

2025-04-24T19:53:36+00:00 ― 7 min read

Image and Video Processing Advancements in Skin Lesion Detection with TAFM-Net

TAFM-Net enhances skin lesion analysis for quicker cancer detection.

Tariq M Khan, Dawn Lin, Shahzaib Iqbal

2025-04-24T17:23:20+00:00 ― 5 min read

Computer Vision and Pattern Recognition Advancing GI Disease Diagnosis with AI

New methods improve accuracy in diagnosing gastrointestinal diseases using technology.

Sandesh Pokhrel, Sanjay Bhandari, Sharib Ali

2025-04-24T15:30:00+00:00 ― 6 min read

Computer Vision and Pattern Recognition MambaU-Lite: A Leap in Skin Cancer Detection

MambaU-Lite model improves skin lesion segmentation for early cancer detection.

Thi-Nhu-Quynh Nguyen, Quang-Huy Ho, Duy-Thai Nguyen

2025-04-23T19:59:45+00:00 ― 7 min read

Image and Video Processing Improving Kidney Glomeruli Segmentation with CovHuSeg

A new approach enhances segmentation accuracy in kidney pathology images.

Huy Trinh, Khang Tran, Nam Nguyen

2025-04-22T22:49:30+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Celiac Disease Diagnosis with MeasureNet

MeasureNet improves accuracy in detecting celiac disease through smart measurement techniques.

Aayush Kumar Tyagi, Vaibhav Mishra, Ashok Tiwari

2025-04-22T18:49:45+00:00 ― 6 min read

Computer Vision and Pattern Recognition Transforming Noise into Visual Art with Diffusion Models

Learn how diffusion models create stunning visuals from random noise.

Chicago Y. Park, Michael T. McCann, Cristina Garcia-Cardona

2025-04-22T11:13:00+00:00 ― 6 min read

Computer Vision and Pattern Recognition Improving Accuracy in Medical Reporting Through Machine Learning

A new method enhances the accuracy of medical reports using machine learning.

Arnold Caleb Asiimwe, Dídac Surís, Pranav Rajpurkar

2025-04-22T05:37:00+00:00 ― 6 min read

Quantum Physics Quantum Gates: The Future of Computing

Explore how quantum gates enhance technology through composite pulses.

Hayk L. Gevorgyan

2025-04-22T04:13:42+00:00 ― 6 min read

Quantum Physics Diamond Defects Detect Magnetic Fields with Precision

Scientists use NV centers in diamonds to measure magnetic fields accurately across frequencies.

Zechuan Yin, Justin J. Welter, Connor A. Hart

2025-04-20T10:42:12+00:00 ― 6 min read

Computer Vision and Pattern Recognition PCIM: Making AI Explainable in Medicine

A new method enhances AI's transparency in medical image analysis.

Daniel Siegismund, Mario Wieser, Stephan Heyse

2025-04-19T07:39:54+00:00 ― 7 min read

Image and Video Processing Advancing Denoising Techniques in fMRI Studies

A new method improves clarity of rat fMRI images.

Sima Soltanpour, Arnold Chang, Dan Madularu

2025-04-18T19:08:24+00:00 ― 6 min read

Image and Video Processing Improving Cone-Beam CT with DiffVox

DiffVox offers a faster, safer method for medical imaging.

Mohammadhossein Momeni, Vivek Gopalakrishnan, Neel Dey

2025-04-18T09:16:12+00:00 ― 6 min read

Radiology and Imaging Insights into Alzheimer's Disease and Biomarkers

A look at how biomarkers help predict cognitive decline in Alzheimer's patients.

Tom Earnest, Braden Yang, Deydeep Kothapalli

2025-04-16T02:51:40+00:00 ― 6 min read

Computer Vision and Pattern Recognition Advancing 3D Graphics: A New Era in Rendering

This article discusses a new method for realistic 3D image rendering.

Chinmay Talegaonkar, Yash Belhe, Ravi Ramamoorthi

2025-04-16T01:01:12+00:00 ― 9 min read

Computer Vision and Pattern Recognition CUFIT: A Smart Solution for Noisy Labels

CUFIT helps models learn better amidst noisy labels in image analysis.

Yeonguk Yu, Minhwan Ko, Sungho Shin

2025-04-15T22:03:00+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Medical Image Analysis with Two-Stage Learning

A new method enhances medical image analysis using labeled and unlabeled data.

Luca Ciampi, Gabriele Lagani, Giuseppe Amato

2025-04-15T02:33:00+00:00 ― 7 min read

Image and Video Processing Enhancing CT Imaging with Self-Supervised Denoiser Framework

New techniques improve CT scan images without high-quality data.

Emilien Valat, Andreas Hauptmann, Ozan Öktem

2025-04-14T16:26:24+00:00 ― 5 min read

Computer Vision and Pattern Recognition Enhancing Image Segmentation with Mask-Adapter

A new approach to image segmentation improves recognition capabilities for unseen categories.

Yongkang Li, Tianheng Cheng, Wenyu Liu

2025-04-12T11:09:09+00:00 ― 6 min read

Image and Video Processing Transforming Adenoid Hypertrophy Diagnosis with TSUBF-Net

TSUBF-Net improves CT scan analysis for adenoid hypertrophy, aiding diagnosis and treatment.

Rulin Zhou, Yingjie Feng, Guankun Wang

2025-04-10T03:52:12+00:00 ― 6 min read

Computer Vision and Pattern Recognition AI in Medical Imaging: Friend or Foe?

Examining AI's role and challenges in medical image analysis.

Théo Sourget, Michelle Hestbek-Møller, Amelia Jiménez-Sánchez

2025-04-10T01:22:21+00:00 ― 7 min read

Computer Vision and Pattern Recognition Speeding Up Image Restoration with Measurement Optimization

Discover how Measurement Optimization transforms image processing for clearer results.

Tianyu Chen, Zhendong Wang, Mingyuan Zhou

2025-04-09T15:44:33+00:00 ― 6 min read

Computation and Language Revolutionizing Radiology Reports with RadCouncil

RadCouncil streamlines radiology report writing, easing the workload for radiologists.

Fang Zeng, Zhiliang Lyu, Quanzheng Li

2025-04-08T22:53:24+00:00 ― 6 min read

Quantum Physics The Future of Light: Correlated Photon-Pair Combs

Scientists create special light sources for secure communication and advanced technology.

Aryan Bhardwaj, Debanuj Chatterjee, Ashutosh Kumar Singh

2025-04-08T16:05:02+00:00 ― 7 min read

Image and Video Processing New Model Improves Detection of Liver Metastases in Colorectal Cancer

A groundbreaking model enhances early detection of liver metastases from colorectal cancer.

Xueyang Li, Han Xiao, Weixiang Weng

2025-04-08T07:27:18+00:00 ― 6 min read

Image and Video Processing Revolutionizing Stroke Lesion Detection with Synthetic MRI Techniques

New synthetic MRI methods improve stroke lesion detection accuracy for better patient outcomes.

Liam Chalcroft, Jenny Crinion, Cathy J. Price

2025-04-07T11:25:26+00:00 ― 7 min read

Medical Physics Revolutionizing Heart Imaging with PET Scans

New methods improve PET scans for heart health assessment.

Myungheon Chin, Sarah J Zou, Garry Chinn

2025-04-07T02:40:00+00:00 ― 6 min read

Probability Decoding the Dance of Randomness: WTFBFs

Discover the fascinating world of Weighted Tensorized Fractional Brownian Fields and their applications.

Céline Esser, Laurent Loosveldt, Béatrice Vedel

2025-04-05T02:03:30+00:00 ― 7 min read

Computer Vision and Pattern Recognition Estimating Brain Age: A New Approach to Brain Health

A groundbreaking framework helps estimate biological brain age using MRI data.

Abd Ur Rehman, Azka Rehman, Muhammad Usman

2025-04-04T02:31:39+00:00 ― 6 min read

Computer Vision and Pattern Recognition RefSAM3D: Transforming 3D Medical Image Segmentation

A new model that improves segmentation accuracy in 3D medical images.

Xiang Gao, Kai Lu

2025-04-04T00:07:12+00:00 ― 8 min read

Numerical Analysis New Modeling Techniques for Optical Waveguides

Researchers improve light pulse modeling in optical waveguides, enhancing telecommunications and medical tools.

Ankit Chakraborty, Judit Munoz-Matute, Leszek Demkowicz

2025-04-03T12:45:50+00:00 ― 9 min read

Medical Physics Revolutionizing PET Imaging with New Techniques

A new method enhances PET image quality and reduces complexity for doctors.

George Webber, Yuya Mizuno, Oliver D. Howes

2025-04-03T07:06:50+00:00 ― 6 min read