医学 AI - arXivDaily 专题

2410.16143 2024-10-22 eess.IV cs.CV 62%

An Explainable Contrastive-based Dilated Convolutional Network with Transformer for Pediatric Pneumonia Detection

Chandravardhan Singh Raghaw, Parth Shirish Bhore, Mohammad Zia Ur Rehman, Nagendra Kumar

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.CV、eess.IV

Journal ref Applied Soft Computing 167PA (2024) 112258

2402.10478 2024-10-15 cs.CV cs.LG 62%

CodaMal: Contrastive Domain Adaptation for Malaria Detection in Low-Cost Microscopes

Ishan Rajendrakumar Dave, Tristan de Blegiers, Chen Chen, Mubarak Shah

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.CV、cs.LG

Comments ICIP 2024 (Oral Presentation). Project Page: https://daveishan.github.io/codamal-webpage/

2407.03878 2024-10-08 stat.ML cs.LG eess.SP 62%

Geodesic Optimization for Predictive Shift Adaptation on EEG data

Apolline Mellot, Antoine Collas, Sylvain Chevallier, Alexandre Gramfort, Denis A. Engemann

专题命中医学数据与评测：biomedical(abstract)；分类 cs.LG、eess.SP

2410.02443 2024-10-04 cs.CV cs.AI cs.LG 62%

Clinnova Federated Learning Proof of Concept: Key Takeaways from a Cross-border Collaboration

Julia Alekseenko, Bram Stieltjes, Michael Bach, Melanie Boerries, Oliver Opitz, Alexandros Karargyris, Nicolas Padoy

专题命中医学数据与评测：MRI(abstract)；分类 cs.CV、cs.LG

2409.20195 2024-10-04 cs.CV cs.AI cs.LG 62%

Forecasting Disease Progression with Parallel Hyperplanes in Longitudinal Retinal OCT

Arunava Chakravarty, Taha Emre, Dmitrii Lachinov, Antoine Rivail, Hendrik Scholl, Lars Fritsche, Sobha Sivaprasad, Daniel Rueckert, Andrew Lotery, Ursula Schmidt-Erfurth, Hrvoje Bogunović

专题命中医学数据与评测：medical image(abstract)；分类 cs.CV、cs.LG

Comments accepted in MICCAI 2024

2309.15551 2024-10-04 cs.LG cs.AI cs.CV 62%

DeepRepViz: Identifying Confounders in Deep Learning Model Predictions

Roshan Prakash Rane, JiHoon Kim, Arjun Umesha, Didem Stark, Marc-André Schulz, Kerstin Ritter

专题命中医学数据与评测：MRI(abstract)；分类 cs.CV、cs.LG

Journal ref MICCAI 2024. Lecture Notes in Computer Science, vol 15010. pp 186 to 196. Springer, Cham

2409.11836 2024-09-19 eess.IV cs.CV 62%

NT-ViT: Neural Transcoding Vision Transformers for EEG-to-fMRI Synthesis

Romeo Lanzino, Federico Fontana, Luigi Cinque, Francesco Scarcello, Atsuto Maki

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.CV、eess.IV

Comments ECCV24 Workshop on Synthetic Data for Computer Vision

2408.12466 2024-08-23 cs.CV cs.AI cs.LG 62%

WCEbleedGen: A wireless capsule endoscopy dataset and its benchmarking for automatic bleeding classification, detection, and segmentation

Palak Handa, Manas Dhir, Amirreza Mahbod, Florian Schwarzhans, Ramona Woitek, Nidhi Goel, Deepak Gunjan

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.CV、cs.LG

2408.00772 2024-08-05 eess.IV cs.CV 62%

Hybrid Deep Learning Framework for Enhanced Melanoma Detection

Peng Zhang, Divya Chaudhary

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.CV、eess.IV

2407.15526 2024-07-31 cs.CV cs.AI cs.CR cs.LG 62%

Synthetic Image Learning: Preserving Performance and Preventing Membership Inference Attacks

Eugenio Lomurno, Matteo Matteucci

专题命中医学数据与评测：medical image(abstract)；分类 cs.CV、cs.LG

2407.17780 2024-07-26 eess.IV cs.CV 62%

HF-Fed: Hierarchical based customized Federated Learning Framework for X-Ray Imaging

Tajamul Ashraf, Tisha Madame

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.CV、eess.IV

2406.13705 2024-07-09 eess.IV cs.AI cs.CV 62%

EndoUIC: Promptable Diffusion Transformer for Unified Illumination Correction in Capsule Endoscopy

Long Bai, Tong Chen, Qiaozhi Tan, Wan Jun Nah, Yanheng Li, Zhicheng He, Sishen Yuan, Zhen Chen, Jinlin Wu, Mobarakol Islam, Zhen Li, Hongbin Liu, Hongliang Ren

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.CV、eess.IV

Comments To appear in MICCAI 2024. Code and dataset availability: https://github.com/longbai1006/EndoUIC

2311.09402 2024-07-09 cs.CV cs.LG 62%

Synthetically Enhanced: Unveiling Synthetic Data's Potential in Medical Imaging Research

Bardia Khosravi, Frank Li, Theo Dapamede, Pouria Rouzrokh, Cooper U. Gamble, Hari M. Trivedi, Cody C. Wyles, Andrew B. Sellergren, Saptarshi Purkayastha, Bradley J. Erickson, Judy W. Gichoya

专题命中医学数据与评测：pathology(abstract)；分类 cs.CV、cs.LG

2406.12456 2024-06-24 eess.IV cs.CV 62%

Deep-learning-based groupwise registration for motion correction of cardiac $T_1$ mapping

Yi Zhang, Yidong Zhao, Lu Huang, Liming Xia, Qian Tao

专题命中医学数据与评测：MRI(abstract)；分类 cs.CV、eess.IV

Comments MICCAI 2024. Contents may slightly differ from the camera-ready version

2406.12815 2024-06-19 cs.LG cs.AI cs.DC eess.IV stat.ML 62%

Privacy Preserving Federated Learning in Medical Imaging with Uncertainty Estimation

Nikolas Koutsoubis, Yasin Yilmaz, Ravi P. Ramachandran, Matthew Schabath, Ghulam Rasool

专题命中医学数据与评测：medical image(abstract)；分类 cs.LG、eess.IV

Comments 31 pages, 5 figures, 3 tables, Journal preprint

2405.10803 2024-05-20 eess.IV cs.CV 62%

A Large-scale Multi Domain Leukemia Dataset for the White Blood Cells Detection with Morphological Attributes for Explainability

Abdul Rehman, Talha Meraj, Aiman Mahmood Minhas, Ayisha Imran, Mohsen Ali, Waqas Sultani

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.CV、eess.IV

Comments Early Accept

2405.03541 2024-05-07 cs.CV cs.AI cs.LG 62%

RepVGG-GELAN: Enhanced GELAN with VGG-STYLE ConvNets for Brain Tumour Detection

Thennarasi Balakrishnan, Sandeep Singh Sengar

专题命中医学数据与评测：medical image(abstract)；分类 cs.CV、cs.LG

2405.02208 2024-05-06 eess.IV cs.CV 62%

Reference-Free Image Quality Metric for Degradation and Reconstruction Artifacts

Han Cui, Alfredo De Goyeneche, Efrat Shimron, Boyuan Ma, Michael Lustig

专题命中医学数据与评测：MRI(abstract)；分类 cs.CV、eess.IV

2404.15585 2024-04-25 cs.LG eess.IV 62%

Brain Storm Optimization Based Swarm Learning for Diabetic Retinopathy Image Classification

Liang Qu, Cunze Wang, Yuhui Shi

专题命中医学数据与评测：medical image(abstract)；分类 cs.LG、eess.IV

2404.10600 2024-04-17 cs.CV cs.LG 62%

Intra-operative tumour margin evaluation in breast-conserving surgery with deep learning

Wei-Chung Shia, Yu-Len Huang, Yi-Chun Chen, Hwa-Koon Wu, Dar-Ren Chen

专题命中医学数据与评测：pathology(abstract)；分类 cs.CV、cs.LG

Comments 1 pages, 6 figures and 2 tables

2403.18196 2024-03-28 cs.LG cs.AI cs.CV cs.CY 62%

Looking Beyond What You See: An Empirical Analysis on Subgroup Intersectional Fairness for Multi-label Chest X-ray Classification Using Social Determinants of Racial Health Inequities

Dana Moukheiber, Saurabh Mahindre, Lama Moukheiber, Mira Moukheiber, Mingchen Gao

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.CV、cs.LG

Comments ICCV CVAMD 2023

2403.02531 2024-03-06 cs.LG cs.CV 62%

Density-based Isometric Mapping

Bardia Yousefi, Mélina Khansari, Ryan Trask, Patrick Tallon, Carina Carino, Arman Afrasiyabi, Vikas Kundra, Lan Ma, Lei Ren, Keyvan Farahani, Michelle Hershman

专题命中医学数据与评测：CT(abstract)；分类 cs.CV、cs.LG

Comments This is the author's version

2306.12217 2024-03-06 eess.IV cs.CV 62%

Lumbar spine segmentation in MR images: a dataset and a public benchmark

Jasper W. van der Graaf, Miranda L. van Hooff, Constantinus F. M. Buckens, Matthieu Rutten, Job L. C. van Susante, Robert Jan Kroeze, Marinus de Kleuver, Bram van Ginneken, Nikolas Lessmann

专题命中医学数据与评测：MRI(abstract)；分类 cs.CV、eess.IV

Comments Published in Scientific Data

Journal ref Scientific Data 11.1 (2024): 264

2403.02163 2024-03-05 eess.IV cs.CV 62%

REAL-Colon: A dataset for developing real-world AI applications in colonoscopy

Carlo Biffi, Giulio Antonelli, Sebastian Bernhofer, Cesare Hassan, Daizen Hirata, Mineo Iwatate, Andreas Maieron, Pietro Salvagnini, Andrea Cherubini

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.CV、eess.IV

Comments 12 pages, 5 tables, 7 figures

2402.09316 2024-02-15 cs.CV cs.LG 62%

Only My Model On My Data: A Privacy Preserving Approach Protecting one Model and Deceiving Unauthorized Black-Box Models

Weiheng Chai, Brian Testa, Huantao Ren, Asif Salekin, Senem Velipasalar

专题命中医学数据与评测：medical image(abstract)；分类 cs.CV、cs.LG

2402.08749 2024-02-15 cs.CV cs.LG 62%

Automated detection of motion artifacts in brain MR images using deep learning and explainable artificial intelligence

Marina Manso Jimeno, Keerthi Sravan Ravi, Maggie Fung, John Thomas Vaughan,, Sairam Geethanath

专题命中医学数据与评测：MRI(abstract)；分类 cs.CV、cs.LG

Comments 25 pages, 9 figures, 1 table. Submitted to NMR in Biomedicine

2402.02183 2024-02-07 cs.CV eess.IV 62%

Detecting Respiratory Pathologies Using Convolutional Neural Networks and Variational Autoencoders for Unbalancing Data

María Teresa García-Ordás, José Alberto Benítez-Andrades, Isaías García-Rodríguez, Carmen Benavides, Héctor Alaiz-Moretón

专题命中医学数据与评测：biomedical(abstract)；分类 cs.CV、eess.IV

Journal ref Sensors 2020, Volume 20 Issue 4, ID 1214

2401.12344 2024-01-24 cs.CV cs.AI cs.LG 62%

OCT-SelfNet: A Self-Supervised Framework with Multi-Modal Datasets for Generalized and Robust Retinal Disease Detection

Fatema-E Jannat, Sina Gholami, Minhaj Nur Alam, Hamed Tabkhi

专题命中医学数据与评测：medical AI(abstract)；分类 cs.CV、cs.LG

Comments 12 pages, 7 figures, 6 tables

2312.12824 2023-12-21 eess.IV cs.CV 62%

FedSODA: Federated Cross-assessment and Dynamic Aggregation for Histopathology Segmentation

Yuan Zhang, Yaolei Qi, Xiaoming Qi, Lotfi Senhadji, Yongyue Wei, Feng Chen, Guanyu Yang

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.CV、eess.IV

Comments Accepted by ICASSP2024

2302.12662 2023-12-19 eess.IV cs.CV 62%

FedDBL: Communication and Data Efficient Federated Deep-Broad Learning for Histopathological Tissue Classification

Tianpeng Deng, Yanqi Huang, Guoqiang Han, Zhenwei Shi, Jiatai Lin, Qi Dou, Zaiyi Liu, Xiao-jing Guo, C. L. Philip Chen, Chu Han

专题命中医学数据与评测：pathology(abstract)；分类 cs.CV、eess.IV

1. 医学数据与评测 2119 篇

An Explainable Contrastive-based Dilated Convolutional Network with Transformer for Pediatric Pneumonia Detection

CodaMal: Contrastive Domain Adaptation for Malaria Detection in Low-Cost Microscopes

Geodesic Optimization for Predictive Shift Adaptation on EEG data

Clinnova Federated Learning Proof of Concept: Key Takeaways from a Cross-border Collaboration

Forecasting Disease Progression with Parallel Hyperplanes in Longitudinal Retinal OCT

DeepRepViz: Identifying Confounders in Deep Learning Model Predictions

NT-ViT: Neural Transcoding Vision Transformers for EEG-to-fMRI Synthesis

WCEbleedGen: A wireless capsule endoscopy dataset and its benchmarking for automatic bleeding classification, detection, and segmentation

Hybrid Deep Learning Framework for Enhanced Melanoma Detection

Synthetic Image Learning: Preserving Performance and Preventing Membership Inference Attacks

HF-Fed: Hierarchical based customized Federated Learning Framework for X-Ray Imaging

EndoUIC: Promptable Diffusion Transformer for Unified Illumination Correction in Capsule Endoscopy

Synthetically Enhanced: Unveiling Synthetic Data's Potential in Medical Imaging Research

Deep-learning-based groupwise registration for motion correction of cardiac $T_1$ mapping

Privacy Preserving Federated Learning in Medical Imaging with Uncertainty Estimation

A Large-scale Multi Domain Leukemia Dataset for the White Blood Cells Detection with Morphological Attributes for Explainability

RepVGG-GELAN: Enhanced GELAN with VGG-STYLE ConvNets for Brain Tumour Detection

Reference-Free Image Quality Metric for Degradation and Reconstruction Artifacts

Brain Storm Optimization Based Swarm Learning for Diabetic Retinopathy Image Classification

Intra-operative tumour margin evaluation in breast-conserving surgery with deep learning

Looking Beyond What You See: An Empirical Analysis on Subgroup Intersectional Fairness for Multi-label Chest X-ray Classification Using Social Determinants of Racial Health Inequities

Density-based Isometric Mapping

Lumbar spine segmentation in MR images: a dataset and a public benchmark

REAL-Colon: A dataset for developing real-world AI applications in colonoscopy

Only My Model On My Data: A Privacy Preserving Approach Protecting one Model and Deceiving Unauthorized Black-Box Models

Automated detection of motion artifacts in brain MR images using deep learning and explainable artificial intelligence

Detecting Respiratory Pathologies Using Convolutional Neural Networks and Variational Autoencoders for Unbalancing Data

OCT-SelfNet: A Self-Supervised Framework with Multi-Modal Datasets for Generalized and Robust Retinal Disease Detection

FedSODA: Federated Cross-assessment and Dynamic Aggregation for Histopathology Segmentation

FedDBL: Communication and Data Efficient Federated Deep-Broad Learning for Histopathological Tissue Classification