医学 AI - arXivDaily 专题

2403.13612 2024-10-24 cs.LG stat.ML 57%

Does Differentially Private Synthetic Data Lead to Synthetic Discoveries?

Ileana Montoya Perez, Parisa Movahedi, Valtteri Nieminen, Antti Airola, Tapio Pahikkala

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

Journal ref Methods Inf Med 2024; 63(01/02): 035-051

2311.13717 2024-10-23 cs.CV 57%

Feature Extraction for Generative Medical Imaging Evaluation: New Evidence Against an Evolving Trend

McKell Woodland, Austin Castelo, Mais Al Taie, Jessica Albuquerque Marques Silva, Mohamed Eltaher, Frank Mohn, Alexander Shieh, Suprateek Kundu, Joshua P. Yung, Ankit B. Patel, Kristy K. Brock

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

Comments This preprint has not undergone peer review or any post-submission improvements or corrections. The Version of Record of this contribution is published in LNCS vol. 15012, and is available online at https://doi.org/10.1007/978-3-031-72390-2_9

Journal ref MICCAI 2024. Lecture Notes in Computer Science, vol 15012. Springer, Cham (2024)

2410.13351 2024-10-18 cs.CL cs.AI cs.LG 57%

Representation Learning of Structured Data for Medical Foundation Models

Vijay Prakash Dwivedi, Viktor Schlegel, Andy T. Liu, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Jeng Wei, Wei-Hsian Yin, Stefan Winkler, Robby T. Tan

专题命中医学数据与评测：CT(abstract)；分类 cs.LG

Comments NeurIPS 2024 Workshop on Unifying Representations in Neural Models (UniReps 2024)

2404.18101 2024-10-15 cs.LG 57%

Advancing Supervised Learning with the Wave Loss Function: A Robust and Smooth Approach

Mushir Akhtar, M. Tanveer, Mohd. Arshad

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

Journal ref Pattern Recognition, Elsevier (2024)

2401.03609 2024-10-10 cs.LG cs.AI 57%

Multi-Modal Federated Learning for Cancer Staging over Non-IID Datasets with Unbalanced Modalities

Kasra Borazjani, Naji Khosravan, Leslie Ying, Seyyedali Hosseinalipour

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

Comments Published in IEEE Transactions on Medical Imaging (TMI), DOI: https://doi.org/10.1109/TMI.2024.3450855

Journal ref IEEE Transactions on Medical Imaging, 2024

2410.05577 2024-10-10 cs.CV 57%

Underwater Object Detection in the Era of Artificial Intelligence: Current, Challenge, and Future

Long Chen, Yuzhi Huang, Junyu Dong, Qi Xu, Sam Kwong, Huimin Lu, Huchuan Lu, Chongyi Li

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

2102.09342 2024-10-08 cs.CY cs.LG 57%

FedMood: Federated Learning on Mobile Health Data for Mood Detection

Xiaohang Xu, Hao Peng, Lichao Sun, Md Zakirul Alam Bhuiyan, Lianzhong Liu, Lifang He

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

2410.01813 2024-10-04 cs.CV cs.AI 57%

Privacy-Preserving SAM Quantization for Efficient Edge Intelligence in Healthcare

Zhikai Li, Jing Zhang, Qingyi Gu

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

2410.00034 2024-10-02 cs.LG 57%

Prediction and Detection of Terminal Diseases Using Internet of Medical Things: A Review

Akeem Temitope Otapo, Alice Othmani, Ghazaleh Khodabandelou, Zuheng Ming

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

2409.10932 2024-10-02 cs.LG cs.AI 57%

Early Detection of Coronary Heart Disease Using Hybrid Quantum Machine Learning Approach

Mehroush Banday, Sherin Zafar, Parul Agarwal, M Afshar Alam, Abubeker K M

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

Comments I found a mistake in methodology presentation. Also I have observed more precised results with new dataset. So my research guide ask me to modify the current version

2409.19934 2024-10-01 cs.CV 57%

Leveraging Pre-trained Models for Robust Federated Learning for Kidney Stone Type Recognition

Ivan Reyes-Amezcua, Michael Rojas-Ruiz, Gilberto Ochoa-Ruiz, Andres Mendez-Vazquez, Christian Daul

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

2303.15563 2024-10-01 cs.LG cs.CR 57%

Privacy-preserving machine learning for healthcare: open challenges and future perspectives

Alejandro Guerra-Manzanares, L. Julian Lechuga Lopez, Michail Maniatakos, Farah E. Shamout

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

Comments ICLR 2023 Workshop on Trustworthy Machine Learning for Healthcare (TML4H)

Journal ref Trustworthy Machine Learning for Healthcare. TML4H 2023. Lecture Notes in Computer Science, vol 13932

2409.18907 2024-09-30 cs.LG 57%

In-depth Analysis of Privacy Threats in Federated Learning for Medical Data

Badhan Chandra Das, M. Hadi Amini, Yanzhao Wu

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

2409.13473 2024-09-23 cs.LG 57%

Flotta: a Secure and Flexible Spark-inspired Federated Learning Framework

Claudio Bonesana, Daniele Malpetti, Sandra Mitrović, Francesca Mangili, Laura Azzimonti

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

Comments Accepted for publication at FLTA 2024: The 2nd IEEE International Conference on Federated Learning Technologies and Applications

2309.02250 2024-09-23 cs.LG 57%

RoBoSS: A Robust, Bounded, Sparse, and Smooth Loss Function for Supervised Learning

Mushir Akhtar, M. Tanveer, Mohd. Arshad

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

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024

2409.12350 2024-09-20 cs.CV cs.AI 57%

Advancing Cucumber Disease Detection in Agriculture through Machine Vision and Drone Technology

Syada Tasfia Rahman, Nishat Vasker, Amir Khabbab Ahammed, Mahamudul Hasan

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

Comments 10 page and 6 figure

2304.01085 2024-09-19 cs.CV 57%

Unsupervised Cross-domain Pulmonary Nodule Detection without Source Data

Rui Xu, Yong Luo, Bo Du

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

2409.00980 2024-09-05 cs.LG cs.AI 57%

DNN-GDITD: Out-of-distribution detection via Deep Neural Network based Gaussian Descriptor for Imbalanced Tabular Data

Priyanka Chudasama, Anil Surisetty, Aakarsh Malhotra, Alok Singh

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

Comments 17 pages

2408.11571 2024-09-05 cs.CV 57%

CHOTA: A Higher Order Accuracy Metric for Cell Tracking

Timo Kaiser, Vladimir Ulman, Bodo Rosenhahn

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

Comments Accepted at BIC Workshop at European Conference on Computer Vision 2024, 14 pages, 4 figures, 2 tables

2409.01025 2024-09-04 cs.LG 57%

Variation in prediction accuracy due to randomness in data division and fair evaluation using interval estimation

Isao Goto

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

Comments 9 pages, 3 figs, 5 tables

2409.00848 2024-09-04 cs.LG cs.DC 57%

Federated Aggregation of Mallows Rankings: A Comparative Analysis of Borda and Lehmer Coding

Jin Sima, Vishal Rana, Olgica Milenkovic

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

2409.00726 2024-09-04 cs.CV cs.AI 57%

LPUWF-LDM: Enhanced Latent Diffusion Model for Precise Late-phase UWF-FA Generation on Limited Dataset

Zhaojie Fang, Xiao Yu, Guanyu Zhou, Ke Zhuang, Yifei Chen, Ruiquan Ge, Changmiao Wang, Gangyong Jia, Qing Wu, Juan Ye, Maimaiti Nuliqiman, Peifang Xu, Ahmed Elazab

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

Comments 13 pages, 7 figures

2408.13217 2024-08-26 cs.LG cs.AI 57%

HBIC: A Biclustering Algorithm for Heterogeneous Datasets

Adán José-García, Julie Jacques, Clément Chauvet, Vincent Sobanski, Clarisse Dhaenens

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

Comments 11 pages, 5 figures

2407.17540 2024-07-26 eess.SP 57%

Wavelet-based Autoencoder and EfficientNet for Schizophrenia Detection from EEG Signals

Umesh Kumar Naik M, Shaik Rafi Ahamed

专题命中医学数据与评测：diagnosis(abstract)；分类 eess.SP

2404.13235 2024-07-19 cs.LG 57%

TrialDura: Hierarchical Attention Transformer for Interpretable Clinical Trial Duration Prediction

Ling Yue, Jonathan Li, Sixue Xing, Md Zabirul Islam, Bolun Xia, Tianfan Fu, Jintai Chen

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

2407.12780 2024-07-18 physics.med-ph eess.IV 57%

Hallucination Index: An Image Quality Metric for Generative Reconstruction Models

Matthew Tivnan, Siyeop Yoon, Zhennong Chen, Xiang Li, Dufan Wu, Quanzheng Li

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

2407.06226 2024-07-10 quant-ph cs.LG 57%

Quantum Machine Learning with Application to Progressive Supranuclear Palsy Network Classification

Papri Saha

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

2304.01838 2024-07-09 cs.CV cs.AI 57%

BugNIST -- a Large Volumetric Dataset for Object Detection under Domain Shift

Patrick Møller Jensen, Vedrana Andersen Dahl, Carsten Gundlach, Rebecca Engberg, Hans Martin Kjer, Anders Bjorholm Dahl

专题命中医学数据与评测：CT(abstract)；分类 cs.CV

Comments 31 pages, 12 figures, 5 tables

2407.05218 2024-07-09 cs.CV 57%

Effect of Rotation Angle in Self-Supervised Pre-training is Dataset-Dependent

Amy Saranchuk, Michael Guerzhoy

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

Comments Presented at the Conference on Robots and Vision (CRV) Workshops, 2024

2405.07735 2024-07-08 quant-ph cs.AI cs.LG 57%

Federated Hierarchical Tensor Networks: a Collaborative Learning Quantum AI-Driven Framework for Healthcare

Amandeep Singh Bhatia, David E. Bernal Neira

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

Comments 12 pages, 8 figures

1. 医学数据与评测 2136 篇

Does Differentially Private Synthetic Data Lead to Synthetic Discoveries?

Feature Extraction for Generative Medical Imaging Evaluation: New Evidence Against an Evolving Trend

Representation Learning of Structured Data for Medical Foundation Models

Advancing Supervised Learning with the Wave Loss Function: A Robust and Smooth Approach

Multi-Modal Federated Learning for Cancer Staging over Non-IID Datasets with Unbalanced Modalities

Underwater Object Detection in the Era of Artificial Intelligence: Current, Challenge, and Future

FedMood: Federated Learning on Mobile Health Data for Mood Detection

Privacy-Preserving SAM Quantization for Efficient Edge Intelligence in Healthcare

Prediction and Detection of Terminal Diseases Using Internet of Medical Things: A Review

Early Detection of Coronary Heart Disease Using Hybrid Quantum Machine Learning Approach

Leveraging Pre-trained Models for Robust Federated Learning for Kidney Stone Type Recognition

Privacy-preserving machine learning for healthcare: open challenges and future perspectives

In-depth Analysis of Privacy Threats in Federated Learning for Medical Data

Flotta: a Secure and Flexible Spark-inspired Federated Learning Framework

RoBoSS: A Robust, Bounded, Sparse, and Smooth Loss Function for Supervised Learning

Advancing Cucumber Disease Detection in Agriculture through Machine Vision and Drone Technology

Unsupervised Cross-domain Pulmonary Nodule Detection without Source Data

DNN-GDITD: Out-of-distribution detection via Deep Neural Network based Gaussian Descriptor for Imbalanced Tabular Data

CHOTA: A Higher Order Accuracy Metric for Cell Tracking

Variation in prediction accuracy due to randomness in data division and fair evaluation using interval estimation

Federated Aggregation of Mallows Rankings: A Comparative Analysis of Borda and Lehmer Coding

LPUWF-LDM: Enhanced Latent Diffusion Model for Precise Late-phase UWF-FA Generation on Limited Dataset

HBIC: A Biclustering Algorithm for Heterogeneous Datasets

Wavelet-based Autoencoder and EfficientNet for Schizophrenia Detection from EEG Signals

TrialDura: Hierarchical Attention Transformer for Interpretable Clinical Trial Duration Prediction

Hallucination Index: An Image Quality Metric for Generative Reconstruction Models

Quantum Machine Learning with Application to Progressive Supranuclear Palsy Network Classification

BugNIST -- a Large Volumetric Dataset for Object Detection under Domain Shift

Effect of Rotation Angle in Self-Supervised Pre-training is Dataset-Dependent

Federated Hierarchical Tensor Networks: a Collaborative Learning Quantum AI-Driven Framework for Healthcare