医学 AI - arXivDaily 专题

2312.07489 2023-12-13 cs.CV 57%

NearbyPatchCL: Leveraging Nearby Patches for Self-Supervised Patch-Level Multi-Class Classification in Whole-Slide Images

Gia-Bao Le, Van-Tien Nguyen, Trung-Nghia Le, Minh-Triet Tran

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

Comments MMM 2024

2207.05784 2023-12-05 cs.SD cs.LG eess.AS 57%

Distilled Non-Semantic Speech Embeddings with Binary Neural Networks for Low-Resource Devices

Harlin Lee, Aaqib Saeed

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

Journal ref Pattern Recognition Letters, vol. 177, pp. 15-19, 2024

2311.17334 2023-11-30 cs.CV 57%

Long-tailed multi-label classification with noisy label of thoracic diseases from chest X-ray

Haoran Lai, Qingsong Yao, Zhiyang He, Xiaodong Tao, S Kevin Zhou

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

2311.15072 2023-11-28 cs.CV cs.AI 57%

Introducing SSBD+ Dataset with a Convolutional Pipeline for detecting Self-Stimulatory Behaviours in Children using raw videos

Vaibhavi Lokegaonkar, Vijay Jaisankar, Pon Deepika, Madhav Rao, T K Srikanth, Sarbani Mallick, Manjit Sodhi

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

Comments Copyright 2023 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

2311.14469 2023-11-27 cs.LG cs.NI 57%

Fault Detection in Telecom Networks using Bi-level Federated Graph Neural Networks

R. Bourgerie, T. Zanouda

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

Comments This paper has been accepted as part of the The 2nd International Workshop on Federated Learning with Graph Data, colocated at EEE ICDM 2023

2311.14448 2023-11-27 eess.IV cs.AI 57%

Deep Learning for Automatic Strain Quantification in Arrhythmogenic Right Ventricular Cardiomyopathy

Laura Alvarez-Florez, Jörg Sander, Mimount Bourfiss, Fleur V. Y. Tjong, Birgitta K. Velthuis, Ivana Išgum

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

Comments Statistical Atlases and Computational Modeling of the Heart (STACOM) workshop accepted paper

2311.11669 2023-11-21 cs.CV 57%

PMP-Swin: Multi-Scale Patch Message Passing Swin Transformer for Retinal Disease Classification

Zhihan Yang, Zhiming Cheng, Tengjin Weng, Shucheng He, Yaqi Wang, Xin Ye, Shuai Wang

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

Comments 9 pages, 7 figures

2311.09165 2023-11-16 cs.LG 57%

Approaching adverse event detection utilizing transformers on clinical time-series

Helge Fredriksen, Per Joel Burman, Ashenafi Woldaregay, Karl Øyvind Mikalsen, Ståle Nymo

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

Comments 10 pages, 6 figures

2311.04937 2023-11-10 cs.LG cs.AI 57%

Multimodal Clinical Benchmark for Emergency Care (MC-BEC): A Comprehensive Benchmark for Evaluating Foundation Models in Emergency Medicine

Emma Chen, Aman Kansal, Julie Chen, Boyang Tom Jin, Julia Rachel Reisler, David A Kim, Pranav Rajpurkar

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

Comments Thirty-seventh Conference on Neural Information Processing Systems Datasets and Benchmarks Track

2311.04606 2023-11-09 cs.LG 57%

Accurate Autism Spectrum Disorder prediction using Support Vector Classifier based on Federated Learning (SVCFL)

Ali Mohammadifar, Hasan Samadbin, Arman Daliri

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

2311.03425 2023-11-08 cs.LG cs.AI 57%

An AI-Guided Data Centric Strategy to Detect and Mitigate Biases in Healthcare Datasets

Faris F. Gulamali, Ashwin S. Sawant, Lora Liharska, Carol R. Horowitz, Lili Chan, Patricia H. Kovatch, Ira Hofer, Karandeep Singh, Lynne D. Richardson, Emmanuel Mensah, Alexander W Charney, David L. Reich, Jianying Hu, Girish N. Nadkarni

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

2108.10717 2023-10-31 cs.LG cs.AI 57%

Improvement of a Prediction Model for Heart Failure Survival through Explainable Artificial Intelligence

Pedro A. Moreno-Sanchez

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

Comments arXiv admin note: text overlap with arXiv:2105.10368

2305.03598 2023-10-31 cs.CL cs.AI cs.LG 57%

NLI4CT: Multi-Evidence Natural Language Inference for Clinical Trial Reports

Maël Jullien, Marco Valentino, Hannah Frost, Paul O'Regan, Donal Landers, André Freitas

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

Comments EMNLP 2023 Camera-ready, 15 pages

2310.17902 2023-10-30 eess.IV 57%

CPIA Dataset: A Comprehensive Pathological Image Analysis Dataset for Self-supervised Learning Pre-training

Nan Ying, Yanli Lei, Tianyi Zhang, Shangqing Lyu, Chunhui Li, Sicheng Chen, Zeyu Liu, Yu Zhao, Guanglei Zhang

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

2310.16273 2023-10-26 cs.CV 57%

Deep Learning for Plant Identification and Disease Classification from Leaf Images: Multi-prediction Approaches

Jianping Yao, Son N. Tran, Saurabh Garg, Samantha Sawyer

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

Comments Jianping and Son are joint first authors (equal contribution)

2310.14364 2023-10-24 cs.CV 57%

A Quantitative Evaluation of Dense 3D Reconstruction of Sinus Anatomy from Monocular Endoscopic Video

Jan Emily Mangulabnan, Roger D. Soberanis-Mukul, Timo Teufel, Isabela Hernández, Jonas Winter, Manish Sahu, Jose L. Porras, S. Swaroop Vedula, Masaru Ishii, Gregory Hager, Russell H. Taylor, Mathias Unberath

专题命中医学数据与评测：CT(abstract)；分类 cs.CV

2310.13893 2023-10-24 cs.LG cs.AI 57%

The Hidden Adversarial Vulnerabilities of Medical Federated Learning

Erfan Darzi, Florian Dubost, Nanna. M. Sijtsema, P. M. A van Ooijen

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

2110.01406 2023-10-17 cs.LG cs.DC cs.PF cs.SE 57%

MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation

Alexandros Karargyris, Renato Umeton, Micah J. Sheller, Alejandro Aristizabal, Johnu George, Srini Bala, Daniel J. Beutel, Victor Bittorf, Akshay Chaudhari, Alexander Chowdhury, Cody Coleman, Bala Desinghu, Gregory Diamos, Debo Dutta, Diane Feddema, Grigori Fursin, Junyi Guo, Xinyuan Huang, David Kanter, Satyananda Kashyap, Nicholas Lane, Indranil Mallick, Pietro Mascagni, Virendra Mehta, Vivek Natarajan, Nikola Nikolov, Nicolas Padoy, Gennady Pekhimenko, Vijay Janapa Reddi, G Anthony Reina, Pablo Ribalta, Jacob Rosenthal, Abhishek Singh, Jayaraman J. Thiagarajan, Anna Wuest, Maria Xenochristou, Daguang Xu, Poonam Yadav, Michael Rosenthal, Massimo Loda, Jason M. Johnson, Peter Mattson

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

2310.06237 2023-10-11 cs.LG cs.CR 57%

Differentially Private Multi-Site Treatment Effect Estimation

Tatsuki Koga, Kamalika Chaudhuri, David Page

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

Comments 16 pages

2309.13185 2023-09-26 cs.LG 57%

Visualizing Topological Importance: A Class-Driven Approach

Yu Qin, Brittany Terese Fasy, Carola Wenk, Brian Summa

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

Comments 11 pages, 11 figures

2206.03420 2023-09-15 cs.LG cs.AI 57%

An Adaptive Federated Relevance Framework for Spatial Temporal Graph Learning

Tiehua Zhang, Yuze Liu, Zhishu Shen, Rui Xu, Xin Chen, Xiaowei Huang, Xi Zheng

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

2309.06677 2023-09-14 cs.CV cs.AI 57%

SHARM: Segmented Head Anatomical Reference Models

Essam A. Rashed, Mohammad al-Shatouri, Ilkka Laakso, Akimasa Hirata

专题命中医学数据与评测：MRI(abstract)；分类 cs.CV

2309.04902 2023-09-12 cs.CV 57%

Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art

Aref Miri Rekavandi, Shima Rashidi, Farid Boussaid, Stephen Hoefs, Emre Akbas, Mohammed bennamoun

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

2309.01076 2023-09-06 cs.LG cs.SD eess.AS 57%

Federated Few-shot Learning for Cough Classification with Edge Devices

Ngan Dao Hoang, Dat Tran-Anh, Manh Luong, Cong Tran, Cuong Pham

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

Comments 21 pages, 5 figures

2308.14784 2023-08-30 cs.LG cs.AI cs.CR cs.DB 57%

Generating tabular datasets under differential privacy

Gianluca Truda

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

2305.11284 2023-08-22 eess.AS cs.AI cs.LG 57%

Federated learning for secure development of AI models for Parkinson's disease detection using speech from different languages

Soroosh Tayebi Arasteh, Cristian David Rios-Urrego, Elmar Noeth, Andreas Maier, Seung Hee Yang, Jan Rusz, Juan Rafael Orozco-Arroyave

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

Comments INTERSPEECH 2023, pp. 5003--5007, Dublin, Ireland

Journal ref INTERSPEECH 2023

2308.09983 2023-08-22 cs.CV 57%

Prototypical Cross-domain Knowledge Transfer for Cervical Dysplasia Visual Inspection

Yichen Zhang, Yifang Yin, Ying Zhang, Zhenguang Liu, Zheng Wang, Roger Zimmermann

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

Comments accepted in ACM Multimedia 2023

2308.08003 2023-08-17 cs.HC cs.LG 57%

BI-LAVA: Biocuration with Hierarchical Image Labeling through Active Learning and Visual Analysis

Juan Trelles, Andrew Wentzel, William Berrios, G. Elisabeta Marai

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

Comments 15 pages, 6 figures

2209.00128 2023-08-10 cs.CV 57%

Archangel: A Hybrid UAV-based Human Detection Benchmark with Position and Pose Metadata

Yi-Ting Shen, Yaesop Lee, Heesung Kwon, Damon M. Conover, Shuvra S. Bhattacharyya, Nikolas Vale, Joshua D. Gray, G. Jeremy Leong, Kenneth Evensen, Frank Skirlo

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

Comments IEEE Access

Journal ref IEEE Access, vol. 11, pp. 80958-80972, 2023

2307.14859 2023-07-28 cs.CV 57%

Comparative Evaluation of Digital and Analog Chest Radiographs to Identify Tuberculosis using Deep Learning Model

Subhankar Chattoraj, Bhargava Reddy, Manoj Tadepalli, Preetham Putha

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

1. 医学数据与评测 2125 篇

NearbyPatchCL: Leveraging Nearby Patches for Self-Supervised Patch-Level Multi-Class Classification in Whole-Slide Images

Distilled Non-Semantic Speech Embeddings with Binary Neural Networks for Low-Resource Devices

Long-tailed multi-label classification with noisy label of thoracic diseases from chest X-ray

Introducing SSBD+ Dataset with a Convolutional Pipeline for detecting Self-Stimulatory Behaviours in Children using raw videos

Fault Detection in Telecom Networks using Bi-level Federated Graph Neural Networks

Deep Learning for Automatic Strain Quantification in Arrhythmogenic Right Ventricular Cardiomyopathy

PMP-Swin: Multi-Scale Patch Message Passing Swin Transformer for Retinal Disease Classification

Approaching adverse event detection utilizing transformers on clinical time-series

Multimodal Clinical Benchmark for Emergency Care (MC-BEC): A Comprehensive Benchmark for Evaluating Foundation Models in Emergency Medicine

Accurate Autism Spectrum Disorder prediction using Support Vector Classifier based on Federated Learning (SVCFL)

An AI-Guided Data Centric Strategy to Detect and Mitigate Biases in Healthcare Datasets

Improvement of a Prediction Model for Heart Failure Survival through Explainable Artificial Intelligence

NLI4CT: Multi-Evidence Natural Language Inference for Clinical Trial Reports

CPIA Dataset: A Comprehensive Pathological Image Analysis Dataset for Self-supervised Learning Pre-training

Deep Learning for Plant Identification and Disease Classification from Leaf Images: Multi-prediction Approaches

A Quantitative Evaluation of Dense 3D Reconstruction of Sinus Anatomy from Monocular Endoscopic Video

The Hidden Adversarial Vulnerabilities of Medical Federated Learning

MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation

Differentially Private Multi-Site Treatment Effect Estimation

Visualizing Topological Importance: A Class-Driven Approach

An Adaptive Federated Relevance Framework for Spatial Temporal Graph Learning

SHARM: Segmented Head Anatomical Reference Models

Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art

Federated Few-shot Learning for Cough Classification with Edge Devices

Generating tabular datasets under differential privacy

Federated learning for secure development of AI models for Parkinson's disease detection using speech from different languages

Prototypical Cross-domain Knowledge Transfer for Cervical Dysplasia Visual Inspection

BI-LAVA: Biocuration with Hierarchical Image Labeling through Active Learning and Visual Analysis

Archangel: A Hybrid UAV-based Human Detection Benchmark with Position and Pose Metadata

Comparative Evaluation of Digital and Analog Chest Radiographs to Identify Tuberculosis using Deep Learning Model