医学 AI - arXivDaily 专题

2210.02042 2024-02-16 cs.LG cs.AI cs.DC 57%

FedMT: Federated Learning with Mixed-type Labels

Qiong Zhang, Jing Peng, Xin Zhang, Aline Talhouk, Gang Niu, Xiaoxiao Li

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

Comments 23 pages

2208.00963 2024-02-16 cs.CV 57%

FrOoDo: Framework for Out-of-Distribution Detection

Jonathan Stieber, Moritz Fuchs, Anirban Mukhopadhyay

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

2401.18035 2024-02-01 cs.LG 57%

Optimizing contrastive learning for cortical folding pattern detection

Aymeric Gaudin, Louise Guillon, Clara Fischer, Arnaud Cachia, Denis Rivière, Jean-François Mangin, Joël Chavas

专题命中医学数据与评测：MRI(abstract)；分类 cs.LG

Comments 9 pages, 6 figures, 1 table, SPIE Imaging 2024

2307.04956 2024-01-15 cs.CV 57%

PKU-GoodsAD: A Supermarket Goods Dataset for Unsupervised Anomaly Detection and Segmentation

Jian Zhang, Runwei Ding, Miaoju Ban, Ge Yang

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

Comments 8 pages, 6 figures

Journal ref IEEE Robotics and Automation Letters, 2024

2308.12116 2024-01-09 cs.CV 57%

The TYC Dataset for Understanding Instance-Level Semantics and Motions of Cells in Microstructures

Christoph Reich, Tim Prangemeier, Heinz Koeppl

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

Comments Accepted at ICCV 2023 Workshop on BioImage Computing. Project page (with links to the dataset and code): https://christophreich1996.github.io/tyc_dataset/

2305.03711 2024-01-09 cs.LG cs.CY 57%

Medical records condensation: a roadmap towards healthcare data democratisation

Yujiang Wang, Anshul Thakur, Mingzhi Dong, Pingchuan Ma, Stavros Petridis, Li Shang, Tingting Zhu, David A. Clifton

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

2306.13531 2023-12-27 cs.CV 57%

WBCAtt: A White Blood Cell Dataset Annotated with Detailed Morphological Attributes

Satoshi Tsutsui, Winnie Pang, Bihan Wen

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

Comments Neural Information Processing Systems 2023

2312.14478 2023-12-25 cs.LG 57%

Federated Learning via Input-Output Collaborative Distillation

Xuan Gong, Shanglin Li, Yuxiang Bao, Barry Yao, Yawen Huang, Ziyan Wu, Baochang Zhang, Yefeng Zheng, David Doermann

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

Comments Accepted at AAAI 2024

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

1. 医学数据与评测 2136 篇

FedMT: Federated Learning with Mixed-type Labels

FrOoDo: Framework for Out-of-Distribution Detection

Optimizing contrastive learning for cortical folding pattern detection

PKU-GoodsAD: A Supermarket Goods Dataset for Unsupervised Anomaly Detection and Segmentation

The TYC Dataset for Understanding Instance-Level Semantics and Motions of Cells in Microstructures

Medical records condensation: a roadmap towards healthcare data democratisation

WBCAtt: A White Blood Cell Dataset Annotated with Detailed Morphological Attributes

Federated Learning via Input-Output Collaborative Distillation

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