医学 AI - arXivDaily 专题

2210.03600 2023-07-18 cs.CV 57%

BlanketSet -- A clinical real-world in-bed action recognition and qualitative semi-synchronised MoCap dataset

João Carmona, Tamás Karácsony, João Paulo Silva Cunha

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

Comments 4 pages, Dataset available at: https://rdm.inesctec.pt/dataset/nis-2022-004

Journal ref 2023 IEEE 7th Portuguese Meeting on Bioengineering (ENBENG), Porto, Portugal, 2023, pp. 116-119

2307.06577 2023-07-14 cs.CV cs.AI 57%

RVD: A Handheld Device-Based Fundus Video Dataset for Retinal Vessel Segmentation

MD Wahiduzzaman Khan, Hongwei Sheng, Hu Zhang, Heming Du, Sen Wang, Minas Theodore Coroneo, Farshid Hajati, Sahar Shariflou, Michael Kalloniatis, Jack Phu, Ashish Agar, Zi Huang, Mojtaba Golzan, Xin Yu

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

2307.04777 2023-07-12 cs.LG cs.CY 57%

MentalHealthAI: Utilizing Personal Health Device Data to Optimize Psychiatry Treatment

Manan Shukla, Oshani Seneviratne

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

Comments Accepted at AMIA 2023 Annual Symposium

2307.04113 2023-07-11 cs.CV 57%

Mitosis Detection from Partial Annotation by Dataset Generation via Frame-Order Flipping

Kazuya Nishimura, Ami Katanaya, Shinichiro Chuma, Ryoma Bise

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

Comments 8 pages, 9figures, MICCAI 2023 accepted

2307.00307 2023-07-04 eess.IV 57%

Spatio-Temporal Classification of Lung Ventilation Patterns using 3D EIT Images: A General Approach for Individualized Lung Function Evaluation

Shuzhe Chen, Li Li, Zhichao Lin, Ke Zhang, Ying Gong, Lu Wang, Xu Wu, Maokun Li, Yuanlin Song, Fan Yang, Shenheng Xu

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

2306.15619 2023-06-28 cs.LG 57%

DCID: Deep Canonical Information Decomposition

Alexander Rakowski, Christoph Lippert

专题命中医学数据与评测：MRI(abstract)；分类 cs.LG

2306.10494 2023-06-21 eess.SP cs.AI 57%

Semi-Supervised Learning for Multi-Label Cardiovascular Diseases Prediction:A Multi-Dataset Study

Rushuang Zhou, Lei Lu, Zijun Liu, Ting Xiang, Zhen Liang, David A. Clifton, Yining Dong, Yuan-Ting Zhang

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

2105.10368 2023-06-21 cs.LG cs.AI 57%

Development and evaluation of an Explainable Prediction Model for Chronic Kidney Disease Patients based on Ensemble Trees

Pedro A. Moreno-Sanchez

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

2303.16112 2023-06-08 eess.SP physics.med-ph 57%

Cellular EXchange Imaging (CEXI): Evaluation of a diffusion model including water exchange in cells using numerical phantoms of permeable spheres

Rémy Gardier, Juan Luis Villarreal Haro, Erick J. Canales-Rodriguez, Ileana O. Jelescu, Gabriel Girard, Jonathan Rafael-Patino, Jean-Philippe Thiran

专题命中医学数据与评测：MRI(abstract)；分类 eess.SP

Comments 7 figures, 2 tables, 21 pages, under review

Journal ref Magn Reson Med. 2023; 1- 16

2306.01818 2023-06-06 cs.LG cs.AI cs.CL 57%

Beta Thalassemia Carriers detection empowered federated Learning

Muhammad Shoaib Farooq, Hafiz Ali Younas

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

Comments pages 17, figures 8

2305.02993 2023-05-12 cs.CL cs.AI cs.LG 57%

SemEval-2023 Task 7: Multi-Evidence Natural Language Inference for Clinical Trial Data

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

2305.00109 2023-05-09 cs.CV cs.AI 57%

Zero-shot performance of the Segment Anything Model (SAM) in 2D medical imaging: A comprehensive evaluation and practical guidelines

Christian Mattjie, Luis Vinicius de Moura, Rafaela Cappelari Ravazio, Lucas Silveira Kupssinskü, Otávio Parraga, Marcelo Mussi Delucis, Rodrigo Coelho Barros

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

Comments 18 pages, 3 Tables, 10 Figures with additional supplementary material with 1 Table

2305.01252 2023-05-03 cs.LG 57%

HTPS: Heterogeneous Transferring Prediction System for Healthcare Datasets

Jia-Hao Syu, Jerry Chun-Wei Lin, Marcin Fojcik, Rafał Cupek

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

2304.08766 2023-04-19 eess.IV 57%

Cashew dataset generation using augmentation and RaLSGAN and a transfer learning based tinyML approach towards disease detection

Varsha Jayaprakash, Akilesh K, Ajay kumar, Balamurugan M. S, Manoj Kumar Rajagopal

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

2205.15530 2023-03-29 cs.CV 57%

Pseudo-Data based Self-Supervised Federated Learning for Classification of Histopathological Images

Jun Shi, Yuanming Zhang, Zheng Li, Xiangmin Han, Saisai Ding, Jun Wang, Shihui Ying

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

2303.14920 2023-03-28 cs.CL cs.LG 57%

Adapting Pretrained Language Models for Solving Tabular Prediction Problems in the Electronic Health Record

Christopher McMaster, David FL Liew, Douglas EV Pires

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

2303.14411 2023-03-28 cs.CV cs.AI 57%

Fairness meets Cross-Domain Learning: a new perspective on Models and Metrics

Leonardo Iurada, Silvia Bucci, Timothy M. Hospedales, Tatiana Tommasi

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

2303.12872 2023-03-24 cs.HC cs.AI cs.LG 57%

Human Uncertainty in Concept-Based AI Systems

Katherine M. Collins, Matthew Barker, Mateo Espinosa Zarlenga, Naveen Raman, Umang Bhatt, Mateja Jamnik, Ilia Sucholutsky, Adrian Weller, Krishnamurthy Dvijotham

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

2206.10048 2023-02-23 cs.LG cs.AI 57%

FedER: Federated Learning through Experience Replay and Privacy-Preserving Data Synthesis

Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Bruno Casella, Marco Aldinucci, Simone Palazzo, Concetto Spampinato

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

2110.09974 2023-02-17 cs.LG 57%

UniFed: A Unified Framework for Federated Learning on Non-IID Image Features

Meirui Jiang, Xiaoxiao Li, Xiaofei Zhang, Michael Kamp, Qi Dou

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

2301.12219 2023-01-31 cs.CV 57%

Towards Accurate Acne Detection via Decoupled Sequential Detection Head

Xin Wei, Lei Zhang, Jianwei Zhang, Junyou Wang, Wenjie Liu, Jiaqi Li, Xian Jiang

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

Comments 9 pages, 5 figures

2301.07627 2023-01-19 cs.CV cs.AI 57%

A novel dataset and a two-stage mitosis nuclei detection method based on hybrid anchor branch

Huadeng Wang, Hao Xu, Bingbing Li, Xipeng Pan, Lingqi Zeng, Rushi Lan, Xiaonan Luo

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

Comments 22 pages,10 figures, 8 tables

2208.01230 2023-01-11 cs.LG cs.AI cs.CY 57%

A Multifaceted Benchmarking of Synthetic Electronic Health Record Generation Models

Chao Yan, Yao Yan, Zhiyu Wan, Ziqi Zhang, Larsson Omberg, Justin Guinney, Sean D. Mooney, Bradley A. Malin

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

2201.01409 2023-01-11 cs.LG 57%

Towards Understanding Quality Challenges of the Federated Learning for Neural Networks: A First Look from the Lens of Robustness

Amin Eslami Abyane, Derui Zhu, Roberto Souza, Lei Ma, Hadi Hemmati

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

Comments Accepted by the EMSE journal

2107.02504 2023-01-09 cs.CV 57%

Memory-aware curriculum federated learning for breast cancer classification

Amelia Jiménez-Sánchez, Mickael Tardy, Miguel A. González Ballester, Diana Mateus, Gemma Piella

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

Comments Computer Methods and Programs in Biomedicine

2212.12478 2022-12-26 cs.CV cs.AI cs.NE 57%

Image Classification with Small Datasets: Overview and Benchmark

L. Brigato, B. Barz, L. Iocchi, J. Denzler

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

Comments arXiv admin note: text overlap with arXiv:2108.13122

2212.10688 2022-12-22 cs.CV cs.DB 57%

Local Differential Privacy Image Generation Using Flow-based Deep Generative Models

Hisaichi Shibata, Shouhei Hanaoka, Yang Cao, Masatoshi Yoshikawa, Tomomi Takenaga, Yukihiro Nomura, Naoto Hayashi, Osamu Abe

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

2212.09032 2022-12-20 cs.LG cs.DB 57%

AutoSlicer: Scalable Automated Data Slicing for ML Model Analysis

Zifan Liu, Evan Rosen, Paul Suganthan G. C

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

Comments 11 pages, 5 figures, NeurIPS 2022 Workshop on Challenges in Deploying and Monitoring Machine Learning Systems

2211.01631 2022-12-13 cs.CV 57%

$\mathcal{X}$-Metric: An N-Dimensional Information-Theoretic Framework for Groupwise Registration and Deep Combined Computing

Xinzhe Luo, Xiahai Zhuang

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

2211.15200 2022-11-29 cs.CV cs.AI 57%

Angular triangle distance for ordinal metric learning

Imam Mustafa Kamal, Hyerim Bae

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

1. 医学数据与评测 2125 篇

BlanketSet -- A clinical real-world in-bed action recognition and qualitative semi-synchronised MoCap dataset

RVD: A Handheld Device-Based Fundus Video Dataset for Retinal Vessel Segmentation

MentalHealthAI: Utilizing Personal Health Device Data to Optimize Psychiatry Treatment

Mitosis Detection from Partial Annotation by Dataset Generation via Frame-Order Flipping

Spatio-Temporal Classification of Lung Ventilation Patterns using 3D EIT Images: A General Approach for Individualized Lung Function Evaluation

DCID: Deep Canonical Information Decomposition

Semi-Supervised Learning for Multi-Label Cardiovascular Diseases Prediction:A Multi-Dataset Study

Development and evaluation of an Explainable Prediction Model for Chronic Kidney Disease Patients based on Ensemble Trees

Cellular EXchange Imaging (CEXI): Evaluation of a diffusion model including water exchange in cells using numerical phantoms of permeable spheres

Beta Thalassemia Carriers detection empowered federated Learning

SemEval-2023 Task 7: Multi-Evidence Natural Language Inference for Clinical Trial Data

Zero-shot performance of the Segment Anything Model (SAM) in 2D medical imaging: A comprehensive evaluation and practical guidelines

HTPS: Heterogeneous Transferring Prediction System for Healthcare Datasets

Cashew dataset generation using augmentation and RaLSGAN and a transfer learning based tinyML approach towards disease detection

Pseudo-Data based Self-Supervised Federated Learning for Classification of Histopathological Images

Adapting Pretrained Language Models for Solving Tabular Prediction Problems in the Electronic Health Record

Fairness meets Cross-Domain Learning: a new perspective on Models and Metrics

Human Uncertainty in Concept-Based AI Systems

FedER: Federated Learning through Experience Replay and Privacy-Preserving Data Synthesis

UniFed: A Unified Framework for Federated Learning on Non-IID Image Features

Towards Accurate Acne Detection via Decoupled Sequential Detection Head

A novel dataset and a two-stage mitosis nuclei detection method based on hybrid anchor branch

A Multifaceted Benchmarking of Synthetic Electronic Health Record Generation Models

Towards Understanding Quality Challenges of the Federated Learning for Neural Networks: A First Look from the Lens of Robustness

Memory-aware curriculum federated learning for breast cancer classification

Image Classification with Small Datasets: Overview and Benchmark

Local Differential Privacy Image Generation Using Flow-based Deep Generative Models

AutoSlicer: Scalable Automated Data Slicing for ML Model Analysis

$\mathcal{X}$-Metric: An N-Dimensional Information-Theoretic Framework for Groupwise Registration and Deep Combined Computing

Angular triangle distance for ordinal metric learning