医学 AI - arXivDaily 专题

2204.05765 2022-04-13 cs.LG cs.AI math.FA 57%

Membership-Mappings for Practical Secure Distributed Deep Learning

Mohit Kumar, Weiping Zhang, Lukas Fischer, Bernhard Freudenthaler

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

2106.06046 2022-04-13 cs.LG cs.AI cs.CR 57%

Information Theoretic Evaluation of Privacy-Leakage, Interpretability, and Transferability for Trustworthy AI

Mohit Kumar, Bernhard A. Moser, Lukas Fischer, Bernhard Freudenthaler

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

Comments arXiv admin note: text overlap with arXiv:2105.04615, arXiv:2104.07060

2203.13993 2022-03-29 cs.CV 57%

RSCFed: Random Sampling Consensus Federated Semi-supervised Learning

Xiaoxiao Liang, Yiqun Lin, Huazhu Fu, Lei Zhu, Xiaomeng Li

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

Comments CVPR 2022, code: https://github.com/XMed-Lab/RSCFed

2110.05290 2022-03-23 cs.LG cs.AI 57%

Homogeneous Learning: Self-Attention Decentralized Deep Learning

Yuwei Sun, Hideya Ochiai

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

Journal ref IEEE Access 10 (2022) 7695-7703

2203.00046 2022-03-02 cs.CV 57%

Voxelmorph++ Going beyond the cranial vault with keypoint supervision and multi-channel instance optimisation

Mattias P. Heinrich, Lasse Hansen

专题命中医学数据与评测：CT(abstract)；分类 cs.CV

Comments 10 pages, accepted at WBIR 2022

2201.12269 2022-01-31 cs.CV 57%

HSADML: Hyper-Sphere Angular Deep Metric based Learning for Brain Tumor Classification

Aman Verma, Vibhav Prakash Singh

专题命中医学数据与评测：MRI(abstract)；分类 cs.CV

2201.10410 2022-01-31 cs.CV 57%

Comparison of Evaluation Metrics for Landmark Detection in CMR Images

Sven Koehler, Lalith Sharan, Julian Kuhm, Arman Ghanaat, Jelizaveta Gordejeva, Nike K. Simon, Niko M. Grell, Florian André, Sandy Engelhardt

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

Comments Accepted at Bildverarbeitung für die Medizin (BVM), Informatik aktuell. Springer Vieweg, Wiesbaden 2022

2201.09384 2022-01-25 cs.CV 57%

A Comprehensive Survey on Federated Learning: Concept and Applications

Dhurgham Hassan Mahlool, Mohammed Hamzah Abed

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

Journal ref Lecture Notes on Data Engineering and Communications Technologies 2022

2201.04807 2022-01-14 stat.ML cs.LG 57%

Active Learning-Based Multistage Sequential Decision-Making Model with Application on Common Bile Duct Stone Evaluation

Hongzhen Tian, Reuven Zev Cohen, Chuck Zhang, Yajun Mei

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

2112.01793 2021-12-06 cs.CV cs.AI 57%

A Systematic IoU-Related Method: Beyond Simplified Regression for Better Localization

Hanyang Peng, Shiqi Yu

专题命中医学数据与评测：CT(abstract)；分类 cs.CV

Journal ref IEEE Transactions on Image Processing, Volume 30, pages 5032-5044, 2021

2111.10443 2021-11-23 physics.med-ph cs.CV 57%

Evaluation of automated airway morphological quantification for assessing fibrosing lung disease

Ashkan Pakzad, Wing Keung Cheung, Kin Quan, Nesrin Mogulkoc, Coline H. M. Van Moorsel, Brian J. Bartholmai, Hendrik W. Van Es, Alper Ezircan, Frouke Van Beek, Marcel Veltkamp, Ronald Karwoski, Tobias Peikert, Ryan D. Clay, Finbar Foley, Cassandra Braun, Recep Savas, Carole Sudre, Tom Doel, Daniel C. Alexander, Peter Wijeratne, David Hawkes, Yipeng Hu, John R Hurst, Joseph Jacob

专题命中医学数据与评测：CT(abstract)；分类 cs.CV

Comments 14 pages, 8 Figures, for associated source code, see https://github.com/ashkanpakzad/AirQuant

2108.03437 2021-11-10 cs.CR cs.LG 57%

Secure Neuroimaging Analysis using Federated Learning with Homomorphic Encryption

Dimitris Stripelis, Hamza Saleem, Tanmay Ghai, Nikhil Dhinagar, Umang Gupta, Chrysovalantis Anastasiou, Greg Ver Steeg, Srivatsan Ravi, Muhammad Naveed, Paul M. Thompson, Jose Luis Ambite

专题命中医学数据与评测：MRI(abstract)；分类 cs.LG

Comments 9 pages, 3 figures, 1 algorithm

2107.14077 2021-11-09 cs.CY cs.AI cs.HC cs.LG 57%

A Fair and Ethical Healthcare Artificial Intelligence System for Monitoring Driver Behavior and Preventing Road Accidents

Soraia Oueida, Soaad Hossain, Yehia Kotb, Syed Ishtiaque Ahmed

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

Comments This is a preprint of the following chapter: A Fair and Ethical Healthcare Artificial Intelligence System for Monitoring Driver Behavior and Preventing Road Accidents, published in Proceedings of the Future Technologies Conference (FTC) 2021, edited by Kohei Arai, reproduced with permission. The final authenticated version is available online at: https://doi.org/10.1007/978-3-030-89880-9_33

2110.15710 2021-11-01 cs.CL cs.LG 57%

Classification of hierarchical text using geometric deep learning: the case of clinical trials corpus

Sohrab Ferdowsi, Nikolay Borissov, Julien Knafou, Poorya Amini, Douglas Teodoro

专题命中医学数据与评测：CT(abstract)；分类 cs.LG

Comments Accepted as a long paper in EMNLP 2021 - Oral presentation to the Machine Learning track

2105.00381 2021-10-29 cs.CV cs.AI 57%

AGMB-Transformer: Anatomy-Guided Multi-Branch Transformer Network for Automated Evaluation of Root Canal Therapy

Yunxiang Li, Guodong Zeng, Yifan Zhang, Jun Wang, Qianni Zhang, Qun Jin, Lingling Sun, Qisi Lian, Neng Xia, Ruizi Peng, Kai Tang, Yaqi Wang, Shuai Wang

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

Comments under review

2110.14019 2021-10-28 cs.LG 57%

Reliable and Trustworthy Machine Learning for Health Using Dataset Shift Detection

Chunjong Park, Anas Awadalla, Tadayoshi Kohno, Shwetak Patel

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

Comments Neu

2110.09508 2021-10-19 cs.CV 57%

Deep CNNs for Peripheral Blood Cell Classification

Ekta Gavas, Kaustubh Olpadkar

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

Comments 20 pages, 14 figures, Submitted at MIDL 2021

2109.09246 2021-09-21 cs.LG cs.AI 57%

Splitfed learning without client-side synchronization: Analyzing client-side split network portion size to overall performance

Praveen Joshi, Chandra Thapa, Seyit Camtepe, Mohammed Hasanuzzamana, Ted Scully, Haithem Afli

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

Comments CERC 2021

2007.15528 2021-09-20 cs.LG cs.CR stat.ML 57%

Membership Leakage in Label-Only Exposures

Zheng Li, Yang Zhang

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

Comments To Appear in 2021 ACM SIGSAC Conference on Computer and Communications Security (CCS '21), November 15--19, 2021, Virtual Event, Republic of Korea

2109.02543 2021-09-07 cs.LG 57%

Generation of Synthetic Electronic Health Records Using a Federated GAN

John Weldon, Tomas Ward, Eoin Brophy

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

2108.07857 2021-09-06 eess.SP 57%

Experimental Study of Outdoor UAV Localization and Tracking using Passive RF Sensing

Udita Bhattacherjee, Ender Ozturk, Ozgur Ozdemir, Ismail Guvenc, Mihail L. Sichitiu, Huaiyu Dai

专题命中医学数据与评测：CT(abstract)；分类 eess.SP

2108.07107 2021-08-17 cs.LG 57%

Task-wise Split Gradient Boosting Trees for Multi-center Diabetes Prediction

Mingcheng Chen, Zhenghui Wang, Zhiyun Zhao, Weinan Zhang, Xiawei Guo, Jian Shen, Yanru Qu, Jieli Lu, Min Xu, Yu Xu, Tiange Wang, Mian Li, Wei-Wei Tu, Yong Yu, Yufang Bi, Weiqing Wang, Guang Ning

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

Comments 11 pages (2 pages of supplementary), 10 figures, 7 tables. Accepted by ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2021)

2108.02476 2021-08-06 cs.CV 57%

Colorectal Polyp Classification from White-light Colonoscopy Images via Domain Alignment

Qin Wang, Hui Che, Weizhen Ding, Li Xiang, Guanbin Li, Zhen Li, Shuguang Cui

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

Comments Accepted in MICCAI-21

2106.01009 2021-07-22 cs.LG cs.AI 57%

FedHealth 2: Weighted Federated Transfer Learning via Batch Normalization for Personalized Healthcare

Yiqiang Chen, Wang Lu, Jindong Wang, Xin Qin

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

Comments Accepted by IJCAI-21 workshop on federated learning

2009.05722 2021-07-16 cs.CV 57%

Generator Versus Segmentor: Pseudo-healthy Synthesis

Zhang Yunlong, Li Chenxin, Lin Xin, Sun Liyan, Zhuang Yihong, Huang Yue, Ding Xinghao, Liu Xiaoqing, Yu Yizhou

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

Comments Accepted by MICCAI2021

2106.13203 2021-06-28 cs.CV cs.CR 57%

When Differential Privacy Meets Interpretability: A Case Study

Rakshit Naidu, Aman Priyanshu, Aadith Kumar, Sasikanth Kotti, Haofan Wang, Fatemehsadat Mireshghallah

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

Comments 4 pages, 7 figures; Extended abstract presented at RCV-CVPR'21

2106.10277 2021-06-22 eess.AS cs.LG cs.SD 57%

GPLA-12: An Acoustic Signal Dataset of Gas Pipeline Leakage

Jie Li, Lizhong Yao

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

2106.08908 2021-06-17 cs.IR cs.LG 57%

A Neural Model for Joint Document and Snippet Ranking in Question Answering for Large Document Collections

Dimitris Pappas, Ion Androutsopoulos

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

Comments 12 pages, 3 figures, 4 tables, ACL-IJCNLP 2021

2009.14499 2021-05-27 cs.LG stat.ML 57%

Detecting Autism Spectrum Disorder using Machine Learning

Md Delowar Hossain, Muhammad Ashad Kabir, Adnan Anwar, Md Zahidul Islam

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

Journal ref Health information science and systems, 2021

2105.05734 2021-05-13 cs.LG cs.CR cs.DC 57%

The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond

Julian Matschinske, Julian Späth, Reza Nasirigerdeh, Reihaneh Torkzadehmahani, Anne Hartebrodt, Balázs Orbán, Sándor Fejér, Olga Zolotareva, Mohammad Bakhtiari, Béla Bihari, Marcus Bloice, Nina C Donner, Walid Fdhila, Tobias Frisch, Anne-Christin Hauschild, Dominik Heider, Andreas Holzinger, Walter Hötzendorfer, Jan Hospes, Tim Kacprowski, Markus Kastelitz, Markus List, Rudolf Mayer, Mónika Moga, Heimo Müller, Anastasia Pustozerova, Richard Röttger, Anna Saranti, Harald HHW Schmidt, Christof Tschohl, Nina K Wenke, Jan Baumbach

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

1. 医学数据与评测 2125 篇

Membership-Mappings for Practical Secure Distributed Deep Learning

Information Theoretic Evaluation of Privacy-Leakage, Interpretability, and Transferability for Trustworthy AI

RSCFed: Random Sampling Consensus Federated Semi-supervised Learning

Homogeneous Learning: Self-Attention Decentralized Deep Learning

Voxelmorph++ Going beyond the cranial vault with keypoint supervision and multi-channel instance optimisation

HSADML: Hyper-Sphere Angular Deep Metric based Learning for Brain Tumor Classification

Comparison of Evaluation Metrics for Landmark Detection in CMR Images

A Comprehensive Survey on Federated Learning: Concept and Applications

Active Learning-Based Multistage Sequential Decision-Making Model with Application on Common Bile Duct Stone Evaluation

A Systematic IoU-Related Method: Beyond Simplified Regression for Better Localization

Evaluation of automated airway morphological quantification for assessing fibrosing lung disease

Secure Neuroimaging Analysis using Federated Learning with Homomorphic Encryption

A Fair and Ethical Healthcare Artificial Intelligence System for Monitoring Driver Behavior and Preventing Road Accidents

Classification of hierarchical text using geometric deep learning: the case of clinical trials corpus

AGMB-Transformer: Anatomy-Guided Multi-Branch Transformer Network for Automated Evaluation of Root Canal Therapy

Reliable and Trustworthy Machine Learning for Health Using Dataset Shift Detection

Deep CNNs for Peripheral Blood Cell Classification

Splitfed learning without client-side synchronization: Analyzing client-side split network portion size to overall performance

Membership Leakage in Label-Only Exposures

Generation of Synthetic Electronic Health Records Using a Federated GAN

Experimental Study of Outdoor UAV Localization and Tracking using Passive RF Sensing

Task-wise Split Gradient Boosting Trees for Multi-center Diabetes Prediction

Colorectal Polyp Classification from White-light Colonoscopy Images via Domain Alignment

FedHealth 2: Weighted Federated Transfer Learning via Batch Normalization for Personalized Healthcare

Generator Versus Segmentor: Pseudo-healthy Synthesis

When Differential Privacy Meets Interpretability: A Case Study

GPLA-12: An Acoustic Signal Dataset of Gas Pipeline Leakage

A Neural Model for Joint Document and Snippet Ranking in Question Answering for Large Document Collections

Detecting Autism Spectrum Disorder using Machine Learning

The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond