医学 AI - arXivDaily 专题

2401.05405 2024-03-19 eess.SP cs.LG 62%

SelfEEG: A Python library for Self-Supervised Learning in Electroencephalography

Federico Del Pup, Andrea Zanola, Louis Fabrice Tshimanga, Paolo Emilio Mazzon, Manfredo Atzori

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG、eess.SP

Comments Submitted to JOSS for possible publication. GitHub repository: see https://github.com/MedMaxLab/selfEEG

Journal ref Journal of Open Source Software (2024), 9(95), 6224

2312.00082 2024-03-01 eess.IV cs.CV 62%

A Compact Implicit Neural Representation for Efficient Storage of Massive 4D Functional Magnetic Resonance Imaging

Ruoran Li, Runzhao Yang, Wenxin Xiang, Yuxiao Cheng, Tingxiong Xiao, Jinli Suo

专题命中生物医学文本：biomedical(abstract)；分类 cs.CV、eess.IV

2312.01638 2023-12-05 eess.IV cs.CV 62%

J-Net: Improved U-Net for Terahertz Image Super-Resolution

Woon-Ha Yeo, Seung-Hwan Jung, Seung Jae Oh, Inhee Maeng, Eui Su Lee, Han-Cheol Ryu

专题命中生物医学文本：biomedical(abstract)；分类 cs.CV、eess.IV

2310.02097 2023-10-04 cs.CV eess.IV 62%

Leveraging Classic Deconvolution and Feature Extraction in Zero-Shot Image Restoration

Tomáš Chobola, Gesine Müller, Veit Dausmann, Anton Theileis, Jan Taucher, Jan Huisken, Tingying Peng

专题命中生物医学文本：biomedical(abstract)；分类 cs.CV、eess.IV

2308.13328 2023-10-03 eess.SP cs.LG 62%

Compressor-Based Classification for Atrial Fibrillation Detection

Nikita Markov, Konstantin Ushenin, Yakov Bozhko, Olga Solovyova

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG、eess.SP

Comments This paper is sent for review at the IEEE conference, 2023

2308.10064 2023-08-22 cs.LG cs.AI cs.CV 62%

Efficient Representation Learning for Healthcare with Cross-Architectural Self-Supervision

Pranav Singh, Jacopo Cirrone

专题命中生物医学文本：biomedical(abstract)；分类 cs.CV、cs.LG

Comments Accepted at MLHC 2023. Extended conference version of arXiv:2206.04170

2307.09614 2023-07-21 stat.ML cs.LG eess.SP 62%

Multi-view self-supervised learning for multivariate variable-channel time series

Thea Brüsch, Mikkel N. Schmidt, Tommy S. Alstrøm

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG、eess.SP

Comments To appear in proceedings of 2023 IEEE International workshop on Machine Learning for Signal Processing

2306.10959 2023-06-21 cs.CV cs.AI cs.LG 62%

RaViTT: Random Vision Transformer Tokens

Felipe A. Quezada, Carlos F. Navarro, Cristian Muñoz, Manuel Zamorano, Jorge Jara-Wilde, Violeta Chang, Cristóbal A. Navarro, Mauricio Cerda

专题命中生物医学文本：biomedical(abstract)；分类 cs.CV、cs.LG

Comments 9 pages, 6 figures

2306.06152 2023-06-14 cs.LG eess.IV 62%

EfficientBioAI: Making Bioimaging AI Models Efficient in Energy, Latency and Representation

Yu Zhou, Justin Sonneck, Sweta Banerjee, Stefanie Dörr, Anika Grüneboom, Kristina Lorenz, Jianxu Chen

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG、eess.IV

Comments 17 pages, 6 figures

2306.06522 2023-06-13 cs.LG cs.HC eess.SP 62%

TS-MoCo: Time-Series Momentum Contrast for Self-Supervised Physiological Representation Learning

Philipp Hallgarten, David Bethge, Ozan Özdenizci, Tobias Grosse-Puppendahl, Enkelejda Kasneci

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG、eess.SP

Comments 31st European Signal Processing Conference (EUSIPCO)

2206.01856 2023-04-10 eess.IV cs.CV 62%

Poisson2Sparse: Self-Supervised Poisson Denoising From a Single Image

Calvin-Khang Ta, Abhishek Aich, Akash Gupta, Amit K. Roy-Chowdhury

专题命中生物医学文本：biomedical(abstract)；分类 cs.CV、eess.IV

Comments Accepted to MICCAI 2022

2301.00243 2023-03-21 cs.LG cs.AI cs.CV 62%

Approaching Peak Ground Truth

Florian Kofler, Johannes Wahle, Ivan Ezhov, Sophia Wagner, Rami Al-Maskari, Emilia Gryska, Mihail Todorov, Christina Bukas, Felix Meissen, Tingying Peng, Ali Ertürk, Daniel Rueckert, Rolf Heckemann, Jan Kirschke, Claus Zimmer, Benedikt Wiestler, Bjoern Menze, Marie Piraud

专题命中生物医学文本：biomedical(abstract)；分类 cs.CV、cs.LG

Comments 7pages, 2 figures (minor corrections to text, affiliations and layout)

2302.11093 2023-02-23 eess.SP eess.IV 62%

Use Cases for Time-Frequency Image Representations and Deep Learning Techniques for Improved Signal Classification

Mehmet Parlak

专题命中生物医学文本：biomedical(abstract)；分类 eess.IV、eess.SP

Comments 4 pages, 5 figures

2301.06187 2023-01-18 cs.CV cs.AI cs.LG 62%

CNN-Based Action Recognition and Pose Estimation for Classifying Animal Behavior from Videos: A Survey

Michael Perez, Corey Toler-Franklin

专题命中生物医学文本：biomedical(abstract)；分类 cs.CV、cs.LG

Comments 29 pages, 20 figures

2301.02341 2023-01-09 eess.IV cs.CV 62%

A survey on Organoid Image Analysis Platforms

Alireza Ranjbaran, Azadeh Nazemi

专题命中生物医学文本：biomedical(abstract)；分类 cs.CV、eess.IV

Comments 19 pages, 10 figures, 5 tables, research review

2206.15274 2022-12-05 eess.IV cs.CV 62%

Augment like there's no tomorrow: Consistently performing neural networks for medical imaging

Joona Pohjonen, Carolin Stürenberg, Atte Föhr, Reija Randen-Brady, Lassi Luomala, Jouni Lohi, Esa Pitkänen, Antti Rannikko, Tuomas Mirtti

专题命中生物医学文本：biomedical(abstract)；分类 cs.CV、eess.IV

Comments Code for the paper is available from https://www.github.com/jopo666/StrongAugment

2208.10463 2022-08-23 cs.LG eess.SP 62%

Survey of Machine Learning Techniques To Predict Heartbeat Arrhythmias

Samuel Armstrong

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG、eess.SP

1912.04672 2022-07-19 eess.SP cs.LG 62%

Effects of lead position, cardiac rhythm variation and drug-induced QT prolongation on performance of machine learning methods for ECG processing

Marat Bogdanov, Salim Baigildin, Aygul Fabarisova, Konstantin Ushenin, Olga Solovyova

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG、eess.SP

2205.02640 2022-06-23 eess.SP cs.LG cs.SY eess.SY 62%

Model-Based Deep Learning: On the Intersection of Deep Learning and Optimization

Nir Shlezinger, Yonina C. Eldar, Stephen P. Boyd

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG、eess.SP

2205.07654 2022-05-17 cs.NE cs.LG eess.SP 62%

Hyperdimensional computing encoding for feature selection on the use case of epileptic seizure detection

Una Pale, Tomas Teijeiro, David Atienza

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG、eess.SP

2110.15279 2021-10-29 eess.SP cs.AI cs.LG 62%

SVM and ANN based Classification of EMG signals by using PCA and LDA

Hritam Basak, Alik Roy, Jeet Bandhu Lahiri, Sayantan Bose, Soumyadeep Patra

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG、eess.SP

1707.09453 2021-09-17 physics.optics eess.IV eess.SP physics.app-ph 62%

Single-shot multispectral imaging with a monochromatic camera

Sujit Kumar Sahoo, Dongliang Tang, Cuong Dang

专题命中生物医学文本：biomedical(abstract)；分类 eess.IV、eess.SP

Journal ref Optica 4, 1209-1213 (2017)

2109.00884 2021-09-03 cs.CV cs.LG 62%

Tracking Hand Hygiene Gestures with Leap Motion Controller

Rashmi Bakshi, Jane Courtney, Damon Berry, Graham Gavin

专题命中生物医学文本：biomedical(abstract)；分类 cs.CV、cs.LG

2108.02039 2021-08-05 eess.SP cs.LG 62%

Random Convolution Kernels with Multi-Scale Decomposition for Preterm EEG Inter-burst Detection

Christopher Lundy, John M. O'Toole

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG、eess.SP

Comments 5 pages, 3 figures, to be published in European Signal Processing Conference (EUSIPCO) 2021. For associated python code on github, see https://github.com/otoolej/ms_rocket

2101.08934 2021-06-02 cs.CV eess.IV 62%

AS-Net: Fast Photoacoustic Reconstruction with Multi-feature Fusion from Sparse Data

Mengjie Guo, Hengrong Lan, Changchun Yang, Fei Gao

专题命中生物医学文本：biomedical(abstract)；分类 cs.CV、eess.IV

2105.11277 2021-05-28 cs.CV eess.IV 62%

What is the State of the Art of Computer Vision-Assisted Cytology? A Systematic Literature Review

André Victória Matias, João Gustavo Atkinson Amorim, Luiz Antonio Buschetto Macarini, Allan Cerentini, Alexandre Sherlley Casimiro Onofre, Fabiana Botelho de Miranda Onofre, Felipe Perozzo Daltoé, Marcelo Ricardo Stemmer, Aldo von Wangenheim

专题命中生物医学文本：diagnosis(abstract)；分类 cs.CV、eess.IV

2103.14528 2021-03-29 cs.LG cs.CV 62%

Model-based Reconstruction with Learning: From Unsupervised to Supervised and Beyond

Zhishen Huang, Siqi Ye, Michael T. McCann, Saiprasad Ravishankar

专题命中生物医学文本：biomedical(abstract)；分类 cs.CV、cs.LG

2102.11201 2021-02-23 physics.med-ph cs.LG eess.IV 62%

Quantitative photoacoustic oximetry imaging by multiple illumination learned spectral decoloring

Thomas Kirchner, Martin Frenz

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG、eess.IV

Comments Supplemental figures and source code at github:thkirchner/PA-MI-LSD

2008.06975 2020-08-18 eess.IV cs.LG 62%

Deep Learning Enables Robust and Precise Light Focusing on Treatment Needs

Changchun Yang, Hengrong Lan, Fei Gao

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG、eess.IV

2004.12059 2020-05-12 cs.AI cs.CV cs.LG cs.MM 62%

SAIA: Split Artificial Intelligence Architecture for Mobile Healthcare System

Di Zhuang, Nam Nguyen, Keyu Chen, J. Morris Chang

专题命中生物医学文本：biomedical(abstract)；分类 cs.CV、cs.LG

Comments 17 pages, 9 figures, 2 tables

1. 生物医学文本 4516 篇

SelfEEG: A Python library for Self-Supervised Learning in Electroencephalography

A Compact Implicit Neural Representation for Efficient Storage of Massive 4D Functional Magnetic Resonance Imaging

J-Net: Improved U-Net for Terahertz Image Super-Resolution

Leveraging Classic Deconvolution and Feature Extraction in Zero-Shot Image Restoration

Compressor-Based Classification for Atrial Fibrillation Detection

Efficient Representation Learning for Healthcare with Cross-Architectural Self-Supervision

Multi-view self-supervised learning for multivariate variable-channel time series

RaViTT: Random Vision Transformer Tokens

EfficientBioAI: Making Bioimaging AI Models Efficient in Energy, Latency and Representation

TS-MoCo: Time-Series Momentum Contrast for Self-Supervised Physiological Representation Learning

Poisson2Sparse: Self-Supervised Poisson Denoising From a Single Image

Approaching Peak Ground Truth

Use Cases for Time-Frequency Image Representations and Deep Learning Techniques for Improved Signal Classification

CNN-Based Action Recognition and Pose Estimation for Classifying Animal Behavior from Videos: A Survey

A survey on Organoid Image Analysis Platforms

Augment like there's no tomorrow: Consistently performing neural networks for medical imaging

Survey of Machine Learning Techniques To Predict Heartbeat Arrhythmias

Effects of lead position, cardiac rhythm variation and drug-induced QT prolongation on performance of machine learning methods for ECG processing

Model-Based Deep Learning: On the Intersection of Deep Learning and Optimization

Hyperdimensional computing encoding for feature selection on the use case of epileptic seizure detection

SVM and ANN based Classification of EMG signals by using PCA and LDA

Single-shot multispectral imaging with a monochromatic camera

Tracking Hand Hygiene Gestures with Leap Motion Controller

Random Convolution Kernels with Multi-Scale Decomposition for Preterm EEG Inter-burst Detection

AS-Net: Fast Photoacoustic Reconstruction with Multi-feature Fusion from Sparse Data

What is the State of the Art of Computer Vision-Assisted Cytology? A Systematic Literature Review

Model-based Reconstruction with Learning: From Unsupervised to Supervised and Beyond

Quantitative photoacoustic oximetry imaging by multiple illumination learned spectral decoloring

Deep Learning Enables Robust and Precise Light Focusing on Treatment Needs

SAIA: Split Artificial Intelligence Architecture for Mobile Healthcare System