医学 AI

Complex-amplitude Fourier single-pixel imaging via coherent structured illumination

Ya-Nan Zhao, Hong-Yun Hou, Jia-Cheng Han, De-Zhong Cao, Su-Heng Zhang, Hong-Chao Liu, Bao-Lai Liang

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

Comments 6 pages, 5 figures

Connecting the Dots: A Comprehensive Literature Review on Low and Medium-Voltage Cables, Fault Types, and Digital Signal Processing Techniques for Fault Location

Shankar Ramharack, Sanjay Bahadoorsingh

专题命中 生物医学文本 ：diagnosis(abstract)；分类 eess.SP

Deviance Matrix Factorization

Liang Wang, Luis Carvalho

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

Truth Discovery in Sequence Labels from Crowds

Nasim Sabetpour, Adithya Kulkarni, Sihong Xie, Qi Li

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

CLANet: A Comprehensive Framework for Cross-Batch Cell Line Identification Using Brightfield Images

Lei Tong, Adam Corrigan, Navin Rathna Kumar, Kerry Hallbrook, Jonathan Orme, Yinhai Wang, Huiyu Zhou

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

Comments 15 pages, 10 figures

Quantitative phase imaging (QPI) through random diffusers using a diffractive optical network

Yuhang Li, Yi Luo, Deniz Mengu, Bijie Bai, Aydogan Ozcan

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

Comments 27 Pages, 7 Figures

Journal ref Light: Advanced Manufacturing (2023)

A clustering and graph deep learning-based framework for COVID-19 drug repurposing

Chaarvi Bansal, Rohitash Chandra, Vinti Agarwal, P. R. Deepa

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

Machine Learning Approach for Cancer Entities Association and Classification

G. Jeyakodi, Arkadeep Pal, Debapratim Gupta, K. Sarukeswari, V. Amouda

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

Comments This paper got accepted for paper presentation at the International Conference on Knowledge Discoveries on Statistical Innovations and Recent Advances in Optimization (ICON-KSRAO) on 29th and 30th December 2022

Null/No Information Rate (NIR): a statistical test to assess if a classification accuracy is significant for a given problem

Manuele Bicego, Antonella Mensi

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

Graph Fourier MMD for Signals on Graphs

Samuel Leone, Aarthi Venkat, Guillaume Huguet, Alexander Tong, Guy Wolf, Smita Krishnaswamy

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

Adaptive Conformal Regression with Jackknife+ Rescaled Scores

Nicolas Deutschmann, Mattia Rigotti, Maria Rodriguez Martinez

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

Comments 24 pages, 7 figures

DICE: Data-Efficient Clinical Event Extraction with Generative Models

Mingyu Derek Ma, Alexander K. Taylor, Wei Wang, Nanyun Peng

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

Comments In ACL 2023; 18 pages, 4 figures, 12 tables

A New Weighted Time Window-based Method to Detect B-point in Impedance Cardiogram

Nadica Miljković, Tomislav B. Šekara

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

Comments 13 pages, 3 figures, 3 tables

Justices for Information Bottleneck Theory

Faxian Cao, Yongqiang Cheng, Adil Mehmood Khan, Zhijing Yang

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

Comments 9 pages, 1 figures (4 subfigures)

Efficient multi-relational network representation using primes

Konstantinos Bougiatiotis, Georgios Paliouras

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

MISNN: Multiple Imputation via Semi-parametric Neural Networks

Zhiqi Bu, Zongyu Dai, Yiliang Zhang, Qi Long

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

MiniALBERT: Model Distillation via Parameter-Efficient Recursive Transformers

Mohammadmahdi Nouriborji, Omid Rohanian, Samaneh Kouchaki, David A. Clifton

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

Generation of artificial facial drug abuse images using Deep De-identified anonymous Dataset augmentation through Genetics Algorithm (3DG-GA)

Hazem Zein, Lou Laurent, Régis Fournier, Amine Nait-Ali

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

Dynamic brain spectrum acquired by a real-time ultra-spectral imaging chip with reconfigurable metasurfaces

Jian Xiong, Xusheng Cai, Kaiyu Cui, Yidong Huang, Jiawei Yang, Hongbo Zhu, Wenzheng Li, Bo Hong, Shijie Rao, Zekun Zheng, Sheng Xu, Yuhan He, Fang Liu, Xue Feng, Wei Zhang

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

Journal ref Optica 9, 461-468 (2022)

The Shaky Foundations of Clinical Foundation Models: A Survey of Large Language Models and Foundation Models for EMRs

Michael Wornow, Yizhe Xu, Rahul Thapa, Birju Patel, Ethan Steinberg, Scott Fleming, Michael A. Pfeffer, Jason Fries, Nigam H. Shah

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

Comments Reformatted figures, updated contributions

All-optical image classification through unknown random diffusers using a single-pixel diffractive network

Yi Luo, Bijie Bai, Yuhang Li, Ege Cetintas, Aydogan Ozcan

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

Comments 28 Pages, 6 Figures

Journal ref Light: Science & Applications (2023)

Decision Support System for Chronic Diseases Based on Drug-Drug Interactions

Tian Bian, Yuli Jiang, Jia Li, Tingyang Xu, Yu Rong, Yi Su, Timothy Kwok, Helen Meng, Hong Cheng

专题命中 生物医学文本 ：diagnosis(abstract)；分类 cs.LG

Journal ref ICDE2023

Understanding how the use of AI decision support tools affect critical thinking and over-reliance on technology by drug dispensers in Tanzania

Ally Salim, Megan Allen, Kelvin Mariki, Kevin James Masoy, Jafary Liana

专题命中 生物医学文本 ：diagnosis(abstract)；分类 cs.LG

Hyper-spectral imaging through a multi-mode fiber

Alim Yolalmaz, Emre Yüce

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

Comments 5 pages, 8 figures

When Ramanujan meets time-frequency analysis in complicated time series analysis

Ziyu Chen, Hau-Tieng Wu

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

Journal ref Pure Appl. Analysis 4 (2022) 629-673

Proxy-based Zero-Shot Entity Linking by Effective Candidate Retrieval

Maciej Wiatrak, Eirini Arvaniti, Angus Brayne, Jonas Vetterle, Aaron Sim

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

Categorical Representation Learning and RG flow operators for algorithmic classifiers

Artan Sheshmani, Yizhuang You, Wenbo Fu, Ahmadreza Azizi

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

Comments 31 pages, comments are very welcome

Journal ref Machine Learning: Science and Technology, 2023

ECGAN: Self-supervised generative adversarial network for electrocardiography

Lorenzo Simone, Davide Bacciu

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

Scalable Causal Structure Learning: Scoping Review of Traditional and Deep Learning Algorithms and New Opportunities in Biomedicine

Pulakesh Upadhyaya, Kai Zhang, Can Li, Xiaoqian Jiang, Yejin Kim

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

Journal ref JMIR Medical Informatics, 2023

Machine learning methods for prediction of breakthrough curves in reactive porous media

Daria Fokina, Pavel Toktaliev, Oleg Iliev, Ivan Oseledets

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