医学 AI - arXivDaily 专题

2401.12032 2024-01-23 cs.HC cs.AI 67%

MINT: A wrapper to make multi-modal and multi-image AI models interactive

Jan Freyberg, Abhijit Guha Roy, Terry Spitz, Beverly Freeman, Mike Schaekermann, Patricia Strachan, Eva Schnider, Renee Wong, Dale R Webster, Alan Karthikesalingam, Yun Liu, Krishnamurthy Dvijotham, Umesh Telang

专题命中诊断辅助：medical AI(abstract)；diagnosis(abstract)

Comments 15 pages, 7 figures

2205.13273 2024-01-05 cs.CV cs.LG cs.NE eess.IV 67%

Acute Lymphoblastic Leukemia Detection Using Hypercomplex-Valued Convolutional Neural Networks

Guilherme Vieira, Marcos Eduardo Valle

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments Accepted for presentation at 2022 International Joint Conference on Neural Networks (IJCNN 2022), 18-23 July, 2022, Padua, Italy

Journal ref 2022 International Joint Conference on Neural Networks (IJCNN)

2312.16772 2023-12-29 eess.IV cs.CV cs.LG 67%

Unsupversied feature correlation model to predict breast abnormal variation maps in longitudinal mammograms

Jun Bai, Annie Jin, Madison Adams, Clifford Yang, Sheida Nabavi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2312.08766 2023-12-15 eess.IV cs.CV cs.LG 67%

A Dual Convolutional Neural Network Pipeline for Melanoma Diagnostics and Prognostics

Marie Bø-Sande, Edvin Benjaminsen, Neel Kanwal, Saul Fuster, Helga Hardardottir, Ingrid Lundal, Emiel A. M. Janssen, Kjersti Engan

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments Accepted at NLDL 2024

2312.08193 2023-12-14 eess.IV cs.CV cs.LG 67%

Universal Adversarial Framework to Improve Adversarial Robustness for Diabetic Retinopathy Detection

Samrat Mukherjee, Dibyanayan Bandyopadhyay, Baban Gain, Asif Ekbal

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2312.06979 2023-12-13 eess.IV cs.CV cs.LG 67%

On the notion of Hallucinations from the lens of Bias and Validity in Synthetic CXR Images

Gauri Bhardwaj, Yuvaraj Govindarajulu, Sundaraparipurnan Narayanan, Pavan Kulkarni, Manojkumar Parmar

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments Accepted at 37th Conference on Neural Information Processing Systems (NeurIPS 2023) - "Medical Imaging Meets NeurIPS" Workshop

2310.08897 2023-11-23 eess.IV cs.CV cs.LG 67%

Self supervised convolutional kernel based handcrafted feature harmonization: Enhanced left ventricle hypertension disease phenotyping on echocardiography

Jina Lee, Youngtaek Hong, Dawun Jeong, Yeonggul Jang, Jaeik Jeon, Sihyeon Jeong, Taekgeun Jung, Yeonyee E. Yoon, Inki Moon, Seung-Ah Lee, Hyuk-Jae Chang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 11 pages, 7 figures

2311.01996 2023-11-06 eess.IV cs.CV cs.LG 67%

Detection of keratoconus Diseases using deep Learning

AKM Enzam-Ul Haque, Golam Rabbany, Md. Siam

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2311.01854 2023-11-06 eess.IV cs.CV cs.LG 67%

An Ensemble Machine Learning Approach for Screening Covid-19 based on Urine Parameters

Behzad Moayedi, Abdalsamad Keramatfar, Mohammad Hadi Goldani, Mohammad Javad Fallahi, Alborz Jahangirisisakht, Mohammad Saboori, Leyla badiei

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2303.11340 2023-11-02 cs.LG cs.AI cs.CV eess.SP 67%

HDformer: A Higher Dimensional Transformer for Diabetes Detection Utilizing Long Range Vascular Signals

Ella Lan

专题命中诊断辅助：biomedical(abstract)；分类 cs.CV、cs.LG、eess.SP

Comments 9 pages, 8 figures

2310.10806 2023-10-18 eess.IV cs.CV cs.LG 67%

Convolutional Neural Network Model for Diabetic Retinopathy Feature Extraction and Classification

Sharan Subramanian, Leilani H. Gilpin

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 9 pages, 2 tables, 5 figures

2310.06315 2023-10-11 stat.ME 67%

Ultra-high dimensional confounder selection algorithms comparison with application to radiomics data

Ismaïla Baldé, Debashis Ghosh

专题命中诊断辅助：medical image(abstract)；diagnosis(abstract)

2308.15141 2023-08-30 eess.IV cs.CV cs.LG 67%

Uncertainty Aware Training to Improve Deep Learning Model Calibration for Classification of Cardiac MR Images

Tareen Dawood, Chen Chen, Baldeep S. Sidhua, Bram Ruijsink, Justin Goulda, Bradley Porter, Mark K. Elliott, Vishal Mehta, Christopher A. Rinaldi, Esther Puyol-Anton, Reza Razavi, Andrew P. King

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2201.08865 2023-08-28 eess.IV cs.CV cs.LG 67%

On the in vivo recognition of kidney stones using machine learning

Francisco Lopez-Tiro, Vincent Estrade, Jacques Hubert, Daniel Flores-Araiza, Miguel Gonzalez-Mendoza, Gilberto Ochoa-Ruiz, Christian Daul

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments Paper submitted to IEEE Access

2304.11957 2023-08-22 physics.med-ph cs.CL 67%

Benchmarking ChatGPT-4 on ACR Radiation Oncology In-Training (TXIT) Exam and Red Journal Gray Zone Cases: Potentials and Challenges for AI-Assisted Medical Education and Decision Making in Radiation Oncology

Yixing Huang, Ahmed Gomaa, Sabine Semrau, Marlen Haderlein, Sebastian Lettmaier, Thomas Weissmann, Johanna Grigo, Hassen Ben Tkhayat, Benjamin Frey, Udo S. Gaipl, Luitpold V. Distel, Andreas Maier, Rainer Fietkau, Christoph Bert, Florian Putz

专题命中诊断辅助：diagnosis(abstract)；radiology(abstract)

2307.01759 2023-08-08 cs.CV cs.LG eess.IV 67%

Pretraining is All You Need: A Multi-Atlas Enhanced Transformer Framework for Autism Spectrum Disorder Classification

Lucas Mahler, Qi Wang, Julius Steiglechner, Florian Birk, Samuel Heczko, Klaus Scheffler, Gabriele Lohmann

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2307.16528 2023-08-01 eess.IV cs.CV cs.LG 67%

Deep Learning and Computer Vision for Glaucoma Detection: A Review

Mona Ashtari-Majlan, Mohammad Mahdi Dehshibi, David Masip

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2307.11017 2023-07-21 cs.CV cs.LG eess.IV 67%

Multi-objective point cloud autoencoders for explainable myocardial infarction prediction

Marcel Beetz, Abhirup Banerjee, Vicente Grau

专题命中诊断辅助：pathology(abstract)；分类 cs.CV、cs.LG、eess.IV

2307.09823 2023-07-20 eess.IV cs.CV cs.LG 67%

Multi-modal Learning based Prediction for Disease

Yaran Chen, Xueyu Chen, Yu Han, Haoran Li, Dongbin Zhao, Jingzhong Li, Xu Wang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2212.03868 2023-06-23 eess.IV cs.AI cs.CV cs.LG 67%

Deep Learning for Brain Age Estimation: A Systematic Review

M. Tanveer, M. A. Ganaie, Iman Beheshti, Tripti Goel, Nehal Ahmad, Kuan-Ting Lai, Kaizhu Huang, Yu-Dong Zhang, Javier Del Ser, Chin-Teng Lin

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2306.11411 2023-06-21 physics.optics physics.med-ph 67%

Mueller matrix based characterization of Cervical tissue sections: A quantitative comparison of Polar and Differential decomposition methods

Nishkarsh Kumar, Jeeban Kumar Nayak, Asima Pradhan, Nirmalya Ghosh

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)

2302.09807 2023-06-21 eess.IV cs.AI cs.CV cs.LG stat.ML 67%

A Novel Collaborative Self-Supervised Learning Method for Radiomic Data

Zhiyuan Li, Hailong Li, Anca L. Ralescu, Jonathan R. Dillman, Nehal A. Parikh, Lili He

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 14 pages, 7 figures

Journal ref Neuroimage. 2023;120229

2304.10691 2023-06-09 eess.IV cs.CV cs.LG 67%

SkinGPT-4: An Interactive Dermatology Diagnostic System with Visual Large Language Model

Juexiao Zhou, Xiaonan He, Liyuan Sun, Jiannan Xu, Xiuying Chen, Yuetan Chu, Longxi Zhou, Xingyu Liao, Bin Zhang, Xin Gao

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2109.11806 2023-05-25 eess.IV cs.CV cs.LG 67%

A Multi-stage Transfer Learning Framework for Diabetic Retinopathy Grading on Small Data

Lei Shi, Bin Wang, Junxing Zhang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 6 pages,Accepted by IEEE ICC2023

2305.04008 2023-05-09 cs.CY 67%

Algorithmic Bias, Generalist Models,and Clinical Medicine

Geoff Keeling

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)

Comments 20 pages, 0 figures

2304.12719 2023-04-26 eess.IV cs.CV cs.LG 67%

Eye tracking guided deep multiple instance learning with dual cross-attention for fundus disease detection

Hongyang Jiang, Jingqi Huang, Chen Tang, Xiaoqing Zhang, Mengdi Gao, Jiang Liu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 10 pages, 9 figures

2304.09322 2023-04-20 eess.IV cs.CV cs.LG 67%

Multi-Modality Multi-Scale Cardiovascular Disease Subtypes Classification Using Raman Image and Medical History

Bo Yu, Hechang Chen, Chengyou Jia, Hongren Zhou, Lele Cong, Xiankai Li, Jianhui Zhuang, Xianling Cong

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Journal ref [J]. Expert Systems with Applications, 2023: 119965

2304.07740 2023-04-18 physics.app-ph physics.data-an physics.ins-det physics.optics 67%

Applications of Raman Spectroscopy in Clinical Medicine

Yaping Qi, Esther Xinyi Chen, Dan Hu, Ying Yang, Zhenping Wu, Ming Zheng, Mohammad A. Sadi, Yucheng Jiang, Kang Zhang, Zi Chen, Yong P. Chen

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)

2211.11872 2023-04-07 eess.IV cs.CV cs.LG 67%

Classification of Melanocytic Nevus Images using BigTransfer (BiT)

Sanya Sinha, Nilay Gupta

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 5 pages, 3 figures

2303.10738 2023-03-21 eess.IV cs.CV cs.LG 67%

MIA-3DCNN: COVID-19 Detection Based on a 3D CNN

Igor Kenzo Ishikawa Oshiro Nakashima, Giovanna Vendramini, Helio Pedrini

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

1. 诊断辅助 8250 篇

MINT: A wrapper to make multi-modal and multi-image AI models interactive

Acute Lymphoblastic Leukemia Detection Using Hypercomplex-Valued Convolutional Neural Networks

Unsupversied feature correlation model to predict breast abnormal variation maps in longitudinal mammograms

A Dual Convolutional Neural Network Pipeline for Melanoma Diagnostics and Prognostics

Universal Adversarial Framework to Improve Adversarial Robustness for Diabetic Retinopathy Detection

On the notion of Hallucinations from the lens of Bias and Validity in Synthetic CXR Images

Self supervised convolutional kernel based handcrafted feature harmonization: Enhanced left ventricle hypertension disease phenotyping on echocardiography

Detection of keratoconus Diseases using deep Learning

An Ensemble Machine Learning Approach for Screening Covid-19 based on Urine Parameters

HDformer: A Higher Dimensional Transformer for Diabetes Detection Utilizing Long Range Vascular Signals

Convolutional Neural Network Model for Diabetic Retinopathy Feature Extraction and Classification

Ultra-high dimensional confounder selection algorithms comparison with application to radiomics data

Uncertainty Aware Training to Improve Deep Learning Model Calibration for Classification of Cardiac MR Images

On the in vivo recognition of kidney stones using machine learning

Benchmarking ChatGPT-4 on ACR Radiation Oncology In-Training (TXIT) Exam and Red Journal Gray Zone Cases: Potentials and Challenges for AI-Assisted Medical Education and Decision Making in Radiation Oncology

Pretraining is All You Need: A Multi-Atlas Enhanced Transformer Framework for Autism Spectrum Disorder Classification

Deep Learning and Computer Vision for Glaucoma Detection: A Review

Multi-objective point cloud autoencoders for explainable myocardial infarction prediction

Multi-modal Learning based Prediction for Disease

Deep Learning for Brain Age Estimation: A Systematic Review

Mueller matrix based characterization of Cervical tissue sections: A quantitative comparison of Polar and Differential decomposition methods

A Novel Collaborative Self-Supervised Learning Method for Radiomic Data

SkinGPT-4: An Interactive Dermatology Diagnostic System with Visual Large Language Model

A Multi-stage Transfer Learning Framework for Diabetic Retinopathy Grading on Small Data

Algorithmic Bias, Generalist Models,and Clinical Medicine

Eye tracking guided deep multiple instance learning with dual cross-attention for fundus disease detection

Multi-Modality Multi-Scale Cardiovascular Disease Subtypes Classification Using Raman Image and Medical History

Applications of Raman Spectroscopy in Clinical Medicine

Classification of Melanocytic Nevus Images using BigTransfer (BiT)

MIA-3DCNN: COVID-19 Detection Based on a 3D CNN