Lung and Pancreatic Tumor Characterization in the Deep Learning Era:
Novel Supervised and Unsupervised Learning Approaches

v1v2v3 (latest)

Lung and Pancreatic Tumor Characterization in the Deep Learning Era: Novel Supervised and Unsupervised Learning Approaches

10 January 2018

Sarfaraz Hussein

Michael B. Wallace

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Papers citing "Lung and Pancreatic Tumor Characterization in the Deep Learning Era: Novel Supervised and Unsupervised Learning Approaches"

17 / 17 papers shown

Title
Automated Defect Detection for Mass-Produced Electronic Components Based on YOLO Object Detection ModelsIEEE Sensors Journal (IEEE Sens. J.), 2024 Wei-Lung Mao Chun-Chi Wang Po-Heng Chou Yen-Ting Liu 71 11 0 02 Oct 2025
Graph-Radiomic Learning (GrRAiL) Descriptor to Characterize Imaging Heterogeneity in Confounding Tumor Pathologies Dheerendranath Battalapalli Apoorva Safai Maria Jaramillo Hyemin Um Gustavo Adalfo Pineda Ortiz Ulas Bagci M. Ahluwalia Marwa Ismail Pallavi Tiwari 35 0 0 23 Sep 2025
Radiomics Boosts Deep Learning Model for IPMN Classification Lanhong Yao Zheyu Zhang Ugur Demir Elif Keles C. Vendrami ... Cemal Yazici T. Tirkes Michael B. Wallace C. Spampinato Ulas Bagci 108 11 0 11 Sep 2023
The Past, Current, and Future of Neonatal Intensive Care Units with Artificial Intelligence Elif Keles Ulas Bagci 148 38 0 01 Feb 2023
Introduction to Machine Learning for Physicians: A Survival Guide for Data Deluge Ricards Marcinkevics Ece Ozkan Julia E. Vogt OOD LM&MA FedML 94 2 0 23 Dec 2022
Deep Learning Neural Network for Lung Cancer Classification: Enhanced Optimization FunctionMultimedia tools and applications (MTA), 2022 Bhoj Raj Pandit Abeer Alsadoon P. Prasad Sarmad Al Aloussi Tarik Ahmed Rashid O. H. Alsadoon Oday D. Jerew 119 34 0 05 Aug 2022
Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution ShiftInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 Wenao Ma Cheng Chen Shuang Zheng Jin Qin Huimao Zhang Qi Dou OOD 257 27 0 02 Jul 2022
Artificial Intelligence and Medicine: A literature review Chottiwatt Jittprasong LM&MA SyDa AI4CE 205 1 0 30 Apr 2022
Universal Generative Modeling for Calibration-free Parallel Mr ImagingIEEE International Symposium on Biomedical Imaging (ISBI), 2022 Wanqing Zhu Bing Guan Shanshan Wang Minghui Zhang Qiegen Liu MedIm 101 4 0 25 Jan 2022
MRI Reconstruction Using Deep Energy-Based ModelNMR in Biomedicine (NMR Biomed), 2021 Yu Guan Zongjiang Tu Shanshan Wang Qiegen Liu Yuhao Wang Dong Liang DiffM MedIm 156 18 0 07 Sep 2021
Automated detection of COVID-19 cases from chest X-ray images using deep neural network and XGBoost H. Nasiri Sharif Hasani 140 79 0 03 Sep 2021
ENHANCE (ENriching Health data by ANnotations of Crowd and Experts): A case study for skin lesion classificationMachine Learning for Biomedical Imaging (MLBI), 2021 Ralf Raumanns Gerard Schouten Max Joosten J. Pluim Veronika Cheplygina 162 7 0 27 Jul 2021
Homotopic Gradients of Generative Density Priors for MR Image Reconstruction Cong Quan Jinjie Zhou Yuanzheng Zhu Yang Chen Shanshan Wang Dong Liang Qiegen Liu DiffM MedIm 116 29 0 14 Aug 2020
COVIDX-Net: A Framework of Deep Learning Classifiers to Diagnose COVID-19 in X-Ray Images E. E. Hemdan M. Shouman Mohamed E. Karar 201 1,060 0 24 Mar 2020
A Novel and Efficient Tumor Detection Framework for Pancreatic Cancer via CT ImagesAnnual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2020 Zhengdong Zhang Shuai Li Ziyang Wang Yun Lu MedIm 86 41 0 11 Feb 2020
Evolving the pulmonary nodules diagnosis from classical approaches to deep learning aided decision support: three decades development course and future prospect Bo Liu Wenhao Chi Xinran Li Peng Li W. Liang Haiping Liu Wei Wang Jianxing He 132 73 0 23 Jan 2019
Multi-Scale Coarse-to-Fine Segmentation for Screening Pancreatic Ductal AdenocarcinomaInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2018 Zhuotun Zhu Yingda Xia Lingxi Xie Elliot K. Fishman Alan Yuille MedIm 156 104 0 09 Jul 2018

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