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A 3D Probabilistic Deep Learning System for Detection and Diagnosis of Lung Cancer Using Low-Dose CT Scans

8 February 2019

Papers citing "A 3D Probabilistic Deep Learning System for Detection and Diagnosis of Lung Cancer Using Low-Dose CT Scans"

24 / 24 papers shown

Title
Lung-CADex: Fully automatic Zero-Shot Detection and Classification of Lung Nodules in Thoracic CT Images Furqan Shaukat Syed Muhammad Anwar Abhijeet Parida Van Lam M. Linguraru Mubarak Shah 54 2 0 02 Jul 2024
Knowledge-Informed Machine Learning for Cancer Diagnosis and Prognosis: A review Lingchao Mao Hairong Wang Leland S. Hu Nhan L Tran Peter D Canoll Kristin R Swanson Jing Li 122 6 0 12 Jan 2024
Swin-Tempo: Temporal-Aware Lung Nodule Detection in CT Scans as Video Sequences Using Swin Transformer-Enhanced UNet Hossein Jafari Karim Faez H. Amindavar MedIm ViT 28 1 0 05 Oct 2023
Probabilistic Self-supervised Learning via Scoring Rules Minimization Amirhossein Vahidi Simon Schoßer Lisa Wimmer Yawei Li B. Bischl Eyke Hüllermeier Mina Rezaei SSL 71 2 0 05 Sep 2023
A Cascaded Approach for ultraly High Performance Lesion Detection and False Positive Removal in Liver CT Scans Fakai Wang Chi-Tung Cheng Chien-Wei Peng K. Yan Min Wu Le Lu Chien-Hung Liao Ling Zhang MedIm 64 4 0 28 Jun 2023
Unsupervised Cross-domain Pulmonary Nodule Detection without Source Data Rui Xu Yong Luo Bo Du OOD 82 1 0 03 Apr 2023
SGDA: Towards 3D Universal Pulmonary Nodule Detection via Slice Grouped Domain Attention Rui Xu Zhi Liu Yong Luo Han Hu Li Shen Bo Du Kaiming Kuang Jiancheng Yang ViT 214 14 0 07 Mar 2023
Computer-Aided Cancer Diagnosis via Machine Learning and Deep Learning: A comparative review Solene Bechelli 60 2 0 19 Oct 2022
Trustworthy clinical AI solutions: a unified review of uncertainty quantification in deep learning models for medical image analysis Benjamin Lambert Florence Forbes A. Tucholka Senan Doyle Harmonie Dehaene M. Dojat 110 90 0 05 Oct 2022
Variational Autoencoder Kernel Interpretation and Selection for Classification Fábio Mendonça S. Mostafa F. M. Dias A. Ravelo-García DRL 41 0 0 10 Sep 2022
Slice-level Detection of Intracranial Hemorrhage on CT Using Deep Descriptors of Adjacent Slices Dat Ngo Thao T. B. Nguyen Hieu T. Nguyen D. Nguyen H. Nguyen Hieu H. Pham OOD 68 2 0 05 Aug 2022
LSSANet: A Long Short Slice-Aware Network for Pulmonary Nodule Detection Rui Xu Yong Luo Bo Du Kaiming Kuang Jiancheng Yang 44 10 0 03 Aug 2022
Enhancing Cancer Prediction in Challenging Screen-Detected Incident Lung Nodules Using Time-Series Deep Learning S. Aslani P. Alluri E. Gudmundsson E. Chandy J. McCabe ... Rahul Chakkara A. Nair Daniel C. Alexander Summit consortium Joseph Jacob 47 5 0 30 Mar 2022
Faithful learning with sure data for lung nodule diagnosis Hanxiao Zhang Liang Chen Xiao Gu Minghui Zhang Yulei Qin Feng Yao Zhexin Wang Yun Gu Guangyao Yang 39 1 0 25 Feb 2022
Deep Learning Applications for Lung Cancer Diagnosis: A systematic review H. Hosseini R. Monsefi Shabnam Shadroo MedIm 39 57 0 01 Jan 2022
Multiple Instance Learning for Brain Tumor Detection from Magnetic Resonance Spectroscopy Data D. Lu G. Kurz N. Polomac Iskra Gacheva E. Hattingen Jochen Triesch 27 0 0 16 Dec 2021
Context-LGM: Leveraging Object-Context Relation for Context-Aware Object Recognition Mingzhou Liu Xinwei Sun Fandong Zhang Yizhou Yu Yizhou Wang 64 0 0 08 Oct 2021
Multiple Instance Learning with Auxiliary Task Weighting for Multiple Myeloma Classification Talha Qaiser S. Winzeck Theodore Barfoot T. Barwick S. Doran ... N. Tunariu D. Koh C. Messiou A. Rockall Ben Glocker 60 9 0 16 Jul 2021
Learning from Ambiguous Labels for Lung Nodule Malignancy Prediction Zehui Liao Yutong Xie Shishuai Hu Yong-quan Xia AI4CE 66 31 0 23 Apr 2021
3D Reasoning for Unsupervised Anomaly Detection in Pediatric WbMRI Alex Chang Vinith Suriyakumar Abhishek Moturu James Tu Nipaporn Tewattanarat Sayali Joshi A. Doria Anna Goldenberg MedIm 37 1 0 24 Mar 2021
Interpretative Computer-aided Lung Cancer Diagnosis: from Radiology Analysis to Malignancy Evaluation Shaohua Zheng Zhiqiang Shen Chenhao Pei Wangbin Ding Haojin Lin Jie-xuan Zheng Lin Pan Bin Zheng Liqin Huang 33 25 0 22 Feb 2021
Attention based Multiple Instance Learning for Classification of Blood Cell Disorders Ario Sadafi A. Makhro A. Bogdanova Nassir Navab Tingying Peng Shadi Albarqouni Carsten Marr 52 31 0 22 Jul 2020
Deep Learning on Point Clouds for False Positive Reduction at Nodule Detection in Chest CT Scans I. Drokin Elena Ericheva 3DPC 49 8 0 07 May 2020
Deep convolutional neural networks for multi-planar lung nodule detection: improvement in small nodule identification S. Zheng L. Cornelissen Xiaonan Cui Xueping Jing Raymond N. J. Veldhuis M. Oudkerk P. V. van Ooijen MedIm 27 33 0 13 Jan 2020