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Evaluation of a Cascaded Deep Learning–based Algorithm for Prostate Lesion Detection at Biparametric MRI

by Lin, Yue, Yilmaz, Enis C., Belue, Mason J., Harmon, Stephanie A., Tetreault, Jesse, Phelps, Tim E., Merriman, Katie M., Hazen, Lindsey, Garcia, Charisse, Yang, Dong, Xu, Ziyue, Lay, Nathan S., Toubaji, Antoun, Merino, Maria J., Xu, Daguang, Law, Yan Mee, Gurram, Sandeep, Wood, Bradford J., Choyke, Peter L., Pinto, Peter A., Turkbey, Baris
Published in Radiology (01.05.2024)

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Enhanced Watershed Segmentation Algorithm-Based Modified ResNet50 Model for Brain Tumor Detection

by Sharma, Arpit Kumar, Nandal, Amita, Dhaka, Arvind, Koundal, Deepika, Bogatinoska, Dijana Capeska, Alyami, Hashem
Published in BioMed research international (2022)

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Deep learning-based algorithm for lung cancer detection on chest radiographs using the segmentation method

by Shimazaki, Akitoshi, Ueda, Daiju, Choppin, Antoine, Yamamoto, Akira, Honjo, Takashi, Shimahara, Yuki, Miki, Yukio
Published in Scientific reports (14.01.2022)

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Multimodal convolutional neural network–based algorithm for real-time detection and differentiation of malignant and inflammatory biliary strictures in cholangioscopy: a proof-of-concept study (with video)

by Ziegler, Joceline, Dobsch, Philipp, Rozema, Marten, Zuber-Jerger, Ina, Weigand, Kilian, Reuther, Stefan, Müller, Martina, Kandulski, Arne
Published in Gastrointestinal endoscopy (01.04.2025)

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YOLOv12 Algorithm-Aided Detection and Classification of Lateral Malleolar Avulsion Fracture and Subfibular Ossicle Based on CT Images: Multicenter Study

by Liu, Jiayi, Sun, Peng, Yuan, Yousheng, Chen, Zihan, Tian, Ke, Gao, Qian, Li, Xiangsheng, Xia, Liang, Zhang, Jun, Xu, Nan
Published in JMIR medical informatics (03.10.2025)

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External Validation of a Previously Developed Deep Learning–based Prostate Lesion Detection Algorithm on Paired External and In-House Biparametric MRI Scans

by Yilmaz, Enis C., Harmon, Stephanie A., Law, Yan Mee, Huang, Erich P., Belue, Mason J., Lin, Yue, Gelikman, David G., Ozyoruk, Kutsev B., Yang, Dong, Xu, Ziyue, Tetreault, Jesse, Xu, Daguang, Hazen, Lindsey A., Garcia, Charisse, Lay, Nathan S., Eclarinal, Philip, Toubaji, Antoun, Merino, Maria J., Wood, Bradford J., Gurram, Sandeep, Choyke, Peter L., Pinto, Peter A., Turkbey, Baris
Published in Radiology. Imaging cancer (01.11.2024)

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Research on carotid artery plaque anomaly detection algorithm based on ultrasound images

by Li, Yanzhi, Li, Wei, Li, Qian, Gao, Lin, Wang, Yu, Li, Siyuan, Wu, Bingjian
Published in Computers in biology and medicine (01.11.2024)

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Test-retest reproducibility of a deep learning–based automatic detection algorithm for the chest radiograph

by Kim, Hyungjin, Park, Chang Min, Goo, Jin Mo
Published in European radiology (01.04.2020)

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A colonic polyps detection algorithm based on an improved YOLOv5s

by Li, Jianjun, Zhao, Jinhui, Wang, Yifan, Zhu, Jinhui, Wei, Yanhong, Zhu, Junjiang, Li, Xiaolu, Yan, Shubin, Zhang, Qichun
Published in Scientific reports (26.02.2025)

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A Robust Automated Cataract Detection Algorithm Using Diagnostic Opinion Based Parameter Thresholding for Telemedicine Application

by Pathak, Shashwat, Kumar, Basant
Published in Electronics (Basel) (01.09.2016)

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Smart detection and diagnosis of diabetic retinopathy using bat based feature selection algorithm and deep forest technique

by Modi, Praveen, Kumar, Yugal
Published in Computers & industrial engineering (01.08.2023)

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Journal Article

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YOLO-MR: Meta-Learning-Based Lesion Detection Algorithm for Resolving Data Imbalance

by Lee, Eunseo, Kim, Jae-Seoung, Park, Dong Kyun, Whangbo, Taegkeun
Published in IEEE access (2024)

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Design of a model-based diagnostic algorithm for diesel particulate filter fault detection and isolation

by Polverino, Pierpaolo, Elefante, Serena, Arsie, Ivan, Pianese, Cesare
Published in AIP conference proceedings (17.12.2019)

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Journal Article Conference Proceeding

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Hybrid Deep Maxout-VGG-16 model for brain tumour detection and classification using MRI images

by Loganayagi, T., Sravani, Meesala, Maram, Balajee, Rao, Telu Venkata Madhusudhana
Published in Journal of biotechnology (01.09.2025)

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Automated assessment of periapical health based on the radiographic periapical index using YOLOv8, YOLOv11, and YOLOv12 one-stage object detection algorithms

by Saber, Shehabeldin, Abou El Nasr, Hend, Torky, Ahmed A., Saif, Nora
Published in Scientific reports (20.10.2025)

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Nature-Inspired Algorithms-Based Optimal Features Selection Strategy for COVID-19 Detection Using Medical Images

by Singh, Law Kumar, Khanna, Munish, Monga, Himanshu, singh, Rekha, Pandey, Gaurav
Published in New generation computing (01.11.2024)

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Mutual Information based hybrid model and deep learning for Acute Lymphocytic Leukemia detection in single cell blood smear images

by Jha, Krishna Kumar, Dutta, Himadri Sekhar
Published in Computer methods and programs in biomedicine (01.10.2019)

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Model-Based Battery Thermal Fault Diagnostics: Algorithms, Analysis, and Experiments

by Dey, Satadru, Perez, Hector E., Moura, Scott J.
Published in IEEE transactions on control systems technology (01.03.2019)

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Automated Algorithm for Generalized Tonic-Clonic Epileptic Seizure Onset Detection Based on sEMG Zero-Crossing Rate

by Conradsen, Isa, Beniczky, Sándor, Hoppe, Karsten, Wolf, Peter, Sorensen, Helge B. D.
Published in IEEE transactions on biomedical engineering (01.02.2012)

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Complete Blood Count and Monocyte Distribution Width–Based Machine Learning Algorithms for Sepsis Detection: Multicentric Development and External Validation Study

by Campagner, Andrea, Agnello, Luisa, Carobene, Anna, Padoan, Andrea, Del Ben, Fabio, Locatelli, Massimo, Plebani, Mario, Ognibene, Agostino, Lorubbio, Maria, De Vecchi, Elena, Cortegiani, Andrea, Piva, Elisa, Poz, Donatella, Curcio, Francesco, Cabitza, Federico, Ciaccio, Marcello
Published in Journal of medical Internet research (26.02.2025)

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