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Texture analysis and machine learning algorithms accurately predict histologic grade in small (< 4 cm) clear cell renal cell carcinomas: a pilot study
Haji-Momenian, Shawn, Lin, Zixian, Patel, Bhumi, Law, Nicole, Michalak, Adam, Nayak, Anishsanjay, Earls, James, Loew, Murray
Published in Abdominal imaging (01.03.2020)
Published in Abdominal imaging (01.03.2020)
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Journal Article
Next-Generation Radiogenomics Sequencing for Prediction of EGFR and KRAS Mutation Status in NSCLC Patients Using Multimodal Imaging and Machine Learning Algorithms
Shiri, Isaac, Maleki, Hasan, Hajianfar, Ghasem, Abdollahi, Hamid, Ashrafinia, Saeed, Hatt, Mathieu, Zaidi, Habib, Oveisi, Mehrdad, Rahmim, Arman
Published in Molecular imaging and biology (01.08.2020)
Published in Molecular imaging and biology (01.08.2020)
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Journal Article
Lung Cancer Diagnosis From Computed Tomography Images Using Deep Learning Algorithms With Random Pixel Swap Data Augmentation: Algorithm Development and Validation Study
Abe, Ayomide Adeyemi, Nyathi, Mpumelelo
Published in JMIR bioinformatics and biotechnology (03.09.2025)
Published in JMIR bioinformatics and biotechnology (03.09.2025)
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Journal Article
Prediction of peripheral lymph node metastasis (LNM) in thyroid cancer using delta radiomics derived from enhanced CT combined with multiple machine learning algorithms
Wang, Wenzhi, Jin, Feng, Song, Lina, Yang, Jinfang, Ye, Yingjian, Liu, Junjie, Xu, Lei, An, Peng
Published in European journal of medical research (13.03.2025)
Published in European journal of medical research (13.03.2025)
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Journal Article
A New Deep Learning Algorithm for Detecting Spinal Metastases on Computed Tomography Images
Motohashi, Masataka, Funauchi, Yuki, Adachi, Takuya, Fujioka, Tomoyuki, Otaka, Naoya, Kamiko, Yuka, Okada, Takashi, Tateishi, Ukihide, Okawa, Atsushi, Yoshii, Toshitaka, Sato, Shingo
Published in Spine (Philadelphia, Pa. 1976) (15.03.2024)
Published in Spine (Philadelphia, Pa. 1976) (15.03.2024)
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Journal Article
Screening for extranodal extension in HPV-associated oropharyngeal carcinoma: evaluation of a CT-based deep learning algorithm in patient data from a multicentre, randomised de-escalation trial
Kann, Benjamin H, Likitlersuang, Jirapat, Bontempi, Dennis, Ye, Zezhong, Aneja, Sanjay, Bakst, Richard, Kelly, Hillary R, Juliano, Amy F, Payabvash, Sam, Guenette, Jeffrey P, Uppaluri, Ravindra, Margalit, Danielle N, Schoenfeld, Jonathan D, Tishler, Roy B, Haddad, Robert, Aerts, Hugo J W L, Garcia, Joaquin J, Flamand, Yael, Subramaniam, Rathan M, Burtness, Barbara A, Ferris, Robert L
Published in The Lancet. Digital health (01.06.2023)
Published in The Lancet. Digital health (01.06.2023)
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Journal Article
A 2-year investigation of the impact of the computed tomography–derived fractional flow reserve calculated using a deep learning algorithm on routine decision-making for coronary artery disease management
Liu, Xin, Mo, Xukai, Zhang, Heye, Yang, Guang, Shi, Changzheng, Hau, William Kongtou
Published in European radiology (01.09.2021)
Published in European radiology (01.09.2021)
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Journal Article
External Test of a Deep Learning Algorithm for Pulmonary Nodule Malignancy Risk Stratification Using European Screening Data
Antonissen, Noa, Venkadesh, Kiran Vaidhya, Dinnessen, Renate, Scholten, Ernst Th, Saghir, Zaigham, Silva, Mario, Pastorino, Ugo, Sidorenkov, Grigory, Heuvelmans, Marjolein A, de Bock, Geertruida H, Mohamed Hoesein, Firdaus A A, de Jong, Pim A, Groen, Harry J M, Vliegenthart, Rozemarijn, Gietema, Hester A, Prokop, Mathias, Schaefer-Prokop, Cornelia, Jacobs, Colin
Published in Radiology (01.09.2025)
Published in Radiology (01.09.2025)
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Journal Article
Automated detection and quantification of prostatic PSMA uptake in SPECT/CT using a deep learning algorithm for segmentation of pelvic anatomy
Sjostrand, Karl, Anand, Aseem, Richter, Jens, Johnsson, Kerstin, Gjertsson, Konrad, Edenbrandt, Lars, Wong, Vivien
Published in The Journal of nuclear medicine (1978) (01.05.2018)
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Published in The Journal of nuclear medicine (1978) (01.05.2018)
Journal Article
An explainable deep-learning algorithm for the detection of acute intracranial haemorrhage from small datasets
Lee, Hyunkwang, Yune, Sehyo, Mansouri, Mohammad, Kim, Myeongchan, Tajmir, Shahein H., Guerrier, Claude E., Ebert, Sarah A., Pomerantz, Stuart R., Romero, Javier M., Kamalian, Shahmir, Gonzalez, Ramon G., Lev, Michael H., Do, Synho
Published in Nature biomedical engineering (01.03.2019)
Published in Nature biomedical engineering (01.03.2019)
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Journal Article
Deep learning algorithms for detection of critical findings in head CT scans: a retrospective study
Chilamkurthy, Sasank, Ghosh, Rohit, Tanamala, Swetha, Biviji, Mustafa, Campeau, Norbert G, Venugopal, Vasantha Kumar, Mahajan, Vidur, Rao, Pooja, Warier, Prashant
Published in The Lancet (British edition) (01.12.2018)
Published in The Lancet (British edition) (01.12.2018)
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Journal Article
A deep learning algorithm for automated measurement of vertebral body compression from X-ray images
Seo, Jae Won, Lim, Sang Heon, Jeong, Jin Gyo, Kim, Young Jae, Kim, Kwang Gi, Jeon, Ji Young
Published in Scientific reports (02.07.2021)
Published in Scientific reports (02.07.2021)
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Journal Article
Image quality and dose reduction opportunity of deep learning image reconstruction algorithm for CT: a phantom study
Greffier, Joël, Hamard, Aymeric, Pereira, Fabricio, Barrau, Corinne, Pasquier, Hugo, Beregi, Jean Paul, Frandon, Julien
Published in European radiology (01.07.2020)
Published in European radiology (01.07.2020)
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Journal Article
Development and External Validation of a Deep Learning Algorithm to Identify and Localize Subarachnoid Hemorrhage on CT Scans
Thanellas, Antonios, Peura, Heikki, Lavinto, Mikko, Ruokola, Tomi, Vieli, Moira, Staartjes, Victor E, Winklhofer, Sebastian, Serra, Carlo, Regli, Luca, Korja, Miikka
Published in Neurology (21.03.2023)
Published in Neurology (21.03.2023)
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Journal Article
Exploring the potential of artificial intelligence in paediatric dentistry: A systematic review on deep learning algorithms for dental anomaly detection
Hartman, Henri, Nurdin, Denny, Akbar, Saiful, Cahyanto, Arief, Setiawan, Arlette Suzy
Published in International journal of paediatric dentistry (01.09.2024)
Published in International journal of paediatric dentistry (01.09.2024)
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