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Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer
Ehteshami Bejnordi, Babak, Veta, Mitko, Johannes van Diest, Paul, van Ginneken, Bram, Karssemeijer, Nico, Litjens, Geert, van der Laak, Jeroen A. W. M, Hermsen, Meyke, Manson, Quirine F, Balkenhol, Maschenka, Geessink, Oscar, Stathonikos, Nikolaos, van Dijk, Marcory CRF, Bult, Peter, Beca, Francisco, Beck, Andrew H, Wang, Dayong, Khosla, Aditya, Gargeya, Rishab, Irshad, Humayun, Zhong, Aoxiao, Dou, Qi, Li, Quanzheng, Chen, Hao, Lin, Huang-Jing, Heng, Pheng-Ann, Haß, Christian, Bruni, Elia, Wong, Quincy, Halici, Ugur, Öner, Mustafa Ümit, Cetin-Atalay, Rengul, Berseth, Matt, Khvatkov, Vitali, Vylegzhanin, Alexei, Kraus, Oren, Shaban, Muhammad, Rajpoot, Nasir, Awan, Ruqayya, Sirinukunwattana, Korsuk, Qaiser, Talha, Tsang, Yee-Wah, Tellez, David, Annuscheit, Jonas, Hufnagl, Peter, Valkonen, Mira, Kartasalo, Kimmo, Latonen, Leena, Ruusuvuori, Pekka, Liimatainen, Kaisa, Albarqouni, Shadi, Mungal, Bharti, George, Ami, Demirci, Stefanie, Navab, Nassir, Watanabe, Seiryo, Seno, Shigeto, Takenaka, Yoichi, Matsuda, Hideo, Ahmady Phoulady, Hady, Kovalev, Vassili, Kalinovsky, Alexander, Liauchuk, Vitali, Bueno, Gloria, Fernandez-Carrobles, M. Milagro, Serrano, Ismael, Deniz, Oscar, Racoceanu, Daniel, Venâncio, Rui
Published in JAMA : the journal of the American Medical Association (12.12.2017)
Published in JAMA : the journal of the American Medical Association (12.12.2017)
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Journal Article
Machine Learning-Based Automated Diagnostic Systems Developed for Heart Failure Prediction Using Different Types of Data Modalities: A Systematic Review and Future Directions
Javeed, Ashir, Khan, Shafqat Ullah, Ali, Liaqat, Ali, Sardar, Imrana, Yakubu, Rahman, Atiqur
Published in COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE (2022)
Published in COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE (2022)
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Journal Article
Publication
Common pre-diagnostic features in individuals with different rare diseases represent a key for diagnostic support with computerized pattern recognition?
Grigull, Lorenz, Mehmecke, Sandra, Rother, Ann-Katrin, Blöß, Susanne, Klemann, Christian, Schumacher, Ulrike, Mücke, Urs, Kortum, Xiaowei, Lechner, Werner, Klawonn, Frank
Published in PloS one (10.10.2019)
Published in PloS one (10.10.2019)
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Journal Article
Multiplexed cytokine profiling identifies diagnostic signatures for latent tuberculosis and reactivation risk stratification
Meserve, Krista, Chapman, Cole A., Xu, Mingrui, Zhou, Haowen, Robison, Heather M., Hilgart, Heather R., Arias-Sanchez, Pedro P., Pathakumari, Balaji, Reddy, Manik R., Daniel, Kale A., Cox, Thomas M., Erskine, Courtney L., Marty, Paige K., Vadiyala, Mounika, Karnakoti, Snigdha, Van Keulen, Virginia, Theel, Elitza, Peikert, Tobias, Bushell, Colleen, Welge, Michael, Laniado-Laborin, Rafael, Zhu, Ruoqing, Escalante, Patricio, Bailey, Ryan C.
Published in PloS one (09.04.2025)
Published in PloS one (09.04.2025)
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Journal Article
Improving a data mining based diagnostic support tool for rare diseases on the example of M. Fabry: Gender differences need to be taken into account
Hahn, Philipp, Lechner, Werner, Siefen, Rainer-Georg, Lampe, Christina, Nordbeck, Peter, Grigull, Lorenz, Lücke, Thomas
Published in PloS one (30.06.2025)
Published in PloS one (30.06.2025)
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Journal Article
Artificial Intelligence in Coronary Computed Tomography Angiography: From Anatomy to Prognosis
Guaricci, Andrea I., Rabbat, Mark G., Pontone, Gianluca, Baggiano, Andrea, Guglielmo, Marco, Scafuri, Stefano, Chiesa, Mattia, De Cecco, Carlo N., Tesche, Christian, Van Assen, Marly, Muscogiuri, Giuseppe, Fusini, Laura
Published in BioMed research international (2020)
Published in BioMed research international (2020)
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Journal Article
Development of the International Classification of Diseases Ontology (ICDO) and its application for COVID-19 diagnostic data analysis
Wan, Ling, Song, Justin, He, Virginia, Roman, Jennifer, Whah, Grace, Peng, Suyuan, Zhang, Luxia, He, Yongqun
Published in BMC bioinformatics (18.10.2021)
Published in BMC bioinformatics (18.10.2021)
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Journal Article
Developing and Evaluating an AI-Based Computer-Aided Diagnosis System for Retinal Disease: Diagnostic Study for Central Serous Chorioretinopathy
Yoon, Jeewoo, Han, Jinyoung, Ko, Junseo, Choi, Seong, Park, Ji In, Hwang, Joon Seo, Han, Jeong Mo, Hwang, Daniel Duck-Jin
Published in Journal of medical Internet research (29.11.2023)
Published in Journal of medical Internet research (29.11.2023)
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Journal Article
Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists
Rajpurkar, Pranav, Irvin, Jeremy, Ball, Robyn L., Zhu, Kaylie, Yang, Brandon, Mehta, Hershel, Duan, Tony, Ding, Daisy, Bagul, Aarti, Langlotz, Curtis P., Patel, Bhavik N., Yeom, Kristen W., Shpanskaya, Katie, Blankenberg, Francis G., Seekins, Jayne, Amrhein, Timothy J., Mong, David A., Halabi, Safwan S., Zucker, Evan J., Ng, Andrew Y., Lungren, Matthew P.
Published in PLoS medicine (20.11.2018)
Published in PLoS medicine (20.11.2018)
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Journal Article
Results of the 2016 International Skin Imaging Collaboration International Symposium on Biomedical Imaging challenge: Comparison of the accuracy of computer algorithms to dermatologists for the diagnosis of melanoma from dermoscopic images
Marchetti, Michael A., Codella, Noel C.F., Dusza, Stephen W., Gutman, David A., Helba, Brian, Kalloo, Aadi, Mishra, Nabin, Carrera, Cristina, Celebi, M. Emre, DeFazio, Jennifer L., Jaimes, Natalia, Marghoob, Ashfaq A., Quigley, Elizabeth, Scope, Alon, Yélamos, Oriol, Halpern, Allan C.
Published in Journal of the American Academy of Dermatology (01.02.2018)
Published in Journal of the American Academy of Dermatology (01.02.2018)
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Journal Article
Diagnostic Support for Selected Paediatric Pulmonary Diseases Using Answer-Pattern Recognition in Questionnaires Based on Combined Data Mining Applications—A Monocentric Observational Pilot Study
Rother, Ann-Katrin, Schwerk, Nicolaus, Brinkmann, Folke, Klawonn, Frank, Lechner, Werner, Grigull, Lorenz
Published in PloS one (12.08.2015)
Published in PloS one (12.08.2015)
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Journal Article
QUAIDE - Quality assessment of AI preclinical studies in diagnostic endoscopy
Antonelli, Giulio, Libanio, Diogo, De Groof, Albert Jeroen, van der Sommen, Fons, Mascagni, Pietro, Sinonquel, Pieter, Abdelrahim, Mohamed, Ahmad, Omer, Berzin, Tyler, Bhandari, Pradeep, Bretthauer, Michael, Coimbra, Miguel, Dekker, Evelien, Ebigbo, Alanna, Eelbode, Tom, Frazzoni, Leonardo, Gross, Seth A, Ishihara, Ryu, Kaminski, Michal Filip, Messmann, Helmut, Mori, Yuichi, Padoy, Nicolas, Parasa, Sravanthi, Pilonis, Nastazja Dagny, Renna, Francesco, Repici, Alessandro, Simsek, Cem, Spadaccini, Marco, Bisschops, Raf, Bergman, Jacques J G H M, Hassan, Cesare, Dinis Ribeiro, Mario
Published in Gut (01.01.2025)
Published in Gut (01.01.2025)
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Journal Article
Fully Automated Segmentation of Fluid/Cyst Regions in Optical Coherence Tomography Images With Diabetic Macular Edema Using Neutrosophic Sets and Graph Algorithms
Rashno, Abdolreza, Koozekanani, Dara D., Drayna, Paul M., Nazari, Behzad, Sadri, Saeed, Rabbani, Hossein, Parhi, Keshab K.
Published in IEEE transactions on biomedical engineering (01.05.2018)
Published in IEEE transactions on biomedical engineering (01.05.2018)
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Journal Article
Diagnostic Accuracy of a Machine-Learning Approach to Coronary Computed Tomographic Angiography–Based Fractional Flow Reserve: Result From the MACHINE Consortium
Coenen, Adriaan, Kim, Young-Hak, Kruk, Mariusz, Tesche, Christian, De Geer, Jakob, Kurata, Akira, Lubbers, Marisa L., Daemen, Joost, Itu, Lucian, Rapaka, Saikiran, Sharma, Puneet, Schwemmer, Chris, Persson, Anders, Schoepf, U. Joseph, Kepka, Cezary, Hyun Yang, Dong, Nieman, Koen
Published in Circulation. Cardiovascular imaging (01.06.2018)
Published in Circulation. Cardiovascular imaging (01.06.2018)
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Journal Article
Exciting experiences in the ‘Rocky road to digital diagnostics’
Montironi, Rodolfo, Cimadamore, Alessia, Lopez-Beltran, Antonio, Cheng, Liang, Scarpelli, Marina
Published in Journal of clinical pathology (01.01.2021)
Published in Journal of clinical pathology (01.01.2021)
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Journal Article
A Deep Learning Approach to Diagnostic Classification of Prostate Cancer Using Pathology–Radiology Fusion
Khosravi, Pegah, Lysandrou, Maria, Eljalby, Mahmoud, Li, Qianzi, Kazemi, Ehsan, Zisimopoulos, Pantelis, Sigaras, Alexandros, Brendel, Matthew, Barnes, Josue, Ricketts, Camir, Meleshko, Dmitry, Yat, Andy, McClure, Timothy D., Robinson, Brian D., Sboner, Andrea, Elemento, Olivier, Chughtai, Bilal, Hajirasouliha, Iman
Published in Journal of magnetic resonance imaging (01.08.2021)
Published in Journal of magnetic resonance imaging (01.08.2021)
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Journal Article
Block coordinate descent algorithm improves variable selection and estimation in error‐in‐variables regression
Escribe, Célia, Lu, Tianyuan, Keller‐Baruch, Julyan, Forgetta, Vincenzo, Xiao, Bowei, Richards, J. Brent, Bhatnagar, Sahir, Oualkacha, Karim, Greenwood, Celia M. T.
Published in Genetic epidemiology (01.12.2021)
Published in Genetic epidemiology (01.12.2021)
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Journal Article
An Image Processing Approach for Detection of Prenatal Heart Disease
Selvan, Saravana, Thangaraj, S. John Justin, Samson Isaac, J., Benil, T., Muthulakshmi, K., Almoallim, Hesham S., Ali Alharbi, Sulaiman, Kumar, R. R., Thimothy, Sojan Palukaran
Published in BioMed research international (2022)
Published in BioMed research international (2022)
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Journal Article