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Evaluating reproducibility of AI algorithms in digital pathology with DAPPER
Bizzego, Andrea, Bussola, Nicole, Chierici, Marco, Maggio, Valerio, Francescatto, Margherita, Cima, Luca, Cristoforetti, Marco, Jurman, Giuseppe, Furlanello, Cesare
Published in PLoS computational biology (01.03.2019)
Published in PLoS computational biology (01.03.2019)
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Journal Article
Design Characteristics of Studies Reporting the Performance of Artificial Intelligence Algorithms for Diagnostic Analysis of Medical Images: Results from Recently Published Papers
Kim, Dong Wook, Jang, Hye Young, Kim, Kyung Won, Shin, Youngbin, Park, Seong Ho
Published in Korean journal of radiology (01.03.2019)
Published in Korean journal of radiology (01.03.2019)
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Journal Article
Validation of Vetscan Imagyst®, a diagnostic test utilizing an artificial intelligence deep learning algorithm, for detecting strongyles and Parascaris spp. in equine fecal samples
Steuer, Ashley, Fritzler, Jason, Boggan, SaraBeth, Daniel, Ian, Cowles, Bobby, Penn, Cory, Goldstein, Richard, Lin, Dan
Published in Parasites & vectors (12.11.2024)
Published in Parasites & vectors (12.11.2024)
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Journal Article
A machine learning algorithm supports ultrasound-naïve novices in the acquisition of diagnostic echocardiography loops and provides accurate estimation of LVEF
Schneider, Matthias, Bartko, Philipp, Geller, Welf, Dannenberg, Varius, König, Andreas, Binder, Christina, Goliasch, Georg, Hengstenberg, Christian, Binder, Thomas
Published in International journal of cardiac imaging (01.02.2021)
Published in International journal of cardiac imaging (01.02.2021)
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Journal Article
AI-Driven Diagnostic Assistance in Medical Inquiry: Reinforcement Learning Algorithm Development and Validation
Zou, Xuan, He, Weijie, Huang, Yu, Ouyang, Yi, Zhang, Zhen, Wu, Yu, Wu, Yongsheng, Feng, Lili, Wu, Sheng, Yang, Mengqi, Chen, Xuyan, Zheng, Yefeng, Jiang, Rui, Chen, Ting
Published in Journal of medical Internet research (23.08.2024)
Published in Journal of medical Internet research (23.08.2024)
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Journal Article
Real-world clinical impact of three commercial AI algorithms on musculoskeletal radiography interpretation: A prospective crossover reader study
Prucker, Philipp, Lemke, Tristan, Mertens, Christian J., Ziegelmayer, Sebastian, Graf, Markus M., Weller, Dominik, Kim, Su Hwan, Gassert, Florian T., Kader, Avan, Dorfner, Felix J., Meddeb, Aymen, Makowski, Marcus R., Lammert, Jacqueline, Huber, Thomas, Lohöfer, Fabian, Bressem, Keno K., Adams, Lisa C., Luiken, Ina, Busch, Felix
Published in International journal of medical informatics (Shannon, Ireland) (01.01.2026)
Published in International journal of medical informatics (Shannon, Ireland) (01.01.2026)
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Journal Article
Medical Diagnostic Systems Using Artificial Intelligence (AI) Algorithms: Principles and Perspectives
Kaur, Simarjeet, Singla, Jimmy, Nkenyereye, Lewis, Jha, Sudan, Prashar, Deepak, Joshi, Gyanendra Prasad, El-Sappagh, Shaker, Islam, Md. Saiful, Islam, S. M. Riazul
Published in IEEE access (2020)
Published in IEEE access (2020)
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Journal Article
Toward human-level concept learning: Pattern benchmarking for AI algorithms
Holzinger, Andreas, Saranti, Anna, Angerschmid, Alessa, Finzel, Bettina, Schmid, Ute, Mueller, Heimo
Published in Patterns (New York, N.Y.) (11.08.2023)
Published in Patterns (New York, N.Y.) (11.08.2023)
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Journal Article
Deep learning algorithms for automated detection of Crohn’s disease ulcers by video capsule endoscopy
Klang, Eyal, Barash, Yiftach, Margalit, Reuma Yehuda, Soffer, Shelly, Shimon, Orit, Albshesh, Ahmad, Ben-Horin, Shomron, Amitai, Marianne Michal, Eliakim, Rami, Kopylov, Uri
Published in Gastrointestinal endoscopy (01.03.2020)
Published in Gastrointestinal endoscopy (01.03.2020)
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Journal Article
Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets
Harmon, Stephanie A., Sanford, Thomas H., Xu, Sheng, Turkbey, Evrim B., Roth, Holger, Xu, Ziyue, Yang, Dong, Myronenko, Andriy, Anderson, Victoria, Amalou, Amel, Blain, Maxime, Kassin, Michael, Long, Dilara, Varble, Nicole, Walker, Stephanie M., Bagci, Ulas, Ierardi, Anna Maria, Stellato, Elvira, Plensich, Guido Giovanni, Franceschelli, Giuseppe, Girlando, Cristiano, Irmici, Giovanni, Labella, Dominic, Hammoud, Dima, Malayeri, Ashkan, Jones, Elizabeth, Summers, Ronald M., Choyke, Peter L., Xu, Daguang, Flores, Mona, Tamura, Kaku, Obinata, Hirofumi, Mori, Hitoshi, Patella, Francesca, Cariati, Maurizio, Carrafiello, Gianpaolo, An, Peng, Wood, Bradford J., Turkbey, Baris
Published in Nature communications (14.08.2020)
Published in Nature communications (14.08.2020)
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Journal Article
Clinical Validation of Artificial Intelligence–Augmented Pathology Diagnosis Demonstrates Significant Gains in Diagnostic Accuracy in Prostate Cancer Detection
Raciti, Patricia, Sue, Jillian, Retamero, Juan A., Ceballos, Rodrigo, Godrich, Ran, Kunz, Jeremy D., Casson, Adam, Thiagarajan, Dilip, Ebrahimzadeh, Zahra, Viret, Julian, Lee, Donghun, Schüffler, Peter J., DeMuth, George, Gulturk, Emre, Kanan, Christopher, Rothrock, Brandon, Reis-Filho, Jorge, Klimstra, David S., Reuter, Victor, Fuchs, Thomas J.
Published in Archives of pathology & laboratory medicine (1976) (01.10.2023)
Published in Archives of pathology & laboratory medicine (1976) (01.10.2023)
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Journal Article
How artificial intelligence might disrupt diagnostics in hematology in the near future
Walter, Wencke, Haferlach, Claudia, Nadarajah, Niroshan, Schmidts, Ines, Kühn, Constanze, Kern, Wolfgang, Haferlach, Torsten
Published in Oncogene (24.06.2021)
Published in Oncogene (24.06.2021)
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Journal Article
Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge
Zenk, Maximilian, Pati, Sarthak, Foley, Patrick, Zimmerer, David, Isensee, Fabian, Kassem, Hasan, Thakur, Siddhesh, Kushibar, Kaisar, Lekadir, Karim, Jiang, Meirui, Yang, Hongzheng, Paetzold, Johannes C., Pawar, Kamlesh, Chen, Zhaolin, Tuladhar, Anup, Souza, Raissa, Maurya, Akansh, Anand, Vikas Kumar, Ganesh, Chandan, Wagner, Ben, Reddy, Divya, Das, Yudhajit, Madhuranthakam, Ananth J., Ren, Jianxun, Siomos, Vasilis, Yan, Yonghong, Li, Zhaopei, Milesi, Alexandre, Nguyen, Quoc D., Huang, Tsung-Ming, Ma, Jun, Singh, Har Shwinder H., Xia, Yong, Dobko, Mariia, Carré, Alexandre, Alam, Saruar, Shah, Nameeta, Sako, Chiharu, Calabrese, Evan, Rudie, Jeffrey, Agzarian, Marc, Kozubek, Michal, Michálek, Jan, Ker^kovský, Miloš, Kopr^ivová, Tereza, Pinho, Marco C., Holcomb, James, Metz, Marie, Lee, Matthew D., Lui, Yvonne W., Yadav, Ipsa, Kumar, Neeraj, Bhuvaneshwar, Krithika, Sayah, Anousheh, Bencheqroun, Camelia, Colen, Rivka R., Kotrotsou, Aikaterini, Sahm, Felix, Choi, Yoon Seong, Lee, Seung-Koo, Chang, Jong Hee, Landman, Bennett, Chotai, Silky, Lee, Joonsang, Jeraj, Robert, Xavier Falcão, Alexandre, Lucio, Diego R., Radojewski, Piotr, Meier, Raphael, Wiest, Roland, Pichler, Josef, Necker, Georg, Meckel, Stephan, Mendoza, Cristobal, Baek, Stephen, Ismael, Heba, Allen, Bryan, Zacharaki, Evangelia I., Wen, Ning, Vallières, Martin, Lepage, Martin, Morón, Fanny, Mandel, Jacob, Liem, Spencer, Alexandre, Gregory S., Lombardo, Joseph, Odafe-Oyibotha, Olubunmi, Shu’aibu Hikima, Mustapha, Fu, Eric, Thompson, John A., Simpson, Amber L., Cutler, Danielle, Moraes, Fabio Y., Boss, Michael A., Schmidt, Kendall, Apgar, Charles, Kirby, Justin S., Albrecht, Jake, Karargyris, Alexandros, Maier-Hein, Klaus
Published in Nature communications (08.07.2025)
Published in Nature communications (08.07.2025)
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Journal Article
Diagnostic accuracy of convolutional neural network–based machine learning algorithms in endoscopic severity prediction of ulcerative colitis: a systematic review and meta-analysis
Jahagirdar, Vinay, Bapaye, Jay, Chandan, Saurabh, Ponnada, Suresh, Kochhar, Gursimran S., Navaneethan, Udayakumar, Mohan, Babu P.
Published in Gastrointestinal endoscopy (01.08.2023)
Published in Gastrointestinal endoscopy (01.08.2023)
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Journal Article
Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms
Schaffter, Thomas, Buist, Diana S. M., Lee, Christoph I., Nikulin, Yaroslav, Ribli, Dezso, Guan, Yuanfang, Lotter, William, Jie, Zequn, Du, Hao, Wang, Sijia, Feng, Jiashi, Feng, Mengling, Kim, Hyo-Eun, Albiol, Francisco, Albiol, Alberto, Morrell, Stephen, Wojna, Zbigniew, Ahsen, Mehmet Eren, Asif, Umar, Jimeno Yepes, Antonio, Yohanandan, Shivanthan, Rabinovici-Cohen, Simona, Yi, Darvin, Hoff, Bruce, Yu, Thomas, Chaibub Neto, Elias, Rubin, Daniel L., Lindholm, Peter, Margolies, Laurie R., McBride, Russell Bailey, Rothstein, Joseph H., Sieh, Weiva, Ben-Ari, Rami, Harrer, Stefan, Trister, Andrew, Friend, Stephen, Norman, Thea, Sahiner, Berkman, Strand, Fredrik, Guinney, Justin, Stolovitzky, Gustavo, Mackey, Lester, Cahoon, Joyce, Shen, Li, Sohn, Jae Ho, Trivedi, Hari, Shen, Yiqiu, Buturovic, Ljubomir, Pereira, Jose Costa, Cardoso, Jaime S., Castro, Eduardo, Kalleberg, Karl Trygve, Pelka, Obioma, Nedjar, Imane, Geras, Krzysztof J., Nensa, Felix, Goan, Ethan, Koitka, Sven, Caballero, Luis, Cox, David D., Krishnaswamy, Pavitra, Pandey, Gaurav, Friedrich, Christoph M., Perrin, Dimitri, Fookes, Clinton, Shi, Bibo, Cardoso Negrie, Gerard, Kawczynski, Michael, Cho, Kyunghyun, Khoo, Can Son, Lo, Joseph Y., Sorensen, A. Gregory, Jung, Hwejin
Published in JAMA network open (02.03.2020)
Published in JAMA network open (02.03.2020)
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Journal Article
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