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Table representation of search results timeline featuring number of search results per year.

Year Number of Results
2012 2
2013 3
2014 3
2015 5
2016 9
2017 8
2018 3
2019 11
2020 5
2021 11
2022 11
2023 7
2024 10

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Page 1
A survey on deep learning in medical image analysis.
Litjens G, Kooi T, Bejnordi BE, Setio AAA, Ciompi F, Ghafoorian M, van der Laak JAWM, van Ginneken B, Sánchez CI. Litjens G, et al. Med Image Anal. 2017 Dec;42:60-88. doi: 10.1016/j.media.2017.07.005. Epub 2017 Jul 26. Med Image Anal. 2017. PMID: 28778026 Review.
The 2019 International Society of Urological Pathology (ISUP) Consensus Conference on Grading of Prostatic Carcinoma.
van Leenders GJLH, van der Kwast TH, Grignon DJ, Evans AJ, Kristiansen G, Kweldam CF, Litjens G, McKenney JK, Melamed J, Mottet N, Paner GP, Samaratunga H, Schoots IG, Simko JP, Tsuzuki T, Varma M, Warren AY, Wheeler TM, Williamson SR, Iczkowski KA; ISUP Grading Workshop Panel Members. van Leenders GJLH, et al. Among authors: litjens g. Am J Surg Pathol. 2020 Aug;44(8):e87-e99. doi: 10.1097/PAS.0000000000001497. Am J Surg Pathol. 2020. PMID: 32459716 Free PMC article.
Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer.
Ehteshami Bejnordi B, Veta M, Johannes van Diest P, van Ginneken B, Karssemeijer N, Litjens G, van der Laak JAWM; the CAMELYON16 Consortium; Hermsen M, Manson QF, Balkenhol M, Geessink O, Stathonikos N, van Dijk MC, Bult P, Beca F, Beck AH, Wang D, Khosla A, Gargeya R, Irshad H, Zhong A, Dou Q, Li Q, Chen H, Lin HJ, Heng PA, Haß C, Bruni E, Wong Q, Halici U, Öner MÜ, Cetin-Atalay R, Berseth M, Khvatkov V, Vylegzhanin A, Kraus O, Shaban M, Rajpoot N, Awan R, Sirinukunwattana K, Qaiser T, Tsang YW, Tellez D, Annuscheit J, Hufnagl P, Valkonen M, Kartasalo K, Latonen L, Ruusuvuori P, Liimatainen K, Albarqouni S, Mungal B, George A, Demirci S, Navab N, Watanabe S, Seno S, Takenaka Y, Matsuda H, Ahmady Phoulady H, Kovalev V, Kalinovsky A, Liauchuk V, Bueno G, Fernandez-Carrobles MM, Serrano I, Deniz O, Racoceanu D, Venâncio R. Ehteshami Bejnordi B, et al. Among authors: litjens g. JAMA. 2017 Dec 12;318(22):2199-2210. doi: 10.1001/jama.2017.14585. JAMA. 2017. PMID: 29234806 Free PMC article.
The Medical Segmentation Decathlon.
Antonelli M, Reinke A, Bakas S, Farahani K, Kopp-Schneider A, Landman BA, Litjens G, Menze B, Ronneberger O, Summers RM, van Ginneken B, Bilello M, Bilic P, Christ PF, Do RKG, Gollub MJ, Heckers SH, Huisman H, Jarnagin WR, McHugo MK, Napel S, Pernicka JSG, Rhode K, Tobon-Gomez C, Vorontsov E, Meakin JA, Ourselin S, Wiesenfarth M, Arbeláez P, Bae B, Chen S, Daza L, Feng J, He B, Isensee F, Ji Y, Jia F, Kim I, Maier-Hein K, Merhof D, Pai A, Park B, Perslev M, Rezaiifar R, Rippel O, Sarasua I, Shen W, Son J, Wachinger C, Wang L, Wang Y, Xia Y, Xu D, Xu Z, Zheng Y, Simpson AL, Maier-Hein L, Cardoso MJ. Antonelli M, et al. Among authors: litjens g. Nat Commun. 2022 Jul 15;13(1):4128. doi: 10.1038/s41467-022-30695-9. Nat Commun. 2022. PMID: 35840566 Free PMC article.
State-of-the-Art Deep Learning in Cardiovascular Image Analysis.
Litjens G, Ciompi F, Wolterink JM, de Vos BD, Leiner T, Teuwen J, Išgum I. Litjens G, et al. JACC Cardiovasc Imaging. 2019 Aug;12(8 Pt 1):1549-1565. doi: 10.1016/j.jcmg.2019.06.009. JACC Cardiovasc Imaging. 2019. PMID: 31395244 Free article. Review.
Metrics reloaded: recommendations for image analysis validation.
Maier-Hein L, Reinke A, Godau P, Tizabi MD, Buettner F, Christodoulou E, Glocker B, Isensee F, Kleesiek J, Kozubek M, Reyes M, Riegler MA, Wiesenfarth M, Kavur AE, Sudre CH, Baumgartner M, Eisenmann M, Heckmann-Nötzel D, Rädsch T, Acion L, Antonelli M, Arbel T, Bakas S, Benis A, Blaschko MB, Cardoso MJ, Cheplygina V, Cimini BA, Collins GS, Farahani K, Ferrer L, Galdran A, van Ginneken B, Haase R, Hashimoto DA, Hoffman MM, Huisman M, Jannin P, Kahn CE, Kainmueller D, Kainz B, Karargyris A, Karthikesalingam A, Kofler F, Kopp-Schneider A, Kreshuk A, Kurc T, Landman BA, Litjens G, Madani A, Maier-Hein K, Martel AL, Mattson P, Meijering E, Menze B, Moons KGM, Müller H, Nichyporuk B, Nickel F, Petersen J, Rajpoot N, Rieke N, Saez-Rodriguez J, Sánchez CI, Shetty S, van Smeden M, Summers RM, Taha AA, Tiulpin A, Tsaftaris SA, Van Calster B, Varoquaux G, Jäger PF. Maier-Hein L, et al. Among authors: litjens g. Nat Methods. 2024 Feb;21(2):195-212. doi: 10.1038/s41592-023-02151-z. Epub 2024 Feb 12. Nat Methods. 2024. PMID: 38347141 Free article. Review.
Artificial intelligence for diagnosis and Gleason grading of prostate cancer: the PANDA challenge.
Bulten W, Kartasalo K, Chen PC, Ström P, Pinckaers H, Nagpal K, Cai Y, Steiner DF, van Boven H, Vink R, Hulsbergen-van de Kaa C, van der Laak J, Amin MB, Evans AJ, van der Kwast T, Allan R, Humphrey PA, Grönberg H, Samaratunga H, Delahunt B, Tsuzuki T, Häkkinen T, Egevad L, Demkin M, Dane S, Tan F, Valkonen M, Corrado GS, Peng L, Mermel CH, Ruusuvuori P, Litjens G, Eklund M; PANDA challenge consortium. Bulten W, et al. Among authors: litjens g. Nat Med. 2022 Jan;28(1):154-163. doi: 10.1038/s41591-021-01620-2. Epub 2022 Jan 13. Nat Med. 2022. PMID: 35027755 Free PMC article.
Understanding metric-related pitfalls in image analysis validation.
Reinke A, Tizabi MD, Baumgartner M, Eisenmann M, Heckmann-Nötzel D, Kavur AE, Rädsch T, Sudre CH, Acion L, Antonelli M, Arbel T, Bakas S, Benis A, Buettner F, Cardoso MJ, Cheplygina V, Chen J, Christodoulou E, Cimini BA, Farahani K, Ferrer L, Galdran A, van Ginneken B, Glocker B, Godau P, Hashimoto DA, Hoffman MM, Huisman M, Isensee F, Jannin P, Kahn CE, Kainmueller D, Kainz B, Karargyris A, Kleesiek J, Kofler F, Kooi T, Kopp-Schneider A, Kozubek M, Kreshuk A, Kurc T, Landman BA, Litjens G, Madani A, Maier-Hein K, Martel AL, Meijering E, Menze B, Moons KGM, Müller H, Nichyporuk B, Nickel F, Petersen J, Rafelski SM, Rajpoot N, Reyes M, Riegler MA, Rieke N, Saez-Rodriguez J, Sánchez CI, Shetty S, Summers RM, Taha AA, Tiulpin A, Tsaftaris SA, Van Calster B, Varoquaux G, Yaniv ZR, Jäger PF, Maier-Hein L. Reinke A, et al. Among authors: litjens g. Nat Methods. 2024 Feb;21(2):182-194. doi: 10.1038/s41592-023-02150-0. Epub 2024 Feb 12. Nat Methods. 2024. PMID: 38347140 Review.
Deep learning in histopathology: the path to the clinic.
van der Laak J, Litjens G, Ciompi F. van der Laak J, et al. Among authors: litjens g. Nat Med. 2021 May;27(5):775-784. doi: 10.1038/s41591-021-01343-4. Epub 2021 May 14. Nat Med. 2021. PMID: 33990804 Review.
No pixel-level annotations needed.
van der Laak J, Ciompi F, Litjens G. van der Laak J, et al. Among authors: litjens g. Nat Biomed Eng. 2019 Nov;3(11):855-856. doi: 10.1038/s41551-019-0472-6. Nat Biomed Eng. 2019. PMID: 31624355 No abstract available.
78 results