163 related articles for article (PubMed ID: 38324293)
1. Federated Learning for Decentralized Artificial Intelligence in Melanoma Diagnostics.
Haggenmüller S; Schmitt M; Krieghoff-Henning E; Hekler A; Maron RC; Wies C; Utikal JS; Meier F; Hobelsberger S; Gellrich FF; Sergon M; Hauschild A; French LE; Heinzerling L; Schlager JG; Ghoreschi K; Schlaak M; Hilke FJ; Poch G; Korsing S; Berking C; Heppt MV; Erdmann M; Haferkamp S; Drexler K; Schadendorf D; Sondermann W; Goebeler M; Schilling B; Kather JN; Fröhling S; Brinker TJ
JAMA Dermatol; 2024 Mar; 160(3):303-311. PubMed ID: 38324293
[TBL] [Abstract][Full Text] [Related]
2. A scalable federated learning solution for secondary care using low-cost microcomputing: privacy-preserving development and evaluation of a COVID-19 screening test in UK hospitals.
Soltan AAS; Thakur A; Yang J; Chauhan A; D'Cruz LG; Dickson P; Soltan MA; Thickett DR; Eyre DW; Zhu T; Clifton DA
Lancet Digit Health; 2024 Feb; 6(2):e93-e104. PubMed ID: 38278619
[TBL] [Abstract][Full Text] [Related]
3. Federated Learning for Microvasculature Segmentation and Diabetic Retinopathy Classification of OCT Data.
Lo J; Yu TT; Ma D; Zang P; Owen JP; Zhang Q; Wang RK; Beg MF; Lee AY; Jia Y; Sarunic MV
Ophthalmol Sci; 2021 Dec; 1(4):100069. PubMed ID: 36246944
[TBL] [Abstract][Full Text] [Related]
4. Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts.
Haggenmüller S; Maron RC; Hekler A; Utikal JS; Barata C; Barnhill RL; Beltraminelli H; Berking C; Betz-Stablein B; Blum A; Braun SA; Carr R; Combalia M; Fernandez-Figueras MT; Ferrara G; Fraitag S; French LE; Gellrich FF; Ghoreschi K; Goebeler M; Guitera P; Haenssle HA; Haferkamp S; Heinzerling L; Heppt MV; Hilke FJ; Hobelsberger S; Krahl D; Kutzner H; Lallas A; Liopyris K; Llamas-Velasco M; Malvehy J; Meier F; Müller CSL; Navarini AA; Navarrete-Dechent C; Perasole A; Poch G; Podlipnik S; Requena L; Rotemberg VM; Saggini A; Sangueza OP; Santonja C; Schadendorf D; Schilling B; Schlaak M; Schlager JG; Sergon M; Sondermann W; Soyer HP; Starz H; Stolz W; Vale E; Weyers W; Zink A; Krieghoff-Henning E; Kather JN; von Kalle C; Lipka DB; Fröhling S; Hauschild A; Kittler H; Brinker TJ
Eur J Cancer; 2021 Oct; 156():202-216. PubMed ID: 34509059
[TBL] [Abstract][Full Text] [Related]
5. Assessment of Accuracy of an Artificial Intelligence Algorithm to Detect Melanoma in Images of Skin Lesions.
Phillips M; Marsden H; Jaffe W; Matin RN; Wali GN; Greenhalgh J; McGrath E; James R; Ladoyanni E; Bewley A; Argenziano G; Palamaras I
JAMA Netw Open; 2019 Oct; 2(10):e1913436. PubMed ID: 31617929
[TBL] [Abstract][Full Text] [Related]
6. A novel decentralized federated learning approach to train on globally distributed, poor quality, and protected private medical data.
Nguyen TV; Dakka MA; Diakiw SM; VerMilyea MD; Perugini M; Hall JMM; Perugini D
Sci Rep; 2022 May; 12(1):8888. PubMed ID: 35614106
[TBL] [Abstract][Full Text] [Related]
7. Generation of a Melanoma and Nevus Data Set From Unstandardized Clinical Photographs on the Internet.
Cho SI; Navarrete-Dechent C; Daneshjou R; Cho HS; Chang SE; Kim SH; Na JI; Han SS
JAMA Dermatol; 2023 Nov; 159(11):1223-1231. PubMed ID: 37792351
[TBL] [Abstract][Full Text] [Related]
8. Federated learning with hyper-network-a case study on whole slide image analysis.
Lin Y; Wang H; Li W; Shen J
Sci Rep; 2023 Jan; 13(1):1724. PubMed ID: 36720907
[TBL] [Abstract][Full Text] [Related]
9. Decentralized Distributed Multi-institutional PET Image Segmentation Using a Federated Deep Learning Framework.
Shiri I; Vafaei Sadr A; Amini M; Salimi Y; Sanaat A; Akhavanallaf A; Razeghi B; Ferdowsi S; Saberi A; Arabi H; Becker M; Voloshynovskiy S; Gündüz D; Rahmim A; Zaidi H
Clin Nucl Med; 2022 Jul; 47(7):606-617. PubMed ID: 35442222
[TBL] [Abstract][Full Text] [Related]
10. Decentralized collaborative multi-institutional PET attenuation and scatter correction using federated deep learning.
Shiri I; Vafaei Sadr A; Akhavan A; Salimi Y; Sanaat A; Amini M; Razeghi B; Saberi A; Arabi H; Ferdowsi S; Voloshynovskiy S; Gündüz D; Rahmim A; Zaidi H
Eur J Nucl Med Mol Imaging; 2023 Mar; 50(4):1034-1050. PubMed ID: 36508026
[TBL] [Abstract][Full Text] [Related]
11. Ensemble Federated Learning Approach for Diagnostics of Multi-Order Lung Cancer.
Subashchandrabose U; John R; Anbazhagu UV; Venkatesan VK; Thyluru Ramakrishna M
Diagnostics (Basel); 2023 Sep; 13(19):. PubMed ID: 37835796
[TBL] [Abstract][Full Text] [Related]
12. Encrypted federated learning for secure decentralized collaboration in cancer image analysis.
Truhn D; Tayebi Arasteh S; Saldanha OL; Müller-Franzes G; Khader F; Quirke P; West NP; Gray R; Hutchins GGA; James JA; Loughrey MB; Salto-Tellez M; Brenner H; Brobeil A; Yuan T; Chang-Claude J; Hoffmeister M; Foersch S; Han T; Keil S; Schulze-Hagen M; Isfort P; Bruners P; Kaissis G; Kuhl C; Nebelung S; Kather JN
Med Image Anal; 2024 Feb; 92():103059. PubMed ID: 38104402
[TBL] [Abstract][Full Text] [Related]
13. A Comparative Study of Performance Between Federated Learning and Centralized Learning Using Pathological Image of Endometrial Cancer.
Yeom JC; Kim JH; Kim YJ; Kim J; Kim KG
J Imaging Inform Med; 2024 Feb; ():. PubMed ID: 38381385
[TBL] [Abstract][Full Text] [Related]
14. Federated learning for computational pathology on gigapixel whole slide images.
Lu MY; Chen RJ; Kong D; Lipkova J; Singh R; Williamson DFK; Chen TY; Mahmood F
Med Image Anal; 2022 Feb; 76():102298. PubMed ID: 34911013
[TBL] [Abstract][Full Text] [Related]
15. Dermoscopy, with and without visual inspection, for diagnosing melanoma in adults.
Dinnes J; Deeks JJ; Chuchu N; Ferrante di Ruffano L; Matin RN; Thomson DR; Wong KY; Aldridge RB; Abbott R; Fawzy M; Bayliss SE; Grainge MJ; Takwoingi Y; Davenport C; Godfrey K; Walter FM; Williams HC;
Cochrane Database Syst Rev; 2018 Dec; 12(12):CD011902. PubMed ID: 30521682
[TBL] [Abstract][Full Text] [Related]
16. Federated Learning-Based Detection of Invasive Carcinoma of No Special Type with Histopathological Images.
Agbley BLY; Li J; Hossin MA; Nneji GU; Jackson J; Monday HN; James EC
Diagnostics (Basel); 2022 Jul; 12(7):. PubMed ID: 35885573
[TBL] [Abstract][Full Text] [Related]
17. Federated Learning for Thyroid Ultrasound Image Analysis to Protect Personal Information: Validation Study in a Real Health Care Environment.
Lee H; Chai YJ; Joo H; Lee K; Hwang JY; Kim SM; Kim K; Nam IC; Choi JY; Yu HW; Lee MC; Masuoka H; Miyauchi A; Lee KE; Kim S; Kong HJ
JMIR Med Inform; 2021 May; 9(5):e25869. PubMed ID: 33858817
[TBL] [Abstract][Full Text] [Related]
18. Diagnostic assessment of deep learning for melanocytic lesions using whole-slide pathological images.
Ba W; Wang R; Yin G; Song Z; Zou J; Zhong C; Yang J; Yu G; Yang H; Zhang L; Li C
Transl Oncol; 2021 Sep; 14(9):101161. PubMed ID: 34192650
[TBL] [Abstract][Full Text] [Related]
19. Blockchain and homomorphic encryption based privacy-preserving model aggregation for medical images.
Kumar R; Kumar J; Khan AA; Zakria ; Ali H; Bernard CM; Khan RU; Zeng S
Comput Med Imaging Graph; 2022 Dec; 102():102139. PubMed ID: 36395604
[TBL] [Abstract][Full Text] [Related]
20. Federated Learning on Clinical Benchmark Data: Performance Assessment.
Lee GH; Shin SY
J Med Internet Res; 2020 Oct; 22(10):e20891. PubMed ID: 33104011
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]
