RT @natBME: “We used the computational nature of the technique to generate stains that would have been impossible to create using tradition…
RT @natBME: “We used the computational nature of the technique to generate stains that would have been impossible to create using tradition…
RT @natBME: “We used the computational nature of the technique to generate stains that would have been impossible to create using tradition…
“We used the computational nature of the technique to generate stains that would have been impossible to create using traditional histochemical staining.” #AfterThePaper https://t.co/9u92yBISCq https://t.co/VtSTflzKFM [Paper] https://t.co/p8EXNgmMRF
RT @InnovateUCLA: Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning, published @natBME https://t…
RT @Amro_Hussien: Virtual histological staining of unlabelled tissue-autofluorescence images can be generated via machine/deep learning. 🤯…
RT @natBME: "Computational analyses on multiple scales [...] are expected to assist the characterization of tissue microstructure and of bi…
RT @natBME: "Computational analyses on multiple scales [...] are expected to assist the characterization of tissue microstructure and of bi…
RT @natBME: "Computational analyses on multiple scales [...] are expected to assist the characterization of tissue microstructure and of bi…
RT @natBME: Histologically stained slides can be generated from unlabelled autofluorescence images of tissue samples via deep learning. htt…
RT @natBME: Histologically stained slides can be generated from unlabelled autofluorescence images of tissue samples via deep learning. htt…
RT @natBME: Histologically stained slides can be generated from unlabelled autofluorescence images of tissue samples via deep learning. htt…
RT @natBME: Histologically stained slides can be generated from unlabelled autofluorescence images of tissue samples via deep learning. htt…
RT @natBME: Histologically stained slides can be generated from unlabelled autofluorescence images of tissue samples via deep learning. htt…
@Brother18910058 @sanamloghavi @ALBoothMD @KMirza @JoeKhouryMD @ASCP_Chicago @MelissaUpton7 @mjcascio @auerglass Apparently we're getting there: https://t.co/VLUYjVFIV9
I am reading through this paper for an upcoming journal club https://t.co/7ZqZhVRyh9 and wondering how it's viewed in the ML community @IAmSamFin - the results look like magic - autoflourescence alone can recapitulate H&E through GAN based training of
RT @Amro_Hussien: Virtual histological staining of unlabelled tissue-autofluorescence images can be generated via machine/deep learning. 🤯…
Virtual histological staining of unlabelled tissue-autofluorescence images can be generated via machine/deep learning. 🤯 From Aydogan Ozcan's lab @natBME https://t.co/8fa4ZOxfXZ https://t.co/t70tAZ4uRf
RT @natBME: "Computational analyses on multiple scales [...] are expected to assist the characterization of tissue microstructure and of bi…
RT @natBME: "Computational analyses on multiple scales [...] are expected to assist the characterization of tissue microstructure and of bi…
"Computational analyses on multiple scales [...] are expected to assist the characterization of tissue microstructure and of biological and pathological processes." https://t.co/s4014HYlJF [N&V] https://t.co/800nvGx5Y0 [Paper] https://t.co/kbAk6dfJ6m
RT @osamu_iizuka: https://t.co/yuWBwRtVxx CNNを用いたDeep Learningで、未染色の組織標本に対して仮想染色を行う有効性が確認されたようです。とても興味深いです。
https://t.co/yuWBwRtVxx CNNを用いたDeep Learningで、未染色の組織標本に対して仮想染色を行う有効性が確認されたようです。とても興味深いです。
RT @TGEGatONJCRI: Wow - another game changer in Pathology! https://t.co/vzD0OC4EYQ
Wow - another game changer in Pathology!
RT @DrCraigGedye: Make your enemy into your friend: when doing fluorescence imaging of tissues, autofluorescence is the enemy; #machinelear…
Make your enemy into your friend: when doing fluorescence imaging of tissues, autofluorescence is the enemy; #machinelearning enables this to be used as information instead and replicates traditional histology staining. Too cool.
RT @natBME: Histologically stained slides can be generated from unlabelled autofluorescence images of tissue samples via deep learning. htt…
RT @natBME: Histologically stained slides can be generated from unlabelled autofluorescence images of tissue samples via deep learning. htt…
computational staining!
RT @natBME: Histologically stained slides can be generated from unlabelled autofluorescence images of tissue samples via deep learning. htt…
RT @natBME: Histologically stained slides can be generated from unlabelled autofluorescence images of tissue samples via deep learning. htt…
RT @natBME: Histologically stained slides can be generated from unlabelled autofluorescence images of tissue samples via deep learning. htt…
Histologically stained slides can be generated from unlabelled autofluorescence images of tissue samples via deep learning. https://t.co/mXzwk0Jpif [N&V] https://t.co/ngPFILgQbe [Paper] https://t.co/2w03ct5mDG
Generate H&E and other #pathology stains through #deeplearning, using autofluorescence image as base image. Rivenson 2019 https://t.co/mhszEzkyu2
CNNを使って未染色組織標本をAIで色付け。病理学者に見せても違和感なし。Virtual Stainingの論文。https://t.co/35QLYdMi7g
RT @InnovateUCLA: Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning, published @natBME https://t…
Tissue autofluorescence has been quite a challenge in image analysis of fluorescent staining. Nice to see that it can be used to generate H&E images using GANs. https://t.co/X3elFIaL47
Virtual staining in histopathology just around the corner. The end of tinctorial stains? #pathology #NeuralNetworks #DigitalPathology https://t.co/ehjeRCan76
Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning https://t.co/zDGEcN97OA #DeepLearning
RT @EricTopol: How deep learning #AI can become the pathologist's best friend! —Unlabelled histo: https://t.co/6P9JdMyWGu @natBME by @UCLAe…
RT @natBME: Deep learning can be used to virtually stain autofluorescence images of unlabelled tissue sections, generating images that are…
RT @natBME: Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning https://t.co/YZSZcSe9IO https://t.…
RT @JZRenalPath: Interesting study. I was one of the blinded pathologist in this study. I didn't even realize I was looking at unstained ti…
RT @natBME: Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning https://t.co/YZSZcSe9IO https://t.…
RT @natBME: Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning https://t.co/YZSZcSe9IO https://t.…
Virtual histological staining of unlabelled tissue-autofluorescence images via #deeplearning https://t.co/z4ytGDzVNN #pathology #histology #informatics #machinelearning https://t.co/zhQxg8lCfs
RT @natBME: Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning https://t.co/YZSZcSe9IO https://t.…
RT @olkazuraw: #AI gaining even more momentum in #digitalPathology with virtual, #DeepLearning based H&E modelling https://t.co/qR8z9rFciQ
#AI gaining even more momentum in #digitalPathology with virtual, #DeepLearning based H&E modelling https://t.co/qR8z9rFciQ
RT @LauredelaVega: Very cool! "Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning" https://t.co/j…
Selon Nature Biomedical Engineering des chercheurs ont mis au point un réseau de neurones capable d'analyser plus efficacement des images histologique d’échantillons de tissus par "coloration virtuelle". #IA Etude [UK] https://t.co/XanWSBq3Fd Article [FR]
RT @DanOrringerMD: .@PepPamies, @natBME- it felt like you had a hand in the @TriConference #digitalpathology session yesterday on MUSE @rml…
RT @EricTopol: How deep learning #AI can become the pathologist's best friend! —Unlabelled histo: https://t.co/6P9JdMyWGu @natBME by @UCLAe…
RT @DanOrringerMD: .@PepPamies, @natBME- it felt like you had a hand in the @TriConference #digitalpathology session yesterday on MUSE @rml…
.@PepPamies, @natBME- it felt like you had a hand in the @TriConference #digitalpathology session yesterday on MUSE @rml52, light sheet microscopy @RederredeR, SRH @InvenioImaging, and virtual histo staining https://t.co/lYzHGpsNLe
RT @JZRenalPath: Interesting study. I was one of the blinded pathologist in this study. I didn't even realize I was looking at unstained ti…
RT @EricTopol: How deep learning #AI can become the pathologist's best friend! —Unlabelled histo: https://t.co/6P9JdMyWGu @natBME by @UCLAe…
RT @EricTopol: How deep learning #AI can become the pathologist's best friend! —Unlabelled histo: https://t.co/6P9JdMyWGu @natBME by @UCLAe…
RT @EricTopol: How deep learning #AI can become the pathologist's best friend! —Unlabelled histo: https://t.co/6P9JdMyWGu @natBME by @UCLAe…
RT @EricTopol: How deep learning #AI can become the pathologist's best friend! —Unlabelled histo: https://t.co/6P9JdMyWGu @natBME by @UCLAe…
RT @EricTopol: How deep learning #AI can become the pathologist's best friend! —Unlabelled histo: https://t.co/6P9JdMyWGu @natBME by @UCLAe…
https://t.co/PXSlz1dwUA Virtual H&E from unstained slides - cool!
RT @JZRenalPath: Interesting study. I was one of the blinded pathologist in this study. I didn't even realize I was looking at unstained ti…
RT @JZRenalPath: Interesting study. I was one of the blinded pathologist in this study. I didn't even realize I was looking at unstained ti…
RT @JZRenalPath: Interesting study. I was one of the blinded pathologist in this study. I didn't even realize I was looking at unstained ti…
Interessante techniek - virtuele kleuringen op weefsel obv autofluorescentie.
RT @JZRenalPath: Interesting study. I was one of the blinded pathologist in this study. I didn't even realize I was looking at unstained ti…
RT @JZRenalPath: Interesting study. I was one of the blinded pathologist in this study. I didn't even realize I was looking at unstained ti…
RT @JZRenalPath: Interesting study. I was one of the blinded pathologist in this study. I didn't even realize I was looking at unstained ti…
RT @JZRenalPath: Interesting study. I was one of the blinded pathologist in this study. I didn't even realize I was looking at unstained ti…
Interesting study. I was one of the blinded pathologist in this study. I didn't even realize I was looking at unstained tissue. Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning. https://t.co/My8reZZiXv
RT @Deep_In_Depth: Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning https://t.co/RJXGUApbNn #De…
Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning https://t.co/RJXGUApbNn #DeepLearning #MachineLearning #AI #DataScience #NeuralNetworks #CNN #Reinforcement #Learning #DeepRL #GPU #TensorFlow #Keras #Caffe #Pytor
RT @alex_jares: The future of #AI is assisting physicians. There are a lot of opportunities in Pathology to provide higher resolution and m…
RT @natBME: Deep learning can be used to virtually stain autofluorescence images of unlabelled tissue sections, generating images that are…
RT @Datascience__: Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning https://t.co/zDGEcN97OA #D…
RT @alex_jares: The future of #AI is assisting physicians. There are a lot of opportunities in Pathology to provide higher resolution and m…
RT @alex_jares: The future of #AI is assisting physicians. There are a lot of opportunities in Pathology to provide higher resolution and m…
RT @alex_jares: The future of #AI is assisting physicians. There are a lot of opportunities in Pathology to provide higher resolution and m…
The future of #AI is assisting physicians. There are a lot of opportunities in Pathology to provide higher resolution and more nuanced pictures of tissue morphology, function, and malignancy.
RT @natBME: Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning https://t.co/YZSZcSe9IO https://t.…
RT @natBME: Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning https://t.co/YZSZcSe9IO https://t.…
RT @InnovateUCLA: Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning, published @natBME https://t…
RT @Datascience__: Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning https://t.co/zDGEcN97OA #D…
Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning https://t.co/zDGEcN97OA #DeepLearning
@VinitaParkash @EricTopol @natBME @UCLAengineering @SciReports @dartmouth Image labels and captions are correct. Reading the paper might help: https://t.co/Phcg1AFZHe
Very cool use of 'garbage' staining data in @natBME using tissue autofluor to replace histologic staining. With multispectral imaging this can only get better and maybe even combine with immunofluorescence. #microscopy https://t.co/Zcx7o4Lh8Q
A very effective and impactful application of deep learning by Yair Rivenson, Aydogan Ozcan and colleagues: https://t.co/LsF44a1jSM
RT @ExoZoneEV: “Virtual” staining! AI coming after microscopy! https://t.co/lVbK465HQU
RT @natBME: Deep learning can be used to virtually stain autofluorescence images of unlabelled tissue sections, generating images that are…
RT @ProfPaulYoung: Now that’s thinking outside of the box...fascinating. https://t.co/eOIzHS1BCm
this is what I am hoping for... folks can do comprehensive analysis including stool samples perhaps? C diff should be prevented inpatient as once folks have it, it can drive up the length of stay & disability after discharge.
RT @EricTopol: How deep learning #AI can become the pathologist's best friend! —Unlabelled histo: https://t.co/6P9JdMyWGu @natBME by @UCLAe…
RT @natBME: Deep learning can be used to virtually stain autofluorescence images of unlabelled tissue sections, generating images that are…
Deep learning can be used to virtually stain autofluorescence images of unlabelled tissue sections, generating images that are equivalent to the histologically stained versions. #InTranslation https://t.co/4AKdrvoMb4 https://t.co/mMVppkCtDd [Paper] https:/
RT @EricTopol: How deep learning #AI can become the pathologist's best friend! —Unlabelled histo: https://t.co/6P9JdMyWGu @natBME by @UCLAe…