RT @Investiga_SEA: @up_person RASAR, es un programa computacional de 2018 y ya hay más moléculas introducidas. la probabilidad de que una p…
@up_person RASAR, es un programa computacional de 2018 y ya hay más moléculas introducidas. la probabilidad de que una prueba con animales según la OCDE arrojara el mismo resultado en una prueba repetida fue del 78 % al 96 % (sensibilidad del 50 % al 87 %)
@ElsaCap15700622 @MikaelFlorencio @up_person Sí puedes valorarlo. Porque no se trata de utilizar una alternativa, igual que no usas 1 animal, ni siquiera un modelo animal . Predice efectos tóxicos putativos con un 80-95% de éxito. Significativamente mayor
"Australian Researchers Have Just Released The World's First AI-Developed Vaccine" https://t.co/ocgAOavep0 Fantastic, but unfortunately they tested it on a different species ... machine learning can outperform animal tests https://t.co/odx87ahNYb #AnimalFr
Toksikologia kehittyy tekoälyllä #vaihtoehtoisetmenetelmät. https://t.co/L8Ohfwche7. Thomas Luechtefeld et al. 2018: Machine Learning: https://t.co/WXuvW3WRMs
RT @evil_empire1982: なんか知らんが凄いのでは。 https://t.co/mLfRvSxqUF
RT @cryptobiotech: 過去に実施された膨大な非臨床データを機械学習させることで、実験動物を使うよりも新規化合物の毒性を正確に予測できたという論文が出ましたね(Toxicological Sciences) これは衝撃的な論文...。 これ見て企業経営陣が「も…
RT @nico_shindannin: 昔Topcoderででた機械学習マラソンの課題に似てる気がするのじゃ。 https://t.co/S2K2rYiSPD
昔Topcoderででた機械学習マラソンの課題に似てる気がするのじゃ。
Machine Learning of Toxicological Big Data Enables Read-Across Structure Activity Relationships (RASAR) Outperforming Animal Test Reproducibility | Toxicological Sciences | Oxford Academic https://t.co/N03RVaswU3
RT @evil_empire1982: なんか知らんが凄いのでは。 https://t.co/mLfRvSxqUF
RT @cryptobiotech: 過去に実施された膨大な非臨床データを機械学習させることで、実験動物を使うよりも新規化合物の毒性を正確に予測できたという論文が出ましたね(Toxicological Sciences) これは衝撃的な論文...。 これ見て企業経営陣が「も…
RT @cryptobiotech: 過去に実施された膨大な非臨床データを機械学習させることで、実験動物を使うよりも新規化合物の毒性を正確に予測できたという論文が出ましたね(Toxicological Sciences) これは衝撃的な論文...。 これ見て企業経営陣が「も…
RT @cryptobiotech: 過去に実施された膨大な非臨床データを機械学習させることで、実験動物を使うよりも新規化合物の毒性を正確に予測できたという論文が出ましたね(Toxicological Sciences) これは衝撃的な論文...。 これ見て企業経営陣が「も…
RT @tsuji_t1: 昔っからこの手の話はあるけれど実用にならない。結局、未知の毒性ってのはあるからね。 https://t.co/B0t9EESVGd
RT @evil_empire1982: なんか知らんが凄いのでは。 https://t.co/mLfRvSxqUF
RT @evil_empire1982: なんか知らんが凄いのでは。 https://t.co/mLfRvSxqUF
RT @evil_empire1982: なんか知らんが凄いのでは。 https://t.co/mLfRvSxqUF
RT @cryptobiotech: 過去に実施された膨大な非臨床データを機械学習させることで、実験動物を使うよりも新規化合物の毒性を正確に予測できたという論文が出ましたね(Toxicological Sciences) これは衝撃的な論文...。 これ見て企業経営陣が「も…
昔っからこの手の話はあるけれど実用にならない。結局、未知の毒性ってのはあるからね。
なんか知らんが凄いのでは。
予知能力者を束ねて精度上げるなんてSFちっくなフィクションを良く読んだけど、バビル2世の方が正解だったかー
RT @tweeting_drtaka: これ、言われてみれば当たり前のアプローチですけれど、気付かなかった。中々ショッキング。毒性学を含む衛生学って、要するにミクロな実験屋さんとマクロな統計屋さんが、交わらない平行線みたいな関係にあった印象ですが、機械学習が両者を統合しちゃう…
予測が100%正しいわけではないのが機械学習なんだけどな。
Machine Learning of Toxicological Big Data Enables Read-Across Structure Activity Relationships (RASAR) Outperforming Animal Test Reproducibility https://t.co/ROAgdxxuGL
RT @tweeting_drtaka: これ、言われてみれば当たり前のアプローチですけれど、気付かなかった。中々ショッキング。毒性学を含む衛生学って、要するにミクロな実験屋さんとマクロな統計屋さんが、交わらない平行線みたいな関係にあった印象ですが、機械学習が両者を統合しちゃう…
薬品などの安全性の問題に直結するから、そんなに急激に進むわけではないだろうけれど、よい方向 https://t.co/HXpNat2VAK
これ、言われてみれば当たり前のアプローチですけれど、気付かなかった。中々ショッキング。毒性学を含む衛生学って、要するにミクロな実験屋さんとマクロな統計屋さんが、交わらない平行線みたいな関係にあった印象ですが、機械学習が両者を統合しちゃうわけですよね。 https://t.co/gLPoW3omIr
RT @cryptobiotech: 過去に実施された膨大な非臨床データを機械学習させることで、実験動物を使うよりも新規化合物の毒性を正確に予測できたという論文が出ましたね(Toxicological Sciences) これは衝撃的な論文...。 これ見て企業経営陣が「も…
機械学習が動物実験を上回る時代 Machine Learning of Toxicological Big Data Enables Read-Across Structure Activity Relationships (RASAR) Outperforming Animal Test Reproducibility https://t.co/d2SBZn5sAt
RT @cryptobiotech: 過去に実施された膨大な非臨床データを機械学習させることで、実験動物を使うよりも新規化合物の毒性を正確に予測できたという論文が出ましたね(Toxicological Sciences) これは衝撃的な論文...。 これ見て企業経営陣が「も…
Machine Learning of Toxicological Big Data Enables Read-Across Structure Activity Relationships (RASAR) Outperforming Animal Test Reproducibility https://t.co/K2915SpeXx
Machine Learning of Toxicological Big Data Enables Read-Across Structure Activity Relationships (RASAR) Outperforming Animal Test Reproducibility | Toxicological Sciences | Oxford Academic https://t.co/GGgoQL3AML
RT @cryptobiotech: 過去に実施された膨大な非臨床データを機械学習させることで、実験動物を使うよりも新規化合物の毒性を正確に予測できたという論文が出ましたね(Toxicological Sciences) これは衝撃的な論文...。 これ見て企業経営陣が「も…
ただ「計算上はまったく問題ないです」よりも「実験上はまったく問題ないです」の方が信じられる……
@babiabrahim @JohnsHopkinsSPH @jhucaat @medical_xpress Here's both! Article: https://t.co/iBuMdKmnnw Full text: https://t.co/cctNDqyYf0
RT @Robin_Mesnage: A big leap forward to reduce the use of animal in toxicity testing... Computational toxicology at its best, a beau…
RT @Robin_Mesnage: A big leap forward to reduce the use of animal in toxicity testing... Computational toxicology at its best, a beau…
RT @Robin_Mesnage: A big leap forward to reduce the use of animal in toxicity testing... Computational toxicology at its best, a beau…
A big leap forward to reduce the use of animal in toxicity testing... Computational toxicology at its best, a beautiful paper! https://t.co/0mZNRcTWFY
.@ToxSci #EditorsHighlight: Machine Learning of Toxicological Big Data Enables Read-Across Structure Activity Relationships (RASAR) Outperforming Animal Test Reproducibility https://t.co/o3FGjrLMOt #OpenAccess https://t.co/dBrXdydODl
RT @EU_ToxRisk: #MachineLearning predicting highly accurate the potential #toxicity of #chemicals. This must read publication supported by…
RT @ToxSci: Computers better than #AnimalTesting? Could be. #OpenAccess https://t.co/OETPvKtCmc https://t.co/ZzXUej2W73
RT @ToxSci: Computers better than #AnimalTesting? Could be. #OpenAccess https://t.co/OETPvKtCmc https://t.co/ZzXUej2W73
Computers better than #AnimalTesting? Could be. #OpenAccess https://t.co/OETPvKtCmc https://t.co/ZzXUej2W73
RT @SOToxicology: Sept @ToxSci #EditorsHighlight: Machine Learning for Read-Across Toxicity Testing https://t.co/o3FGjrLMOt #OpenAccess htt…
Sept @ToxSci #EditorsHighlight: Machine Learning for Read-Across Toxicity Testing https://t.co/o3FGjrLMOt #OpenAccess https://t.co/LmbeuRUoL9
Machine Learning of Toxicological Big Data Enables Read-Across Structure Activity Relationships (RASAR) Outperforming Animal Test Reproducibility | Toxicological Sciences | Oxford Academic https://t.co/xH1ozstmML
RT @chemchart: So proud of the ToxTrack team! Predictive toxicological models are now more accurate than animal tests. (Disclaimer: ToxTr…
So proud of the ToxTrack team! Predictive toxicological models are now more accurate than animal tests. (Disclaimer: ToxTrack owns ChemChart) https://t.co/keaH8r6tHY
Proud to be a part of the team! No longer just a dream, predictive toxicological models are now more accurate than animal tests #AI #machinelearning https://t.co/qUTIBvxiHe
full paper: Machine Learning of Toxicological Big Data Enables Read-Across Structure Activity Relationships (RASAR) Outperforming Animal Test Reproducibility | Toxicological Sciences | Oxford Academic https://t.co/ztqBqr3k1x
RT @biochem_fan: こういうの、wet も多少はやっていた人の感覚からいうと、学習データにないケースを見逃さないのか心配で、安全面からも、科学的発見のチャンスという点からも、どうも信用する気になれないんだけど、動物実験だって、マウスでの毒性がヒトへの毒性と一致する…
こういうの、wet も多少はやっていた人の感覚からいうと、学習データにないケースを見逃さないのか心配で、安全面からも、科学的発見のチャンスという点からも、どうも信用する気になれないんだけど、動物実験だって、マウスでの毒性がヒトへの毒性と一致するわけではないし、程度問題なのかなあ。
#medicina: Los #AlgoritmosDiscentes aplicados a datos masivos ("Big Data") de #toxicología permiten descubrir relaciones estructura-actividad que superan las pruebas con animales. https://t.co/pvmeGj0lFF
@NeuroCraig Yes! Approaches based on human physiology, not that of other species. For example, https://t.co/XI5N0l6pi7, https://t.co/mdCMyf0Dtr, https://t.co/KUbo3vsEAS, https://t.co/3QBIABin8X
RT @ishan_13: ML enabled RASAR outperforming animal test reproducibility https://t.co/2411QWaoBQ #geek #iosdev #tech
ML enabled RASAR outperforming animal test reproducibility https://t.co/2411QWaoBQ #geek #iosdev #tech
RT @Medizindidaktik: #MachineLearning of toxicological #BigData enables read-across structure activity relationships (RASAR) outperforming…
Software beats animal tests at predicting toxicity of chemicals Hartung’s team reports that its algorithm can accurately predict toxicity for tens of thousands of chemicals [...] https://t.co/jyOmBCqZTu https://t.co/EoylKcyyWc https://t.co/jeS1lkEvHF
#MachineLearning of toxicological #BigData enables read-across structure activity relationships (RASAR) outperforming animal test reproducibility https://t.co/MlLRdpORSn #DigitalTransformation #socialresponsibility #animalliberation #AnimalTesting #Animal
RT @Ed_Ryder7: Machine learning of toxicological big data enables read-across structure activity relationships (RASAR) outperforming animal…
RT @Ed_Ryder7: Machine learning of toxicological big data enables read-across structure activity relationships (RASAR) outperforming animal…
RT @Ed_Ryder7: Machine learning of toxicological big data enables read-across structure activity relationships (RASAR) outperforming animal…
no more animal experiments needed? #algorithm #MachineLearning #BigData @JohnsHopkins https://t.co/NN2dTdjbAf
Machine learning of toxicological big data enables read-across structure activity relationships (RASAR) outperforming animal test reproducibility | Toxicological Sciences | Oxford Academic https://t.co/EI1JDU9Qj8
New digital chemical screening tool https://t.co/SxyH6KhaZW
RT @FRAMEcharity: There is a future where animal research is replaced by human based models giving more reliable results... 'Machine learni…
RT @FRAMEcharity: There is a future where animal research is replaced by human based models giving more reliable results... 'Machine learni…
RT @FRAMEcharity: There is a future where animal research is replaced by human based models giving more reliable results... 'Machine learni…
RT @FRAMEcharity: There is a future where animal research is replaced by human based models giving more reliable results... 'Machine learni…
There is a future where animal research is replaced by human based models giving more reliable results... 'Machine learning of toxicological big data enables read-across structure activity relationships (RASAR) outperforming animal test reproducibility' h
Machine learning of toxicological big data enables read-across structure activity relationships (RASAR) outperforming animal test reproducibility | Toxicological Sciences | Oxford Academic https://t.co/B5cT6bA94t
RT @alexvespi: In @NatureNews Software beats animal tests at predicting toxicity of chemicals. Machine learning on mountain of safety data…
https://t.co/bsQumDDqYp Very impressive AI due to the "with no constraints on tested compounds".
Machine learning of toxicological #bigdata enables read-across structure activity relationships (RASAR) outperforming animal test reproducibility https://t.co/BHa5vZCFyt #toxicology #machinelearning @UPennCEET
@edwinksl Really cool paper. It's nice because toxicology is an area where it's perfectly fine to train on the entire set to predict new chemicals. They used leave one out validation on a set of like 15k chemicals aka train on 99.99999%. paper is open acce
RT @alexvespi: In @NatureNews Software beats animal tests at predicting toxicity of chemicals. Machine learning on mountain of safety data…
Machine learning of toxicological big data enables read-across structure activity relationships (RASAR) outperforming animal test reproducibility - https://t.co/b92ru5RVap . The great point in the manuscript was the creation of the database itself rather
Buone notizie: l'intelligenza artificiale rivaleggia e talvolta supera nei risultati, la sperimentazione di sostanze chimiche tossiche negli animali. https://t.co/hBV1p5OUuw https://t.co/Vz4533lpLz
You had me at Jaccard distance #pharmacy #MachineLearning https://t.co/If0QWj7K4p
Potential to use #bigdata to standardize animal based toxicity tests. Machine learning of toxicological big data enables read-across structure activity relationships (RASAR) outperforming animal test reproducibility https://t.co/I5RsCw7qQ2 #toxicology
RT @GeneOnlineNews: Machine learning outperforms animal test in chemical-safety studies.#MachineLearning #AI #Research Published on @ToxSc…
Machine learning of toxicological big data enables read-across structure activity relationships... https://t.co/NWVdEuAUxk #ai #ml #dl
Machine learning outperforms animal test in chemical-safety studies.#MachineLearning #AI #Research Published on @ToxSci Link: https://t.co/Yk18YzsLNj https://t.co/ZBSPXtSa9D
RT @alexvespi: In @NatureNews Software beats animal tests at predicting toxicity of chemicals. Machine learning on mountain of safety data…
In @NatureNews Software beats animal tests at predicting toxicity of chemicals. Machine learning on mountain of safety data improves automated assessments. https://t.co/TPItqS9S5B And here is the paper https://t.co/2Mpu3GmUsG https://t.co/K3XgdSemxv
Machine learning of toxicological big data enables read-across structure activity relationships (RASAR) outperforming animal test reproducibility | Toxicological Sciences | Oxford Academic https://t.co/gRdQ7tRP5s
#BigData #MachineLearning #Toxicology : Study shows that computer algorithms could replace standard toxicology tests on animals - https://t.co/uJIzyVgoau https://t.co/sMbnDSkoWH