Detalhe da pesquisa
1.
Single-cell gene regulatory network prediction by explainable AI.
Nucleic Acids Res
; 51(4): e20, 2023 02 28.
Artigo
Inglês
| MEDLINE | ID: mdl-36629274
2.
Canonical Response Parameterization: Quantifying the structure of responses to single-pulse intracranial electrical brain stimulation.
PLoS Comput Biol
; 19(5): e1011105, 2023 05.
Artigo
Inglês
| MEDLINE | ID: mdl-37228169
3.
Artificial intelligence and pathology: From principles to practice and future applications in histomorphology and molecular profiling.
Semin Cancer Biol
; 84: 129-143, 2022 09.
Artigo
Inglês
| MEDLINE | ID: mdl-33631297
4.
Analysing cerebrospinal fluid with explainable deep learning: From diagnostics to insights.
Neuropathol Appl Neurobiol
; 49(1): e12866, 2023 02.
Artigo
Inglês
| MEDLINE | ID: mdl-36519297
5.
Combining Machine Learning and Computational Chemistry for Predictive Insights Into Chemical Systems.
Chem Rev
; 121(16): 9816-9872, 2021 08 25.
Artigo
Inglês
| MEDLINE | ID: mdl-34232033
6.
Machine Learning Force Fields.
Chem Rev
; 121(16): 10142-10186, 2021 08 25.
Artigo
Inglês
| MEDLINE | ID: mdl-33705118
7.
Machine learning models predict the primary sites of head and neck squamous cell carcinoma metastases based on DNA methylation.
J Pathol
; 256(4): 378-387, 2022 04.
Artigo
Inglês
| MEDLINE | ID: mdl-34878655
8.
Automatic identification of chemical moieties.
Phys Chem Chem Phys
; 25(38): 26370-26379, 2023 Oct 04.
Artigo
Inglês
| MEDLINE | ID: mdl-37750554
9.
Harmoni: A method for eliminating spurious interactions due to the harmonic components in neuronal data.
Neuroimage
; 252: 119053, 2022 05 15.
Artigo
Inglês
| MEDLINE | ID: mdl-35247548
10.
Towards the interpretability of deep learning models for multi-modal neuroimaging: Finding structural changes of the ageing brain.
Neuroimage
; 261: 119504, 2022 11 01.
Artigo
Inglês
| MEDLINE | ID: mdl-35882272
11.
Basis profile curve identification to understand electrical stimulation effects in human brain networks.
PLoS Comput Biol
; 17(9): e1008710, 2021 09.
Artigo
Inglês
| MEDLINE | ID: mdl-34473701
12.
[Artificial intelligence: a solution for the lack of pathologists?] / Künstliche Intelligenz als Lösung des PathologInnenmangels?
Pathologe
; 43(3): 218-221, 2022 May.
Artigo
Alemão
| MEDLINE | ID: mdl-35403871
13.
Unification of sparse Bayesian learning algorithms for electromagnetic brain imaging with the majorization minimization framework.
Neuroimage
; 239: 118309, 2021 10 01.
Artigo
Inglês
| MEDLINE | ID: mdl-34182100
14.
Machine Learning for Molecular Simulation.
Annu Rev Phys Chem
; 71: 361-390, 2020 04 20.
Artigo
Inglês
| MEDLINE | ID: mdl-32092281
15.
Nonlinear interaction decomposition (NID): A method for separation of cross-frequency coupled sources in human brain.
Neuroimage
; 211: 116599, 2020 05 01.
Artigo
Inglês
| MEDLINE | ID: mdl-32035185
16.
Improved physiological noise regression in fNIRS: A multimodal extension of the General Linear Model using temporally embedded Canonical Correlation Analysis.
Neuroimage
; 208: 116472, 2020 03.
Artigo
Inglês
| MEDLINE | ID: mdl-31870944
17.
Ensemble learning of coarse-grained molecular dynamics force fields with a kernel approach.
J Chem Phys
; 152(19): 194106, 2020 May 21.
Artigo
Inglês
| MEDLINE | ID: mdl-33687259
18.
Molecular force fields with gradient-domain machine learning (GDML): Comparison and synergies with classical force fields.
J Chem Phys
; 153(12): 124109, 2020 Sep 28.
Artigo
Inglês
| MEDLINE | ID: mdl-33003761
19.
A new blind source separation framework for signal analysis and artifact rejection in functional Near-Infrared Spectroscopy.
Neuroimage
; 200: 72-88, 2019 10 15.
Artigo
Inglês
| MEDLINE | ID: mdl-31203024
20.
Molecular force fields with gradient-domain machine learning: Construction and application to dynamics of small molecules with coupled cluster forces.
J Chem Phys
; 150(11): 114102, 2019 Mar 21.
Artigo
Inglês
| MEDLINE | ID: mdl-30901990