Results 71 to 80 of about 13,178 (146)

Rare event detection by progressive clustering undersampling. [PDF]

PLoS One
Abuzeid A, Jolkver E.
europepmc   +1 more source

Accelerating CEST MRI through complementary undersampling and multi-offset transformer reconstruction. [PDF]

Commun Eng
Liu H, Chen Z, Law LH, Liu Y, Wang Z, Wang J, Zhang Y, Shen D, Huang J, Chan KWY.   +9 more
europepmc   +1 more source

Scan-Adaptive MRI Undersampling Using Neighbor-based Optimization (SUNO). [PDF]

IEEE Trans Comput Imaging
Gautam S, Li A, Seiberlich N, Fessler JA, Ravishankar S.   +4 more
europepmc   +1 more source

$$ {\boldsymbol{T}}_{\mathbf{2}} $$ -Weighted Imaging of Water, Fat and Silicone. [PDF]

Magn Reson Med
Nurdinova A, Zhou X, Oscanoa JA, Shah P, Setsompop K, Daniel BL, Hargreaves BA.   +6 more
europepmc   +1 more source

Undersampling techniques for large datasets

DNA-Encoded Libraries allow for an efficient approach to synthesize and screen billions of small molecules against a target of interest. With more real-world binding data, this can improve training of machine learning models. However, one key challenge in DELs is the severe imbalances between the classes, in other words, there are much more inactive ...
Lexin Chen, Ramon Alain Miranda Quintana
openaire   +2 more sources

Strategies for Class-Imbalanced Learning in Multi-Sensor Medical Imaging. [PDF]

Sensors (Basel)
Zhou D, Gao S, Huang X.
europepmc   +1 more source

IRESeek: structure-informed deep learning method for accurate identification of internal ribosome entry sites in circular RNAs. [PDF]

NAR Genom Bioinform
Zhang F, Zhu H, Gao J, Hu J, Chen K, Zhou SK, Xiong P.   +6 more
europepmc   +1 more source

All-fibre-coupled terahertz single-pixel imaging for biomedical applications. [PDF]

Nat Commun
Mou S, Stantchev RI, Saxena S, Ou H, Rane S, Pain SL, Murphy JD, Hendry E, Lloyd-Hughes J, Pickwell-MacPherson E.   +9 more
europepmc   +1 more source

Consensus clustering-based undersampling for improved classification of transient events in time-domain astronomy surveys. [PDF]

Sci Rep
Boongoen T, Iam-On N.
europepmc   +1 more source

A Trust-Guided Approach to MR Image Reconstruction With Side Information. [PDF]

IEEE Trans Med Imaging
Atalik A, Chopra S, Sodickson DK.
europepmc   +1 more source