PERFORM Publications

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Title		Authors	PubMed ID
1	Tuning Deep Learning for Predicting Aluminum Prices Under Different Sampling: Bayesian Optimization Versus Random Search	Alicia Estefania Antonio Figueroa	41751647 CONCORDIA
2	ADPv2: A hierarchical histological tissue type-annotated dataset for potential biomarker discovery of colorectal disease	Yang Z; Li K; Ramandi SG; Brassard P; Khellaf A; Trinh VQ; Zhang J; Chen L; Rowsell C; Varma S; Plataniotis K; Hosseini MS;	41658283 ENCS
3	A Deep Learning-Based Ensemble System for Brent and WTI Crude Oil Price Analysis and Prediction	Zhang Y; Lahmiri S;	41294965 JMSB
4	Attention-Fusion-Based Two-Stream Vision Transformer for Heart Sound Classification	Ranipa K; Zhu WP; Swamy MNS;	41155032 ENCS
5	Lung Nodule Malignancy Classification Integrating Deep and Radiomic Features in a Three-Way Attention-Based Fusion Module	Khademi S; Heidarian S; Afshar P; Mohammadi A; Sidiqi A; Nguyen ET; Ganeshan B; Oikonomou A;	41150036 ENCS
6	Deep learning-based feature discovery for decoding phenotypic plasticity in pediatric high-grade gliomas single-cell transcriptomics	Abicumaran Uthamacumaran	40848317 PSYCHOLOGY
7	Artificial intelligence-assisted identification of condensing osteitis and idiopathic osteosclerosis on panoramic radiographs	Yuksel IB; Boudesh A; Ghanbarzadehchaleshtori M; Ozsoy SC; Bahrilli S; Mohammadi R; Altindag A;	40790082 ENCS
8	Deformable detection transformers for domain adaptable ultrasound localization microscopy with robustness to point spread function variations	Gharamaleki SK; Helfield B; Rivaz H;	40640235 PHYSICS
9	Comprehensive review of reinforcement learning for medical ultrasound imaging	Elmekki H; Islam S; Alagha A; Sami H; Spilkin A; Zakeri E; Zanuttini AM; Bentahar J; Kadem L; Xie WF; Pibarot P; Mizouni R; Otrok H; Singh S; Mourad A;	40567264 ENCS
10	CASCADE-FSL: Few-shot learning for collateral evaluation in ischemic stroke	Aktar M; Tampieri D; Xiao Y; Rivaz H; Kersten-Oertel M;	40250214 ENCS
11	Large language models deconstruct the clinical intuition behind diagnosing autism	Stanley J; Rabot E; Reddy S; Belilovsky E; Mottron L; Bzdok D;	40147442 ENCS
12	Leveraging deep learning for nonlinear shape representation in anatomically parameterized statistical shape models	Gheflati B; Mirzaei M; Rottoo S; Rivaz H;	39953355 ENCS
13	In Shift and In Variance: Assessing the Robustness of HAR Deep Learning Models Against Variability	Khaked AA; Oishi N; Roggen D; Lago P;	39860799 ENCS
14	A protocol for trustworthy EEG decoding with neural networks	Borra D; Magosso E; Ravanelli M;	39549492 ENCS
15	Near-optimal learning of Banach-valued, high-dimensional functions via deep neural networks	Adcock B; Brugiapaglia S; Dexter N; Moraga S;	39454372 MATHSTATS
16	Deep neural network-based robotic visual servoing for satellite target tracking	Ghiasvand S; Xie WF; Mohebbi A;	39440297 ENCS
17	SpeechBrain-MOABB: An open-source Python library for benchmarking deep neural networks applied to EEG signals	Borra D; Paissan F; Ravanelli M;	39265481 ENCS
18	Exploiting protein language models for the precise classification of ion channels and ion transporters	Ghazikhani H; Butler G;	38656743 CSFG
19	SCANED: Siamese collateral assessment network for evaluation of collaterals from ischemic damage	Aktar M; Xiao Y; Tehrani AKZ; Tampieri D; Rivaz H; Kersten-Oertel M;	38364600 ENCS
20	The State of Artificial Intelligence in Skin Cancer Publications	Joly-Chevrier M; Nguyen AX; Liang L; Lesko-Krleza M; Lefrançois P;	38323537 ENCS
21	Machine Learning-Assisted Short-Wave InfraRed (SWIR) Techniques for Biomedical Applications: Towards Personalized Medicine	Salimi M; Roshanfar M; Tabatabaei N; Mosadegh B;	38248734 ENCS
22	Deep learning for tooth identification and enumeration in panoramic radiographs	Sadr S; Mohammad-Rahimi H; Ghorbanimehr MS; Rokhshad R; Abbasi Z; Soltani P; Moaddabi A; Shahab S; Rohban MH;	38169618 ENCS
23	Editorial: Computational systems immunovirology	Zarei Ghobadi M; Teymoori-Rad M; Selvaraj G; Wei DQ;	37475870 CHEMBIOCHEM
24	Prospects of Novel and Repurposed Immunomodulatory Drugs against Acute Respiratory Distress Syndrome (ARDS) Associated with COVID-19 Disease	Nayak SS; Naidu A; Sudhakaran SL; Vino S; Selvaraj G;	37109050 CHEMBIOCHEM
25	Compatible-domain Transfer Learning for Breast Cancer Classification with Limited Annotated Data	Shamshiri MA; Krzyzak A; Kowal M; Korbicz J;	36758326 ENCS
26	Deep learning approach to security enforcement in cloud workflow orchestration	El-Kassabi HT; Serhani MA; Masud MM; Shuaib K; Khalil K;	36691661 ENCS
27	UncertaintyFuseNet: Robust uncertainty-aware hierarchical feature fusion model with Ensemble Monte Carlo Dropout for COVID-19 detection	Abdar M; Salari S; Qahremani S; Lam HK; Karray F; Hussain S; Khosravi A; Acharya UR; Makarenkov V; Nahavandi S;	36217534 ENCS
28	A Deep Learning Approach to Capture the Essence of Candida albicans Morphologies	Bettauer V; Costa ACBP; Omran RP; Massahi S; Kirbizakis E; Simpson S; Dumeaux V; Law C; Whiteway M; Hallett MT;	35972285 BIOLOGY
29	The Smart in Smart Cities: A Framework for Image Classification Using Deep Learning	Al-Qudah R; Khamayseh Y; Aldwairi M; Khan S;	35746171 ENCS
30	Deep reconstruction of high-quality ultrasound images from raw plane-wave data: A simulation and in vivo study	Goudarzi S; Rivaz H;	35728310 ENCS
31	Knowledge distillation approach towards melanoma detection	Khan MS; Alam KN; Dhruba AR; Zunair H; Mohammed N;	35594685 CONCORDIA
32	Weakly Supervised Occupancy Prediction Using Training Data Collected via Interactive Learning	Bouhamed O; Amayri M; Bouguila N;	35590880 ENCS
33	Energy migration control of multi-modal emissions in an Er3+ doped nanostructure toward information encryption and deep learning decoding	Song Y; Lu M; Mandl GA; Xie Y; Sun G; Chen J; Liu X; Capobianco JA; Sun L;	34476872 ENCS
34	COVID-FACT: A Fully-Automated Capsule Network-Based Framework for Identification of COVID-19 Cases from Chest CT Scans	Heidarian S; Afshar P; Enshaei N; Naderkhani F; Rafiee MJ; Babaki Fard F; Samimi K; Atashzar SF; Oikonomou A; Plataniotis KN; Mohammadi A;	34113843 ENCS
35	Corrigendum: Deep Learning-Based Haptic Guidance for Surgical Skills Transfer	Fekri P; Dargahi J; Zadeh M;	34026860 ENCS
36	Deep Learning-Based Haptic Guidance for Surgical Skills Transfer.	Fekri P, Dargahi J, Zadeh M	33553246 ENCS
37	COVID-CAPS: A Capsule Network-based Framework for Identification of COVID-19 cases from X-ray Images.	Afshar P, Heidarian S, Naderkhani F, Oikonomou A, Plataniotis KN, Mohammadi A	32958971 ENCS

Title:	Energy migration control of multi-modal emissions in an Er3+ doped nanostructure toward information encryption and deep learning decoding
Authors:	Song Y, Lu M, Mandl GA, Xie Y, Sun G, Chen J, Liu X, Capobianco JA, Sun L
Link:	https://pubmed.ncbi.nlm.nih.gov/34476872/
DOI:	10.1002/anie.202109532
Publication:	Angewandte Chemie (International ed. in English)
Keywords:	deep learning; information encoding; lanthanide-doped nanocrystals; luminescence;
PMID:	34476872	Category:	Date Added:	2021-09-03
Dept Affiliation:	ENCS 1 Shanghai University, School of Materials Science and Engineering, CHINA. 2 Shanghai University, School of Communication and Information Engineering, CHINA. 3 Concordia University, Department of Chemistry and Biochemistry and Centre for NanoScience Research, Montreal, CANADA. 4 Shanghai University, College of Sciences, CHINA. 5 Shanghai University, School of Materials Science and Engineering, Shanghai, CHINA. 6 Fudan University, Academy for Engineering and Technology, CHINA. 7 Concordia University, Department of Chemistry and Biochemistry and Centre for NanoScience Research, CANADA. 8 Shanghai University, Research Center of Nano Science and Technology, No. 99 Shangda Road, 200444, Shanghai, CHINA.

Description:

Modulating the emission wavelengths of materials has always been a primary focus of fluorescence technology. Nanocrystals (NCs) doped with lanthanide ions with rich energy levels can produce a variety of emissions at different excitation wavelengths. However, the control of multi-modal emissions of these ions has remained a challenge. Herein, we present a new composition of Er 3+ -based lanthanide NCs with color-switchable output under irradiation with 980, 808, or 1535 nm light for information security. The variation of excitation wavelengths changes the intensity ratio of visible (Vis)/near-infrared (NIR-II) emissions. Taking advantage of the Vis/NIR-II multi-modal emissions of NCs and deep learning, we successfully demonstrated the storage and decoding of visible light information in pork tissue.

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