Results 61 to 70 of about 60,929 (294)

Comparing deep belief networks with support vector machines for classifying gene expression data from complex disorders

FEBS Open Bio, 2019
Genomics data provide great opportunities for translational research and the clinical practice, for example, for predicting disease stages. However, the classification of such data is a challenging task due to their high dimensionality, noise, and ...
Johannes Smolander, Matthias Dehmer, Frank Emmert‐Streib   +2 more
doaj   +1 more source

An Introductory Review of Deep Learning for Prediction Models With Big Data

Frontiers in Artificial Intelligence, 2020
Deep learning models stand for a new learning paradigm in artificial intelligence (AI) and machine learning. Recent breakthrough results in image analysis and speech recognition have generated a massive interest in this field because also applications in
Frank Emmert-Streib, Frank Emmert-Streib, Zhen Yang, Han Feng, Han Feng, Shailesh Tripathi, Shailesh Tripathi, Matthias Dehmer, Matthias Dehmer, Matthias Dehmer   +9 more
doaj   +1 more source

Therapeutic Apheresis for Intravenous Methylprednisolone‐Refractory Neuromyelitis Optica Spectrum Disorder: Clinical and Radiological Outcomes in a Single‐Center Case Series

Therapeutic Apheresis and Dialysis, EarlyView.
ABSTRACT Background Neuromyelitis optica spectrum disorder (NMOSD) is a relapsing autoimmune disease of the central nervous system. High‐dose intravenous methylprednisolone (IVMP) is the standard first‐line therapy for acute attacks, although some patients remain refractory.
Wataru Horiguchi, Daisuke Katagiri, Takeyuki Watadani, Shunichi Matsuda, Hiroshi Kaneko, Noritoshi Arai   +5 more
wiley   +1 more source

A cloud-to-edge architecture for predictive analytics

, 2022
Data management and processing to enable predictive analytics in cyber physical systems, holds the promise of creating insight into the underlying processes, discovering criticalities and predicting imminent problems.
Jung, Sven, Andolina, Salvatore, Macii, Alberto, Coppo, Guido, Marguglio, Angelo, Makris, Sotiris, Bowden, David, O'Mahony, Niamh, Becker, Paul, Macii, Enrico, Panicucci, Simone, Morabito, Lucrezia, Napione, Chiara, Nikolakis, Nikolaos   +13 more
core  

Beyond Transformers: Introducing a Transformer–Mamba Hybrid for Multiclass Misinformation Quantification

IEEE Access
The spread of misinformation across digital platforms poses significant challenges to public trust, governance, and decision-making. Although deep learning models, particularly transformers, have advanced misinformation detection, most existing methods ...
Tanvi Sharma, Frank Emmert-Streib
doaj   +1 more source

Experience With Performing Rheocarna Therapy via the Single‐Needle Method for Treatment of Chronic Limb‐Threatening Ischemia

Therapeutic Apheresis and Dialysis, EarlyView.
ABSTRACT Introduction This study investigated the safety and efficacy of single‐needle Rheocarna therapy for chronic limb‐threatening ischemia (CLTI) with wounds. Methods Six patients with CLTI involving ulcers unresponsive to revascularization underwent single‐needle Rheocarna treatment.
Yasutaka Yamauchi, Rie Tanaka, Reona Kawahira, Shingo Nabeta, Kouhei Naoi, Kazuhito Kitajima, Akira Wada, Tomonari Takagi, Norihiko Ohura, Akira Miyamoto   +9 more
wiley   +1 more source

PREDICTIVE ANALYTICS FOR PATIENT RECRUITMENT

, 2023
Predictive analytics has emerged as a transformative tool in the realm of patient recruitment for clinical trials. This review article explores the significance of predictive analytics in addressing challenges associated with traditional recruitment ...
Bose, Subash Chandra, Dhandapani, Malini
core  

StackFeat: A convergent algorithm for optimal predictor selection in genomic data [PDF]

BIO Web of Conferences
In high-dimensional genomic data, the curse of dimensionality (d ≫ n) and limited sampling make feature selection inherently unstable—a critical barrier to biomarker discovery.
Yermekov Akbar, Martí D. A. Herrera
doaj   +1 more source

Effectiveness of a Novel Low‐Density Lipoprotein Apheresis Device Rheocarna in Patients Undergoing Hemodialysis With Chronic Limb‐Threatening Ischemia: A Single‐Center Retrospective Study

Therapeutic Apheresis and Dialysis, EarlyView.
ABSTRACT Background Chronic limb‐threatening ischemia (CLTI) is a severe form of lower‐extremity artery disease characterized by distal lesions and microcirculatory impairment, limiting revascularization efficacy. Rheocarna is a direct hemoperfusion low‐density lipoprotein (LDL) adsorption device with potential rheological and anti‐inflammatory ...
Kunihiro Ishioka, Takayasu Ohtake, Kei Ohmori, Chika Shibuya, Tomoki Tsukahara, Mizuki Yamano, Yasuhiro Mochida, Machiko Oka, Kyoko Maesato, Yusuke Tsukamoto, Hidekazu Moriya, Sumi Hidaka, Shuzo Kobayashi   +12 more
wiley   +1 more source

Prognosis of Long‐Term Continuous Renal Replacement Therapy and the Impact of Combined Continuous Intravenous Sodium Infusion Therapy

Therapeutic Apheresis and Dialysis, EarlyView.
ABSTRACT Introduction Patients requiring long‐term continuous renal replacement therapy (CRRT) generally have poor prognoses. This study evaluated whether adding continuous intravenous sodium infusion (cIVNa) is associated with improved hemodynamics and outcomes in patients undergoing long‐term CRRT for ≥ 7 days.
Akinori Yamaguchi, Atsuyoshi Mita, Kosuke Sonoda, Makoto Harada, Koji Hashimoto, Hiroshi Imamura, Yuji Kamijo   +6 more
wiley   +1 more source