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2,058 Results Found

  • Article
  • Open Access

15 October 2026

Serpentine, a magnesium-bearing gangue mineral commonly associated with pentlandite, severely impairs flotation selectivity through electrostatic heterocoagulation and slime contamination. In this study, a squaramide-based small-molecule depressant (...

(This article belongs to the Section Mineral Processing and Extractive Metallurgy)
  • Article
  • Open Access
8 Citations
6,260 Views
11 Pages

Effects of Selective Serotonin Reuptake Inhibitor Treatment on Ovarian Reserves in Patients with Depression

  • Soner Gök,
  • Berfin Can Gök,
  • Erkan Alataş,
  • Hande Senol and
  • Osman Zülkif Topak

7 March 2023

Background and Objectives: The goal of this study was to investigate the effect of selective serotonin reuptake inhibitor treatment on the ovarian reserves of women of reproductive age with major depressive disorder. Materials and Methods: The curren...

(This article belongs to the Special Issue Current Challenges and Future Prospects in Human Reproduction and Infertility)
  • Systematic Review
  • Open Access
3 Citations
4,493 Views
11 Pages

Selective Serotonin Reuptake Inhibitors and Symptoms of Depression in Patients on Chronic Hemodialysis: A Systematic Review

  • Maurizio Bossola,
  • Ilaria Mariani,
  • Manuela Antocicco,
  • Gilda Pepe,
  • Anna Petrosino and
  • Enrico Di Stasio

5 June 2024

Objective: The use of selective serotonin reuptake inhibitors (SSRIs) is common among hemodialysis patients who receive treatment for depression. However, studies on the efficacy of SSRIs in patients on chronic hemodialysis are few and have led to co...

(This article belongs to the Section Nephrology & Urology)
  • Article
  • Open Access
351 Views
52 Pages

6 September 2026

Surface-water networks evolve as depressions fill, spill, and connect, whereas conventional digital elevation model (DEM) routing often treats flats and depressions through preprocessing or complete filling. This study introduces selective depression...

(This article belongs to the Special Issue Water Sustainability: Managing Surface Water, Groundwater and Ecosystems for a Resilient Future)
  • Article
  • Open Access
12 Citations
8,847 Views
13 Pages

Selective Serotonin Reuptake Inhibitors for the Treatment of Depression in Adults with Down Syndrome: A Preliminary Retrospective Chart Review Study

  • Robyn P. Thom,
  • Michelle L. Palumbo,
  • Claire Thompson,
  • Christopher J. McDougle and
  • Caitlin T. Ravichandran

15 September 2021

Background: Depression is a common psychiatric comorbidity in individuals with Down syndrome (DS), particularly adults, with an estimated lifetime prevalence of at least 10%. The current literature on the treatment of depression in adults with DS is...

(This article belongs to the Special Issue Down Syndrome: Neuropsychological Phenotype across the Lifespan)
  • Article
  • Open Access
15 Citations
4,064 Views
13 Pages

Novel Selective Depressant of Titanaugite and Implication for Ilmenite Flotation

  • Nengyun Liu,
  • Zhen Wang,
  • Junhui Xiao,
  • Hongbin Wang,
  • Bing Deng,
  • Yushu Zhang and
  • Chao Chen

13 November 2019

This paper studies the effects of sodium polystyrene sulfonate (PSSNa) used as a depressant upon the separation of ilmenite from titanaugite through flotation when sodium oleate (NaOl) is used as a collector by performing single mineral flotation exp...

(This article belongs to the Section Mineral Processing and Extractive Metallurgy)
  • Review
  • Open Access
14 Citations
5,163 Views
14 Pages

7 September 2021

The current polythetic and operational criteria for major depression inevitably contribute to the heterogeneity of depressive syndromes. The heterogeneity of depressive syndrome has been criticized using the concept of language game in Wittgensteinia...

(This article belongs to the Special Issue Machine Learning and Big Data in Psychiatric and Sleep Disorders)
  • Article
  • Open Access
205 Views
20 Pages

Selective Depression of Biotite by Carboxymethyl Chitosan in Apatite-Biotite Flotation: Effects of Particle Size

  • Zixuan Yang,
  • Zurong Yi,
  • Libing Zhao,
  • Mingmei Li,
  • Jindong Han,
  • Bin Guo,
  • Ming Han,
  • Wantao Li,
  • Youbang Lai and
  • Fengliang Liu
  • + 2 authors

30 September 2026

Biotite in mica-bearing phosphate ores is prone to sliming and forms fine intergrowths with apatite, impairing flotation selectivity. Taurine, sodium lignosulfonate, chitosan, hydroxypropyl distarch phosphate, and carboxymethyl chitosan (CMCS) were s...

(This article belongs to the Special Issue Separation Technology in Mineral Processing)
  • Article
  • Open Access
29 Citations
6,412 Views
22 Pages

15 November 2024

Major depressive disorder (MDD) poses a significant challenge in mental healthcare due to difficulties in accurate diagnosis and timely identification. This study explores the potential of machine learning models trained on EEG-based features for dep...

(This article belongs to the Section Computing and Artificial Intelligence)
  • Article
  • Open Access
40 Citations
12,161 Views
28 Pages

12 March 2025

Social media has become an essential platform for understanding human behavior, particularly in relation to mental health conditions such as depression and suicidal tendencies. Given the increasing reliance on digital communication, the ability to au...

(This article belongs to the Special Issue Promoting Health Behaviors in the New Media Era)
  • Article
  • Open Access
14 Citations
4,165 Views
9 Pages

Evolution of Heart Rate Variability and Heart Rate Turbulence in Patients with Depressive Illness Treated with Selective Serotonin Reuptake Inhibitors

  • Catalina Giurgi-Oncu,
  • Cristina Tudoran,
  • Virgil Radu Enatescu,
  • Mariana Tudoran,
  • Gheorghe Nicusor Pop and
  • Cristina Bredicean

5 November 2020

Background and objectives: Major depressive disorder (MDD) and cardiovascular diseases (CVDs) represent serious and prevalent medical conditions. Autonomic nervous system (ANS) dysfunctions, expressed by parameters of heart rate variability (HRV) and...

  • Article
  • Open Access
1,198 Views
16 Pages

Recent studies on EEG-based automated depression detection have primarily depended on complex deep learning models. While these methods improve classification performance, their practical application is limited by high computational complexity, chall...

(This article belongs to the Special Issue Machine Learning and Artificial Intelligence for Biomedical Applications, 4th Edition)
  • Article
  • Open Access
6 Citations
5,018 Views
20 Pages

21 August 2024

Around the world, 5% of adults suffer from depression, which is often inadequately treated. Depression is caused by a complex relationship of cultural, psychological, and physical factors. This growing issue has become a significant public health pro...

(This article belongs to the Section Biomedical Engineering)
  • Article
  • Open Access
618 Views
20 Pages

The Selective Flotation Separation of Pyrite from Fine Chlorite and Sericite Using EDDS as a Novel Depressant

  • Yunlou Qian,
  • Jing Wang,
  • Xiaolong Huang,
  • Chunsheng Lan,
  • Zhen Wang and
  • Yongde Zhang

7 May 2026

To solve the problem of mechanical entrainment and slime coating of fine sericite and chlorite hindering the flotation separation of gold-bearing pyrite in low-grade gold ores, ethylenediamine-N,N’-disuccinic acid (EDDS) was innovatively used a...

(This article belongs to the Special Issue Experimental and DFT Study on Interaction of Flotation Reagents with Mineral Surfaces)
  • Article
  • Open Access
1,629 Views
16 Pages

5 November 2025

Depressive symptoms are increasingly common in middle-aged and older adults and have become a major public health problem. People may experience transitions across different underlying states due to symptom variability over a course of many years. An...

  • Article
  • Open Access
1 Citations
1,579 Views
14 Pages

Selective Oxidation Depression of Copper-Activated Sphalerite by H2O2 During Chalcopyrite Flotation

  • Peiqiang Fan,
  • Xiong Tong,
  • Xian Xie,
  • Qiang Song,
  • Yuanlin Ma,
  • Bin Han,
  • Haitao Fu and
  • Zhiming Lu

21 July 2025

Using hydrogen peroxide (H2O2), a simple and easily accessible reagent, as a selective depressant, flotation separation experiments of chalcopyrite and copper-activated sphalerite were conducted. The micro-flotation tests of single minerals indicated...

(This article belongs to the Special Issue Advances in Sustainable Utilization of Metals: Recovery and Recycling)
  • Article
  • Open Access
7 Citations
2,944 Views
9 Pages

Premenopausal Singaporean Women Suffering from Major Depressive Disorder Treated with Selective Serotonin Reuptake Inhibitors Had Similar Bone Mineral Density as Compared with Healthy Controls

  • Roger C. Ho,
  • Anna N. Chua,
  • Syeda Fabeha Husain,
  • Wanqiu Tan,
  • Fengyi Hao,
  • Giang T. Vu,
  • Bach X. Tran,
  • Hien Thu Nguyen,
  • Roger S. McIntyre and
  • Cyrus S. Ho

The association between selective serotonin reuptake inhibitor (SSRI) treatment and lower bone mineral density (BMD) remains controversial, and further research is required. This study aimed to compare the BMD, levels of bone formation and bone metab...

(This article belongs to the Special Issue Biomarkers in Psychiatry)
  • Article
  • Open Access
10 Citations
4,185 Views
15 Pages

Effects of Selective and Mixed-Action Kappa and Delta Opioid Receptor Agonists on Pain-Related Behavioral Depression in Mice

  • S. Stevens Negus,
  • Celsey M. St. Onge,
  • Young K. Lee,
  • Mengchu Li,
  • Kenner C. Rice and
  • Yan Zhang

16 July 2024

We recently developed a series of nalfurafine analogs (TK10, TK33, and TK35) that may serve as non-addictive candidate analgesics. These compounds are mixed-action agonists at the kappa and delta opioid receptors (KOR and DOR, respectively) and produ...

(This article belongs to the Section Medicinal Chemistry)
  • Article
  • Open Access
24 Citations
5,366 Views
8 Pages

Selective Serotonin Reuptake Inhibitors for the Prevention of Post-Stroke Depression: A Systematic Review and Meta-Analysis

  • Daniel Richter,
  • Jeyanthan Charles James,
  • Andreas Ebert,
  • Aristeidis H. Katsanos,
  • Lisa Mazul-Wach,
  • Quirin Ruland,
  • Ralf Gold,
  • Georg Juckel and
  • Christos Krogias

16 December 2021

There are controversial data on the efficacy and safety profile of selective serotonin reuptake inhibitors (SSRIs) to prevent post-stroke depression (PSD). We performed a systematic search in MEDLINE and SCOPUS databases to identify randomized-contro...

(This article belongs to the Special Issue New Frontiers in Cerebrovascular Disorders)
  • Article
  • Open Access
8 Citations
7,537 Views
16 Pages

29 November 2022

Depression is becoming one of the most prevalent mental disorders. This study looked at five different classification techniques to predict the risk of students’ depression based on their socio-demographics, internet addiction, alcohol use diso...

  • Article
  • Open Access
9 Citations
4,270 Views
18 Pages

Protein Plasma Levels of the IGF Signalling System Are Altered in Major Depressive Disorder

  • Carlos Fernández-Pereira,
  • Maria Aránzazu Penedo,
  • Tania Rivera-Baltanás,
  • Tania Pérez-Márquez,
  • Marta Alves-Villar,
  • Rafael Fernández-Martínez,
  • César Veiga,
  • Ángel Salgado-Barreira,
  • José María Prieto-González and
  • Roberto Carlos Agís-Balboa
  • + 2 authors

17 October 2023

The Insulin-like growth factor 2 (IGF-2) has been recently proven to alleviate depressive-like behaviors in both rats and mice models. However, its potential role as a peripheral biomarker has not been evaluated in depression. To do this, we measured...

(This article belongs to the Special Issue The Role of the IGF Axis in Disease, 3nd Edition)
  • Article
  • Open Access
12 Citations
4,832 Views
13 Pages

22 July 2021

The study of the depression effect of non-toxic depressants on the flotation separation of chalcopyrite from galena is of great importance for both industrial applications and theoretical research. The mixed depressant (DFinal) of four common inhibit...

(This article belongs to the Special Issue Flotation Chemistry, Volume II)
  • Article
  • Open Access
50 Citations
11,853 Views
21 Pages

A randomized controlled trial was conducted among a potential high-risk group of 1,343 adolescents from low-income areas in The Netherlands to test the effectiveness of the depression prevention program Op Volle Kracht (OVK) as provided by teachers i...

(This article belongs to the Special Issue Adolescent Depression Prevention)
  • Article
  • Open Access
709 Views
18 Pages

Nanostarch-Based Sustainable Depressants for Phosphate Flotation: Synthesis, Characterization, and Performance Evaluation

  • Augusto Henrique Lacerda Paiva,
  • Mario Guimarães Junior,
  • Matheus Moreira De Almeida,
  • Julia Xavier Prado and
  • Michelly Dos Santos Oliveira

23 May 2026

Flotation is a fundamental unit operation in mineral processing; however, achieving high selectivity while reducing the environmental impact of reagents remains a major challenge in phosphate ore beneficiation. Conventional depressants often exhibit...

  • Review
  • Open Access
62 Citations
14,350 Views
29 Pages

Background: Mental disorders are disturbances of brain functions that cause cognitive, affective, volitional, and behavioral functions to be disrupted to varying degrees. One of these disorders is depression, a significant factor contributing to the...

(This article belongs to the Section Machine Learning and Artificial Intelligence in Diagnostics)
  • Article
  • Open Access
1 Citations
2,427 Views
19 Pages

The Impact of State Depression on Proactive Control and Distractor Processing in a Memory Task: An Electrophysiological Study

  • Giorgio Fuggetta,
  • Philip A. Duke,
  • Rajanya Chakraborty,
  • Parthasarathi Murugesan,
  • Jacopo Cocciarelli and
  • Elvis Delibashi

12 March 2025

(1) Background: Individuals with high levels of state depression are hypothesized to have an impairment of attentional control functions necessary for filtering irrelevant information. This study used the event-related potential of early PD, a marker...

(This article belongs to the Special Issue Editorial Board Members' Collection Series: Applied Affective and Cognitive Neuroscience)
  • Article
  • Open Access
479 Views
14 Pages

27 July 2026

The selective flotation separation of chalcopyrite from pyrite under low-alkalinity conditions remains a challenge due to their similar surface properties. In this study, a sulfonated dextrin (SD) was synthesized via chemical modification and evaluat...

  • Article
  • Open Access
1 Citations
2,303 Views
11 Pages

Impact of Depressive Disorder on Periodontal Status: A Comparative Study

  • Bogdan-Constantin Vasiliu,
  • Maria Alexandra Mârțu,
  • Alexandra Cornelia Oanță,
  • Irina Șufaru,
  • Liliana Păsărin,
  • Alexandru Ionuț Luchian and
  • Sorina Mihaela Solomon

16 September 2025

Background/Objectives. Periodontitis is a chronic inflammatory disease influenced by systemic and psychological factors, including depression. Selective serotonin reuptake inhibitors (SSRIs), widely used to treat depression, may also affect periodont...

(This article belongs to the Special Issue New Perspectives in Periodontology and Implant Dentistry)
  • Article
  • Open Access
672 Views
16 Pages

Regulation of Muscovite Interference in Moraine-Hosted Cu–Mo Ores by Polyaspartic Acid

  • Zhentang Wang,
  • Wanting Yang,
  • Hongwei Liu,
  • Jun Wang,
  • Baojun Yang,
  • Rui Liao and
  • Hongchang Liu

24 May 2026

Efficient separation of Cu–Mo sulfide minerals from moraine materials remains a major challenge for low-grade, high-moraine Cu–Mo ores. Fine-grained muscovite induces severe slime coating and gangue entrainment, thereby markedly reducing...

(This article belongs to the Section Mineral Processing and Extractive Metallurgy)
  • Review
  • Open Access
4 Citations
6,331 Views
14 Pages

Both Type 2 Diabetes Mellitus (T2DM) and depression are leading causes of disability despite T2DM being largely preventable and depression being among the most treatable mental health conditions. Diabetes and depression have a bidirectional associati...

  • Article
  • Open Access
67 Citations
5,775 Views
14 Pages

Ensemble Approach for Detection of Depression Using EEG Features

  • Egils Avots,
  • Klāvs Jermakovs,
  • Maie Bachmann,
  • Laura Päeske,
  • Cagri Ozcinar and
  • Gholamreza Anbarjafari

28 January 2022

Depression is a public health issue that severely affects one’s well being and can cause negative social and economic effects to society. To raise awareness of these problems, this research aims at determining whether the long-lasting effects o...

  • Article
  • Open Access
2 Citations
1,204 Views
15 Pages

Background: Antegrade root cardioplegia remains the most popular strategy for myocardial protection during coronary artery bypass graft (CABG) performed with cardiopulmonary bypass (CPB) and aortic cross clamp. In patients with depressed left ventric...

(This article belongs to the Special Issue 2nd Edition: Interventional Therapies and Management in Coronary Artery Disease)
  • Article
  • Open Access
45 Citations
5,536 Views
16 Pages

Sensor-Assisted Weighted Average Ensemble Model for Detecting Major Depressive Disorder

  • Nivedhitha Mahendran,
  • Durai Raj Vincent,
  • Kathiravan Srinivasan,
  • Chuan-Yu Chang,
  • Akhil Garg,
  • Liang Gao and
  • Daniel Gutiérrez Reina

6 November 2019

The present methods of diagnosing depression are entirely dependent on self-report ratings or clinical interviews. Those traditional methods are subjective, where the individual may or may not be answering genuinely to questions. In this paper, the d...

(This article belongs to the Special Issue Selected Papers from the IEEE International Conference on Consumer Electronics – Taiwan (IEEE 2019 ICCE-TW))
  • Article
  • Open Access
18 Citations
4,752 Views
17 Pages

Multiple Pre-Treatment miRNAs Levels in Untreated Major Depressive Disorder Patients Predict Early Response to Antidepressants and Interact with Key Pathways

  • Masaki Kato,
  • Haruhiko Ogata,
  • Hidetoshi Tahara,
  • Akira Shimamoto,
  • Yoshiteru Takekita,
  • Yosuke Koshikawa,
  • Keiichiro Nishida,
  • Shinpei Nonen,
  • Koichiro Higasa and
  • Toshihiko Kinoshita

Major depressive disorder (MDD) is a life-impairing disorder, and early successful treatment is important for a favorable prognosis. However, early response to antidepressants differs widely among individuals, and is difficult to predict pre-treatmen...

(This article belongs to the Section Molecular Neurobiology)
  • Article
  • Open Access
85 Citations
8,693 Views
6 Pages

Misophonia in Singaporean Psychiatric Patients: A Cross-Sectional Study

  • Tian Ci Quek,
  • Cyrus SH. Ho,
  • Carol C. Choo,
  • Long H. Nguyen,
  • Bach X. Tran and
  • Roger C. Ho

Misophonia, also known as selective sound sensitivity syndrome, is a condition characterized by strong dislike of specific sounds with accompanying distressing reactions. To date, misophonia is still poorly understood. This study aimed to identify fa...

(This article belongs to the Special Issue Adult Psychiatry)
  • Article
  • Open Access
1 Citations
3,749 Views
15 Pages

Identification of Statin’s Action in a Small Cohort of Patients with Major Depression

  • Ishani Thakkar,
  • Teresa Massardo,
  • Jaime Pereira,
  • Juan Carlos Quintana,
  • Luis Risco,
  • Claudia G. Saez,
  • Sebastián Corral,
  • Carolina Villa,
  • Jane Spuler and
  • Maria Rodriguez-Fernandez
  • + 7 authors

22 March 2021

Statins are widely used as an effective therapy for ischemic vascular disorders and employed for primary and secondary prevention in cardiac and cerebrovascular diseases. Their hemostatic mechanism has also been shown to induce changes in cerebral bl...

(This article belongs to the Special Issue Data Technology Applications in Life, Diseases, and Health)
  • Article
  • Open Access
6 Citations
3,353 Views
11 Pages

30 September 2020

The addition of ferrous sulfate as a depressant for Ca-bearing minerals such as calcite and fluorite during scheelite flotation was investigated to recover scheelite from tungsten mine tailings, using Hallimond-tube flotation tests, zeta-potential me...

(This article belongs to the Special Issue Novel and Emerging Strategies for Sustainable Mine Tailings and Acid Mine Drainage Management)
  • Article
  • Open Access
1 Citations
1,832 Views
24 Pages

17 October 2025

Major Depressive Disorder (MDD) is a high-risk mental illness that severely affects individuals across all age groups. However, existing research lacks comprehensive analysis and utilization of brain topological features, making it challenging to red...

(This article belongs to the Section Artificial Intelligence)
  • Review
  • Open Access
7 Citations
11,715 Views
21 Pages

3 December 2010

Antidepressant therapies, such as selective serotonin reuptake inhibitors (SSRIs), are current first-line treatments for Major Depressive Disorder. However, over 50% of treated patients show an inadequate response to initial antidepressant therapy. I...

(This article belongs to the Special Issue Antidepressants)
  • Review
  • Open Access
7 Citations
4,078 Views
22 Pages

[18F]Fluspidine—A PET Tracer for Imaging of σ1 Receptors in the Central Nervous System

  • Friedrich-Alexander Ludwig,
  • Erik Laurini,
  • Judith Schmidt,
  • Sabrina Pricl,
  • Winnie Deuther-Conrad and
  • Bernhard Wünsch

28 January 2024

σ1 receptors play a crucial role in various neurological and neurodegenerative diseases including pain, psychosis, Alzheimer’s disease, and depression. Spirocyclic piperidines represent a promising class of potent σ1 receptor ligand...

(This article belongs to the Section Pharmacology)
  • Review
  • Open Access
67 Citations
15,267 Views
26 Pages

Selective Serotonin Reuptake Inhibitors for Treating Neurocognitive and Neuropsychiatric Disorders Following Traumatic Brain Injury: An Evaluation of Current Evidence

  • John K. Yue,
  • John F. Burke,
  • Pavan S. Upadhyayula,
  • Ethan A. Winkler,
  • Hansen Deng,
  • Caitlin K. Robinson,
  • Romain Pirracchio,
  • Catherine G. Suen,
  • Sourabh Sharma and
  • Phiroz E. Tarapore
  • + 4 authors

The prevalence of neuropsychiatric disorders following traumatic brain injury (TBI) is 20%–50%, and disorders of mood and cognition may remain even after recovery of neurologic function is achieved. Selective serotonin reuptake inhibitors (SSRI) bloc...

  • Protocol
  • Open Access
1 Citations
2,084 Views
17 Pages

Pharmacogenetic-Guided Antidepressant Prescribing in Adolescents (PGx-GAP): Study Protocol for a Randomized Controlled Trial

  • Meagan Shields,
  • Laina McAusland,
  • Madison Heintz,
  • Katherine Rittenbach,
  • Ross Tsuyuki,
  • Adrian Box,
  • Jon Emery,
  • Jennifer Zwicker,
  • Paul Arnold and
  • Chad Bousman
  • + 1 author

22 February 2026

Background: Treating depression and anxiety in adolescents can be challenging due to interindividual variability in medication response. With current trial-and-error prescribing practices, adolescents may undergo multiple medication changes over mont...

(This article belongs to the Special Issue New Trends and Challenges in Pharmacogenomics Research)
  • Article
  • Open Access
4 Citations
1,742 Views
23 Pages

28 January 2026

Background/Objectives: Depressive disorder (DD) is a prevalent psychiatric condition often diagnosed through subjective self-reports, which can be time-consuming and lead to inaccurate assessments. To enhance diagnostic precision, integrating Electro...

(This article belongs to the Special Issue The Use of Robotics and Artificial Intelligence in Neurorehabilitation: From Diagnosis to Treatment)
  • Article
  • Open Access
17 Citations
8,913 Views
21 Pages

Factors Related to Unemployment in Europe. A Cross-Sectional Study from the COURAGE Survey in Finland, Poland and Spain

  • Matilde Leonardi,
  • Davide Guido,
  • Rui Quintas,
  • Fabiola Silvaggi,
  • Erika Guastafierro,
  • Andrea Martinuzzi,
  • Somnath Chatterji,
  • Seppo Koskinen,
  • Beata Tobiasz-Adamczyk and
  • Alberto Raggi
  • + 2 authors

Background: Research addressing the impact of a large number of factors on unemployment is scarce. We aimed to comprehensively identify factors related to unemployment in a sample of persons aged 18–64 from Finland, Poland and Spain. Methods: In this...

(This article belongs to the Special Issue Healthy Workplaces, Employment and Chronic Conditions in Europe: Answering the Hidden Emergency with Innovative Strategies)
  • Article
  • Open Access
8 Citations
5,610 Views
13 Pages

6 March 2020

Fluorite, CaF2, is considered a strategically important mineral as it is a raw material for many strategic industries. Froth flotation is reported to be the most efficient and economically viable process for the production of an acid-grade product wi...

(This article belongs to the Special Issue Cleaner Production in Mineral Processing)
  • Article
  • Open Access
34 Citations
5,055 Views
12 Pages

Prediction of Antidepressant Treatment Response and Remission Using an Ensemble Machine Learning Framework

  • Eugene Lin,
  • Po-Hsiu Kuo,
  • Yu-Li Liu,
  • Younger W.-Y. Yu,
  • Albert C. Yang and
  • Shih-Jen Tsai

13 October 2020

In the wake of recent advances in machine learning research, the study of pharmacogenomics using predictive algorithms serves as a new paradigmatic application. In this work, our goal was to explore an ensemble machine learning approach which aims to...

(This article belongs to the Special Issue The Pharmacogenomics of Mood Stabilizers)
  • Article
  • Open Access
21 Citations
3,037 Views
15 Pages

Changes in Multiple microRNA Levels with Antidepressant Treatment Are Associated with Remission and Interact with Key Pathways: A Comprehensive microRNA Analysis

  • Toshiya Funatsuki,
  • Haruhiko Ogata,
  • Hidetoshi Tahara,
  • Akira Shimamoto,
  • Yoshiteru Takekita,
  • Yosuke Koshikawa,
  • Shinpei Nonen,
  • Koichiro Higasa,
  • Toshihiko Kinoshita and
  • Masaki Kato

Individual treatment outcomes to antidepressants varies widely, yet the determinants to this difference remain elusive. MicroRNA (miRNA) gene expression regulation in major depressive disorder (MDD) has attracted interest as a biomarker. This 4-week...

(This article belongs to the Section Molecular Pharmacology)
  • Review
  • Open Access
23 Citations
6,879 Views
17 Pages

19 November 2019

Beneficial effects of estrogens in the central nervous system (CNS) results from the synergistic combination of their well-orchestrated genomic and non-genomic actions, making them potential broad-spectrum neurotherapeutic agents. However, owing to u...

(This article belongs to the Special Issue Facing Novel Challenges in Drug Discovery)
  • Systematic Review
  • Open Access
15 Citations
9,909 Views
25 Pages

Comparative Efficacy of Animal Depression Models and Antidepressant Treatment: A Systematic Review and Meta-Analysis

  • Piotr Ratajczak,
  • Jakub Martyński,
  • Jan Kazimierz Zięba,
  • Katarzyna Świło,
  • Dorota Kopciuch,
  • Anna Paczkowska,
  • Tomasz Zaprutko and
  • Krzysztof Kus

Background: Animal models are critical tools in the study of psychiatric disorders; however, none of the current models fully reflect human stress-related disorders, even though most of the knowledge about the mechanisms of depression comes from anim...

  • Article
  • Open Access
32 Citations
5,477 Views
11 Pages

12 September 2019

Pyrite is a major gangue mineral associated with galena and other valuable minerals, and it is necessary to selectively remove pyrite to upgrade the lead concentrate by froth flotation. In this study, the flotation experiments of a single mineral and...

(This article belongs to the Section Mineral Processing and Extractive Metallurgy)

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