Narrow Results

In the paper Improved Overlap-Based Undersampling for Imbalanced Dataset Classification with Application to Epilepsy and Parkinson’s Disease, the authors introduced two new methods that address the class overlap problem in imbalanced datasets. The methods involve identification and removal of potentially overlapped majority class instances. Extensive evaluations were carried out using 136 datasets and compared against several state-of-the-art methods. Results showed competitive performance with those methods, and statistical tests proved significant improvement in classification results. The discussion on the paper related to the behavioral analysis of class overlap and method validation was raised by Fernández. In this article, the response to the discussion is delivered. Detailed clarification and supporting evidence to answer all the points raised are provided.

More to Structure than Meets the Eye.

Medical Technology Integration in Healthcare.

Investing in Healthcare in China.

Feeding Asia in the 21st Century: Building Urban-Rural Alliances at International Conference on Asian Food Security (ICAFS) 2011 in Singapore.

The Appearance and Development of Commercial Laboratories in China.

Independent Medical Laboratories in China - A Sunrise Industry under the Circumstances of Healthcare Reformation.

Tracing the Rise of KingMed and its Future Route - A Correspondence with Hongbo Li.

Establishment of IML Quality Managerial System in China.

The Collaboration between IML and Community Medical Hospitals: Supplementary Service with Tests, Technologies and Beyond.

The Collaboration between IML and Major Medical Institutions - Supplement Service with Esoteric Testing.

Notice from Ministry of Health on Printing and Distributing "Basic Standards for Medical Laboratory (on Trial)" - Ministry of Health of the People's Republic of China.

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INDIA – Algal biofuels are no energy panacea.

JAPAN – Medical Data Vision enhances the quality of medical care with Actian Vectorwise.

SINGAPORE – Singapore heart surgeon to receive honour from The Royal College of Surgeons of Edinburgh.

SINGAPORE – ELGA^® to deliver innovative water purification at new Singapore General Hospital expansion.

AUSTRALIA – Specialised Therapeutics Australia: New drug to fight hospital superbug infection.

AUSTRALIA – Group of genes hold the clue in migraine cases.

AUSTRALIA – CT scans can triple risk of brain cancer, leukemia.

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MIDDLE EAST – Particles and persecution: why we should care about Iranian physicists.

EUROPE – Medicyte coordinates EU-funded collaboration on Biomimetic Bioartificial Liver.

EUROPE – Selvita and Orion Pharma achieve a research milestone in Alzheimer's Disease Program.

EUROPE – Zinforo (ceftaroline fosamil) receives positive CHMP opinion in the European Union for the treatment of patients with serious skin infections or community acquired pneumonia.

USA – Vein grown from girl's own stem cells transplanted.

USA – Hidden vitamin in milk yields remarkable health benefits - Weill Cornell researchers show tiny vitamin in milk, in high doses, makes mice leaner, faster and stronger.

USA – New report finds biotechnology companies are participating in 39% of all projects in development for new medicines and technologies for neglected diseases.

USA – TriReme Medical receives FDA clearance for expanded matrix of sizes of Chocolate PTA balloon catheter.

USA – New data show investigational compound dapagliflozin demonstrated significant reductions in blood sugar levels when added to sitagliptin in adults with type 2 diabetes at 24 weeks, with results maintained over 48 weeks.

USA – Zalicus successfully completes Phase 1 single ascending dose study with Z944, a novel, oral T-Type Calcium Channel Blocker.

USA – Study provides clues to clinical trial cost savings.

INDONESIA – Biomed Analysis: Indonesia needs a central science fund.

KOREA – Agilent Technologies helps City of Daegu and Daegu Gyeongbuk Institute of Science and Technology search for biomarkers for neurological diseases.

SINGAPORE – New S$6.5m facility at NTU by SCELSE and Carl Zeiss to boost used water treatment and environmental life sciences engineering research in Singapore.

SINGAPORE – Chugai expands in Singapore with opening of second satellite research institute.

SINGAPORE – Rising Above the Present into the Next-Generation.

SINGAPORE – Austrianova Singapore announces new pancreatic cancer models.

SINGAPORE – IBN and Fortis Colorectal Hospital establish tissue bank for colorectal cancer research.

SINGAPORE – Electronic medical records progress from an enterprise-centric solution to a customer-specific application, finds Frost & Sullivan.

SINGAPORE – Global perspectives on Health IT from Harvard Medical School thought leader, Dr Blackford Middleton.

AUSTRALIA – World's first fluorescent flowers.

UNITED KINGDOM – AbD Serotec introduces bovine and ovine Dendritic Cell Growth Kits and antibodies.

USA – Medicago Successfully Completes the Production of More Than Ten Million Doses of H1N1 VLP Influenza Vaccine in One Month.

USA – Research validates BioNano genomics' mapping platform for complex human genome analysis.

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Toxicity of Engineered Nanomaterials.

Graphene for Smart Medical Devices.

Protein Nanocages: The Versatile Molecular Shell.

INDIA – Lack of access to technology ‘hampers detection of substandard drugs’.

JAPAN – Daiichi Sankyo announces development of nucleic acid treatment for Duchenne muscular dystrophy utilizing proprietary technology.

SINGAPORE – IBN creates unlimited source of human kidney cells.

SINGAPORE – Dyesol and Singapore's NTU sign agreement.

THE PHILIPPINES – Global biotech/GM crop plantings increase 100-fold from 1996.

AUSTRALIA – Phosphagenics further expands pain portfolio.

AUSTRALIA – Primary Health Care signs Australia distribution agreement for iGeneScreen™ prenatal test.

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AUSTRALIA – Phylogica and Bio-Link collaborate to commercialize anti-inflammatory Phylomers.

AUSTRALIA – ABRAXANE^® plus gemcitabine improves survival in Phase III study of patients with advanced pancreatic cancer.

CANADA – Verisante Technology, Inc. announces first sales of aura, a revolutionary medical device for the detection of skin cancer.

EUROPE – Project eyes robust medical technology for poor countries.

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UNITED STATES – Eleven Biotherapeutics publishes data on EBI-005, a novel IL-1 inhibitor protein for topical treatment of dry eye disease.

UNITED STATES – Phase I/II trial of ADXS-HPV in anal cancer conducted by Brown University Oncology Group.

UNITED STATES – Scopolamine: An old drug with new psychiatric applications.

UNITED STATES – New bioengineered ears look and act like the real thing.

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UNITED STATES – AB SCIEX responds to milk contamination concerns with new method to detect dicyandiamide.

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AUSTRALIA — Childhood CT scans slightly raise cancer risk.

AUSTRALIA — There's a very simple solution to your lack of vitamin D.

INDIA — India develops cheap rotavirus vaccine.

JAPAN — 'Tug of war' method to measure the copy number limits of all genes in budding yeast.

SINGAPORE — SG Austria co-edits just released book on living cell bioencapsulation.

SINGAPORE — Nano Today's 2013 impact factor increases from 15.355 to 17.689.

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Electrical impedance tomography is a recently established technique by which impedance of an object (medical or nonmedical applications) is measured data from the surface of the object, and a numerically simulated reconstruction of the object internal shape of the image can be obtained. This imaging technique based on boundary or surface voltage is measured when the different current pattern is injected into it. For current pulse, we are creating a voltage controlled current source, which is based on the different RC circuits, according to current amplitude and frequency values. The current source used in inject the current pulse of the various phantoms. The current position and measuring voltage is controlled by the created control unit or programmable system on chip (PSOC) of the proposed EIT system. After that image reconstruction of the cross-sectional image of resistivity requires sufficient data collection from used phantoms, which is based on finite element method (FEM) method and Tikhonov regularization method with helps of graphical user interface (GUI) on MatLab. The objective of the GUI was to produce an image (2D/3D), impedance distribution graph, and the FEM mesh model according to used electrode combinations from the various phantoms. EIT system has a great potential for imaging modality, is non-invasive, radiation-free, and inexpensive for medical applications.