Digital access to chemical journals resulted in a vast array of molecular information that is now available in the supplementary material files in PDF format. However, extracting this molecular information, generally from a PDF document format is a daunting task. Here we present an approach to harvest 3D molecular data from the supporting information of scientific research articles that are normally available from publisher's resources. In order to demonstrate the feasibility of extracting truly computable molecules from PDF file formats in a fast and efficient manner, we have developed a Java based application, namely ChemEngine. This program recognizes textual patterns from the supplementary data and generates standard molecular structure data (bond matrix, atomic coordinates) that can be subjected to a multitude of computational processes automatically. The methodology has been demonstrated via several case studies on different formats of coordinates data stored in supplementary information files, wherein ChemEngine selectively harvested the atomic coordinates and interpreted them as molecules with high accuracy. The reusability of extracted molecular coordinate data was demonstrated by computing Single Point Energies that were in close agreement with the original computed data provided with the articles. It is envisaged that the methodology will enable large scale conversion of molecular information from supplementary files available in the PDF format into a collection of ready- to- compute molecular data to create an automated workflow for advanced computational processes. Software along with source codes and instructions available at http://ift.tt/2islzYp abstract.
http://ift.tt/2ij5Ihy
Σφακιανάκης Αλέξανδρος
ΩτοΡινοΛαρυγγολόγος
Αναπαύσεως 5 Άγιος Νικόλαος
Κρήτη 72100
00302841026182
00306932607174
alsfakia@gmail.com
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- Prevalence and socio-demographic correlates of phy...
- Total coumarins of Hedyotis diffusa induces apopto...
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- Prevalence and socio-demographic correlates of phy...
- Prevalence and socio-demographic correlates of phy...
- Prevalence and socio-demographic correlates of phy...
- A patient preference study that evaluated fluticas...
- Change in nasal congestion index after treatment i...
- Compressive optic neuropathy due to a large Onodi ...
- Prevalence of allergic sensitization to conifer po...
- Skull base erosion and associated complications in...
- The effect of mupirocin- and fusidic acid‐nasal pa...
- Is a high-fiber diet able to influence ovalbumin-i...
- Concha bullosa mucocele: A case series and review ...
- The role of simulation in teaching sinus surgery i...
- Association between vasomotor rhinitis and irritab...
- A patient preference study that evaluated fluticas...
- Change in nasal congestion index after treatment i...
- Prevalence of allergic sensitization to conifer po...
- The effect of mupirocin- and fusidic acid‐nasal pa...
- Is a high-fiber diet able to influence ovalbumin-i...
- Compressive optic neuropathy due to a large Onodi ...
- Skull base erosion and associated complications in...
- Association between vasomotor rhinitis and irritab...
- Concha bullosa mucocele: A case series and review ...
- The role of simulation in teaching sinus surgery i...
- Molecular and cellular physiology of sodium-depend...
- ChemEngine: harvesting 3D chemical structures of s...
- Inelastic strain rate in the seismogenic layer of ...
- Degradation study of lindane by novel strains Kocu...
- An adaptive random compressive partial sampling me...
- ChemEngine: harvesting 3D chemical structures of s...
- An adaptive random compressive partial sampling me...
- The legacies of slavery in and out of Africa
- Inelastic strain rate in the seismogenic layer of ...
- Degradation study of lindane by novel strains Kocu...
- Wage inequality, skill inequality, and employment:...
- Wage rigidities and business cycle fluctuations: a...
- How Large are Earnings Penalties for Self-Employed...
- Gender unemployment gaps in the EU: blame the family
- ChemEngine: harvesting 3D chemical structures of s...
- Inelastic strain rate in the seismogenic layer of ...
- An adaptive random compressive partial sampling me...
- Degradation study of lindane by novel strains Kocu...
- Wage inequality, skill inequality, and employment:...
- How Large are Earnings Penalties for Self-Employed...
- The legacies of slavery in and out of Africa
- Wage rigidities and business cycle fluctuations: a...
- Wake-sleep and cardiovascular regulatory changes i...
- Gender unemployment gaps in the EU: blame the family
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! # Ola via Alexandros G.Sfakianakis on Inoreader
Η λίστα ιστολογίων μου
Τετάρτη 28 Δεκεμβρίου 2016
ChemEngine: harvesting 3D chemical structures of supplementary data from PDF files
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- Is routine audiometric testing necessary for child...
- Bilateral cochlear nerve absence in a 3 year old c...
- The effect of obesity, weight gain, and weight los...
- Microbes, allergic sensitization, and the natural ...
- The effect of obesity, weight gain, and weight los...
- Microbes, allergic sensitization, and the natural ...
- AllergoOncology - The impact of Allergy in Oncolog...
- AllergoOncology - The impact of Allergy in Oncolog...
- The Burden of Common Skin Diseases Assessed with t...
- The Burden of Common Skin Diseases Assessed with t...
- Prevalence and socio-demographic correlates of phy...
- Outcome after protected full weightbearing treatme...
- Prevalence and socio-demographic correlates of phy...
- Outcome after protected full weightbearing treatme...
- Percutaneous CT-fluoroscopic–guided radioisotope s...
- A directional 103Pd brachytherapy device: Dosimetr...
- Comparing organ-at-risk doses for high–dose rate v...
- Reply: Superior Pedicle Mastopexy with the Three F...
- Evidence-Based Medicine: Autologous Breast Reconst...
- Discussion: Risk Factor Analysis for Capsular Cont...
- Applying to Integrated Plastic Surgery Residency P...
- Cancer Risk after Fat Transfer: A Multicenter Case...
- Discussion: Pregnancy and the Plastic Surgery Resi...
- Outcomes of Prosthetic Reconstruction of Irradiate...
- Reply: Which Factors Are Associated with Open Redu...
- Late Surgical-Site Infection in Immediate Implant-...
- Evidence-Based Medicine: Face Lift
- The Effect of Neoadjuvant Chemotherapy Compared to...
- Evidence-Based Medicine: Liposuction
- Staged Suprapectoral Expander/Implant Reconstructi...
- 100 Hand Cases
- Ultrasound-Guided Bilateral Thoracic Paravertebral...
- Reply: Early versus Delayed Excision and Grafting ...
- Platysma Bands: Is a Change Needed in the Surgical...
- Correction of Pectus Excavatum by Custom-Made Sili...
- Discussion: Platysma Bands: Is a Change Needed in ...
- Risk Factor Analysis for Capsular Contracture, Mal...
- A Genome Wide Association Study of Fast Beta EEG i...
- Prevalence and socio-demographic correlates of phy...
- Monoclonal Antibody Against Human GLRX3
- Preparation and Identification of Monoclonal Antib...
- MAM-6E7, MAM-3E7, MAM-6G7 (Antirecombinant Human T...
- Ovarian teratoma development after anti-NMDA recep...
- Bithalamic Gliomas May Be Molecularly Distinct Fro...
- Prevalence and socio-demographic correlates of phy...
- Prevalence and socio-demographic correlates of phy...
- Prevalence and socio-demographic correlates of phy...
- Prevalence and socio-demographic correlates of phy...
- A comparison between effect of photodynamic therap...
- Applications of Higenamine in pharmacology and med...
- Prevalence and socio-demographic correlates of phy...
- Total coumarins of Hedyotis diffusa induces apopto...
- Antiplasmodial activity of Heinsia crinita (Rubiac...
- Prevalence and socio-demographic correlates of phy...
- Prevalence and socio-demographic correlates of phy...
- Prevalence and socio-demographic correlates of phy...
- A patient preference study that evaluated fluticas...
- Change in nasal congestion index after treatment i...
- Compressive optic neuropathy due to a large Onodi ...
- Prevalence of allergic sensitization to conifer po...
- Skull base erosion and associated complications in...
- The effect of mupirocin- and fusidic acid‐nasal pa...
- Is a high-fiber diet able to influence ovalbumin-i...
- Concha bullosa mucocele: A case series and review ...
- The role of simulation in teaching sinus surgery i...
- Association between vasomotor rhinitis and irritab...
- A patient preference study that evaluated fluticas...
- Change in nasal congestion index after treatment i...
- Prevalence of allergic sensitization to conifer po...
- The effect of mupirocin- and fusidic acid‐nasal pa...
- Is a high-fiber diet able to influence ovalbumin-i...
- Compressive optic neuropathy due to a large Onodi ...
- Skull base erosion and associated complications in...
- Association between vasomotor rhinitis and irritab...
- Concha bullosa mucocele: A case series and review ...
- The role of simulation in teaching sinus surgery i...
- Molecular and cellular physiology of sodium-depend...
- ChemEngine: harvesting 3D chemical structures of s...
- Inelastic strain rate in the seismogenic layer of ...
- Degradation study of lindane by novel strains Kocu...
- An adaptive random compressive partial sampling me...
- ChemEngine: harvesting 3D chemical structures of s...
- An adaptive random compressive partial sampling me...
- The legacies of slavery in and out of Africa
- Inelastic strain rate in the seismogenic layer of ...
- Degradation study of lindane by novel strains Kocu...
- Wage inequality, skill inequality, and employment:...
- Wage rigidities and business cycle fluctuations: a...
- How Large are Earnings Penalties for Self-Employed...
- Gender unemployment gaps in the EU: blame the family
- ChemEngine: harvesting 3D chemical structures of s...
- Inelastic strain rate in the seismogenic layer of ...
- An adaptive random compressive partial sampling me...
- Degradation study of lindane by novel strains Kocu...
- Wage inequality, skill inequality, and employment:...
- How Large are Earnings Penalties for Self-Employed...
- The legacies of slavery in and out of Africa
- Wage rigidities and business cycle fluctuations: a...
- Wake-sleep and cardiovascular regulatory changes i...
- Gender unemployment gaps in the EU: blame the family
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