Soft Computing Applications and Techniques in Healthcare
portes grátis
Soft Computing Applications and Techniques in Healthcare
Phung, Trung-Nghia; Mishra, Ashish; Suseendran, G.
Taylor & Francis Ltd
10/2024
260
Mole
9780367552121
Pré-lançamento - envio 15 a 20 dias após a sua edição
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Chapter 1 Analytical Approach to Genetics of Cancer Therapeutics
through Machine Learning ................................................................. 1
Ritu Shukla, Mansi Gyanchandani, Rahul Sahu and Priyank Jain
Chapter 2 A Study on Behaviour of Neural Gas on Images and Artificial
Neural Network in Healthcare .......................................................... 11
Rahul Sahu, Ashish Mishra and G. Suseendran
Chapter 3 A New Approach for Parkinson's Disease Imaging Diagnosis
Using Digitized Spiral Drawing ........................................................ 35
Megha Kamble and Pranshu Patel
Chapter 4 Modelling and Analysis for Cancer Model with Caputo
to Atangana-Baleanu Derivative ....................................................... 57
Ashish Mishra, Jyoti Mishra and Vijay Gupta
Chapter 5 Selection of Hospital Using Integrated Fuzzy AHP
and Fuzzy TOPSIS Method .............................................................. 71
Vikas Shinde and Santosh K. Bharadwaj
Chapter 6 Computation of Threshold Rate for the Spread of HIV
in a Mobile Heterosexual Population and Its Implication
for SIR Model in Healthcare ............................................................. 97
Suresh Rasappan and Regan Murugesan
Chapter 7 Application of Soft Computing Techniques to Heart Sound
Classification: A Review of the Decade .......................................... 113
Babita Majhi and Aarti Kashyap
Chapter 8 Fuzzy Systems in Medicine and Healthcare: Need,
Challenges and Applications ........................................................... 139
Deepak K. Sharma, Sakshi and Kartik Singhal
Chapter 9 Appliance of Machine Learning Algorithms in Prudent Clinical
Decision-Making Systems in the Healthcare Industry ................... 163
T. Venkat Narayana Rao and G. Akhila
Chapter 10 Technique of Receiving Data from Medical Devices
to Create Electronic Medical Records Database ............................. 185
Vu Duy Hai
Chapter 11 Universal Health Database in India: Emergence, Feasibility
and Multiplier Effects ...................................................................... 215
Arindam Chakrabarty and Uday Sankar Das
Chapter 12 Cluster Analysis of Breast Cancer Data Using
Modified BP-RBFN ......................................................................... 235
Viswanathan Sangeetha, Jayavel Preethi,
Raghunathan Krishankumar,
Kattur S. Ravichandran
and Ramachandran Manikandan
through Machine Learning ................................................................. 1
Ritu Shukla, Mansi Gyanchandani, Rahul Sahu and Priyank Jain
Chapter 2 A Study on Behaviour of Neural Gas on Images and Artificial
Neural Network in Healthcare .......................................................... 11
Rahul Sahu, Ashish Mishra and G. Suseendran
Chapter 3 A New Approach for Parkinson's Disease Imaging Diagnosis
Using Digitized Spiral Drawing ........................................................ 35
Megha Kamble and Pranshu Patel
Chapter 4 Modelling and Analysis for Cancer Model with Caputo
to Atangana-Baleanu Derivative ....................................................... 57
Ashish Mishra, Jyoti Mishra and Vijay Gupta
Chapter 5 Selection of Hospital Using Integrated Fuzzy AHP
and Fuzzy TOPSIS Method .............................................................. 71
Vikas Shinde and Santosh K. Bharadwaj
Chapter 6 Computation of Threshold Rate for the Spread of HIV
in a Mobile Heterosexual Population and Its Implication
for SIR Model in Healthcare ............................................................. 97
Suresh Rasappan and Regan Murugesan
Chapter 7 Application of Soft Computing Techniques to Heart Sound
Classification: A Review of the Decade .......................................... 113
Babita Majhi and Aarti Kashyap
Chapter 8 Fuzzy Systems in Medicine and Healthcare: Need,
Challenges and Applications ........................................................... 139
Deepak K. Sharma, Sakshi and Kartik Singhal
Chapter 9 Appliance of Machine Learning Algorithms in Prudent Clinical
Decision-Making Systems in the Healthcare Industry ................... 163
T. Venkat Narayana Rao and G. Akhila
Chapter 10 Technique of Receiving Data from Medical Devices
to Create Electronic Medical Records Database ............................. 185
Vu Duy Hai
Chapter 11 Universal Health Database in India: Emergence, Feasibility
and Multiplier Effects ...................................................................... 215
Arindam Chakrabarty and Uday Sankar Das
Chapter 12 Cluster Analysis of Breast Cancer Data Using
Modified BP-RBFN ......................................................................... 235
Viswanathan Sangeetha, Jayavel Preethi,
Raghunathan Krishankumar,
Kattur S. Ravichandran
and Ramachandran Manikandan
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Soft Computing Applications;Fuzzy Logic;Soft Computing Techniques;Neural Network;Heart Sound Signals;Genetic Algorithm;SVM;Medical Data Mining;DICOM Standard;Medical Diagnosis;Genetic Algorithms;Artificial Intelligence;CSV File;Parkinson's disease;NG;healthcare systems;DICOM Image;soft computing;Spiral Drawing;fuzzy logic systems;GA Base Feature Selection;image diagnosis;Random Forest;PSNR Value;DICOM File;FCMs;Membership Functions;Dataset II;Fuzzy Systems;Locally Asymptotically Stable;PD Patient;Radial Basis Function Neural Network;Conclusion Graph;FES;Random Forest Classifier;Spiral Test
Chapter 1 Analytical Approach to Genetics of Cancer Therapeutics
through Machine Learning ................................................................. 1
Ritu Shukla, Mansi Gyanchandani, Rahul Sahu and Priyank Jain
Chapter 2 A Study on Behaviour of Neural Gas on Images and Artificial
Neural Network in Healthcare .......................................................... 11
Rahul Sahu, Ashish Mishra and G. Suseendran
Chapter 3 A New Approach for Parkinson's Disease Imaging Diagnosis
Using Digitized Spiral Drawing ........................................................ 35
Megha Kamble and Pranshu Patel
Chapter 4 Modelling and Analysis for Cancer Model with Caputo
to Atangana-Baleanu Derivative ....................................................... 57
Ashish Mishra, Jyoti Mishra and Vijay Gupta
Chapter 5 Selection of Hospital Using Integrated Fuzzy AHP
and Fuzzy TOPSIS Method .............................................................. 71
Vikas Shinde and Santosh K. Bharadwaj
Chapter 6 Computation of Threshold Rate for the Spread of HIV
in a Mobile Heterosexual Population and Its Implication
for SIR Model in Healthcare ............................................................. 97
Suresh Rasappan and Regan Murugesan
Chapter 7 Application of Soft Computing Techniques to Heart Sound
Classification: A Review of the Decade .......................................... 113
Babita Majhi and Aarti Kashyap
Chapter 8 Fuzzy Systems in Medicine and Healthcare: Need,
Challenges and Applications ........................................................... 139
Deepak K. Sharma, Sakshi and Kartik Singhal
Chapter 9 Appliance of Machine Learning Algorithms in Prudent Clinical
Decision-Making Systems in the Healthcare Industry ................... 163
T. Venkat Narayana Rao and G. Akhila
Chapter 10 Technique of Receiving Data from Medical Devices
to Create Electronic Medical Records Database ............................. 185
Vu Duy Hai
Chapter 11 Universal Health Database in India: Emergence, Feasibility
and Multiplier Effects ...................................................................... 215
Arindam Chakrabarty and Uday Sankar Das
Chapter 12 Cluster Analysis of Breast Cancer Data Using
Modified BP-RBFN ......................................................................... 235
Viswanathan Sangeetha, Jayavel Preethi,
Raghunathan Krishankumar,
Kattur S. Ravichandran
and Ramachandran Manikandan
through Machine Learning ................................................................. 1
Ritu Shukla, Mansi Gyanchandani, Rahul Sahu and Priyank Jain
Chapter 2 A Study on Behaviour of Neural Gas on Images and Artificial
Neural Network in Healthcare .......................................................... 11
Rahul Sahu, Ashish Mishra and G. Suseendran
Chapter 3 A New Approach for Parkinson's Disease Imaging Diagnosis
Using Digitized Spiral Drawing ........................................................ 35
Megha Kamble and Pranshu Patel
Chapter 4 Modelling and Analysis for Cancer Model with Caputo
to Atangana-Baleanu Derivative ....................................................... 57
Ashish Mishra, Jyoti Mishra and Vijay Gupta
Chapter 5 Selection of Hospital Using Integrated Fuzzy AHP
and Fuzzy TOPSIS Method .............................................................. 71
Vikas Shinde and Santosh K. Bharadwaj
Chapter 6 Computation of Threshold Rate for the Spread of HIV
in a Mobile Heterosexual Population and Its Implication
for SIR Model in Healthcare ............................................................. 97
Suresh Rasappan and Regan Murugesan
Chapter 7 Application of Soft Computing Techniques to Heart Sound
Classification: A Review of the Decade .......................................... 113
Babita Majhi and Aarti Kashyap
Chapter 8 Fuzzy Systems in Medicine and Healthcare: Need,
Challenges and Applications ........................................................... 139
Deepak K. Sharma, Sakshi and Kartik Singhal
Chapter 9 Appliance of Machine Learning Algorithms in Prudent Clinical
Decision-Making Systems in the Healthcare Industry ................... 163
T. Venkat Narayana Rao and G. Akhila
Chapter 10 Technique of Receiving Data from Medical Devices
to Create Electronic Medical Records Database ............................. 185
Vu Duy Hai
Chapter 11 Universal Health Database in India: Emergence, Feasibility
and Multiplier Effects ...................................................................... 215
Arindam Chakrabarty and Uday Sankar Das
Chapter 12 Cluster Analysis of Breast Cancer Data Using
Modified BP-RBFN ......................................................................... 235
Viswanathan Sangeetha, Jayavel Preethi,
Raghunathan Krishankumar,
Kattur S. Ravichandran
and Ramachandran Manikandan
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Soft Computing Applications;Fuzzy Logic;Soft Computing Techniques;Neural Network;Heart Sound Signals;Genetic Algorithm;SVM;Medical Data Mining;DICOM Standard;Medical Diagnosis;Genetic Algorithms;Artificial Intelligence;CSV File;Parkinson's disease;NG;healthcare systems;DICOM Image;soft computing;Spiral Drawing;fuzzy logic systems;GA Base Feature Selection;image diagnosis;Random Forest;PSNR Value;DICOM File;FCMs;Membership Functions;Dataset II;Fuzzy Systems;Locally Asymptotically Stable;PD Patient;Radial Basis Function Neural Network;Conclusion Graph;FES;Random Forest Classifier;Spiral Test
